Boolean Resume Search API
Monster's Boolean Resume Search service is accessible via a REST interface. The search results are returned as an XML document. The URL http://rsx.monster.com/query.ashx handles requests to the boolean resume search service.
Parameter LicensesIf a search term is suffixed with an asterisk (*) then it requires an access license.
Parameter FormatAll input parameters should be sent using HTTP GET. Care should be taken to URL-encode all parameters correctly. Malformed parameters will be misinterpreted and may give rise to unexpected results or an error For example:
0xA0002000 – Invalid Input Parameter error
Parameters listed as “multi-valued” accept multiple values and may be internally delimited as follows (subject to URL encoding):
|<space>||Restrict the search to resumes containing one or more of the supplied values|
|+||Restrict the search to jobs containing one or more of the supplied values|
|.||Restrict the search to resumes containing all of the supplied values.|
- Parameter List (Click to expand Table)
Parameter Short Description ver Version number cat Company Access Ticket q Keyword query and,or,not,near Locale Specific Keyword Operator qb Keyword query behavior qrjt Recent job title qtjt Target job title qajt Recent job title or Target job title qrcn Recent company name qrjd Recent job description qsn Recent school name sort Sort by col Columns page Page number pagesize Size of result pages maxfound Maximum number of results found folderid Folder ID Number lcid Locale ID lchid Channel ID mdatemaxage Modified date maximum age mdateminage Resume updated minimum age rv ResumeValue rb Resume Board tjtp Target Job Type Permanent tjttc Target Job Type Temp/Contract tjtft Target Job Type Full Time tjtpt Target Job Type Part Time tjti Target Job Type Intern tjtpd Target Job Type Per Diem tjts Target Job Type Seasonal edulv Education level rlid Residence Location rpcr Residence Postal Code Radius co Country twlid Target Work Location twlb Target Work Location Boolean relo Relocate twsite Target Work Site wa Work Authorization tsalmin Target Salary Minimum tsalmax Target Salary Maximum tsalcur Target Salary Currency tsaltyp Target Salary Type tnsalmin Target Normalized Salary Minimum tnsalmax Target Normalized Salary Maximum tsni Target salary not included csc Current Security Clearance [Licensed]* edumjr Education Major mgrex Managerial experience rslang resume language lang language skills lskill language ID and skill level yrsexpid Years experience Id projld Project Leadership twindus target work industry indus Industry sai Activity Index [Licensed] tcc target job category, target occupation clv Career Level gsc Global Security Clearance gmi Global Military Status
Required ParametersVersion number (ver)
The ver parameter is required for RSX and specifies the version of the Monster Resume Search service that you are accessing. The following are the valid versions:
|1.7||Current version. |
The following is an example call to access version 1.7 of resume search :
If the version is excluded the following error XML will be returned:
(Click to Expand XML Code)
The cat parameter which is required for RSX should be populated with the CAT received from Monster. For example:
Your CAT is case-sensitive and should be supplied in its entirety. It is valid only under the terms and conditions of your contract with Monster. Restrictions may include, but are not limited to, IP address, date range and access to specific search functionality.
Optional Parametersq (Keyword query)
The q parameter restricts the search to resumes containing the supplied list of keywords, ResumeValues or matching a given Boolean expression. If a Boolean expression is supplied, it will be used verbatim. Otherwise, a logical operator (either AND or OR) is inserted between keywords. The qb parameter (see below) controls whether AND or OR is used.
TIP: Use double-quotes (ASCII 22) to surround keyword phrases. A keyword phrase matches resumes only where the words appear in the same contiguous order in the resume.
and,or,not,near (Locale Specific Keyword Operator)
The keyword operator restricts the search results by applying it to the keyword search. Example:
q=java+and+php restricts the search results for documents contain only java and php keyword.
q=not(java+near+php) or not(java+~+php) restricts the search results for documents NOT contain the phrase "java XXXXXX php" , where XXXXXX is limited to 10 words.
qb (Keyword query behavior)
The qb parameter indicates how the keyword query (specified using the q parameter) should be interpreted:
|And||AND the words or phrases in the keyword query (default)|
|Or||OR the words or phrases in the keyword query|
|Bool||Boolean query – do not insert operators between keywords|
The default value for this parameter is and.
TIP: If your keyword query contains Boolean operators, the query is treated as a Boolean query regardless of the setting of this parameter.
qrjt (Recent job title)
The qrjt argument allows a recruiter to search for seekers based on the most recent job title. Several titles may be used in the search by submitting a comma-delimited list. For example:
qtjt (Target job title)
The qtjt argument allows a recruiter to search for seekers based on the target job title. Several titles may be used in the search by submitting a comma-delimited list. For example:
qajt (Recent job title or Target job title)
The qajt argument allows a recruiter to search for seekers based on the target job title or the most recent jobtitle. Several titles may be used in the search by submitting a comma-delimited list. For example:
qrcn (Recent company name)
The qrcn allows a recruiter to search for seekers based on the most recent company that they were employed with. Several company names may be used in the search by submitting a comma-delimited list. For example:
qrjd (Recent job description)
The qrjd allows a recruiter to search for seekers based on the most recent job description. . Several job descriptions may be used in the search by submitting a comma-delimited list. For example:
qsn (Recent school name)
The qsn allows a recruiter to search for seekers that have attended a specific school. . Several school names may be used in the search by submitting a comma-delimited list. For example:
sort (Sort by)
The sort parameter specifies the desired presentation order of the search results:
|Mdate||Modification / activation date of the resume|
|Cdate||Creation date of the resume|
|Mdate||Modification date of the resume|
|Distance||Distance within radius in miles|
|Title||Title of the resume|
Several sorts may be used in the search by submitting a comma-delimited list. For example:
The default sort order is mdate. If rank is specified, an additional Relevance element is output in each Resume node. This element is a floating-point value between 0 and 1, and indicates how well the resume matches the keyword query.
TIP: Relevance values cannot be meaningfully compared between successive queries, or between relevance values calculated from other sources.
The col parameter indicates which sections to include in the result output. The following sections are currently available:
|PersonalData||Personal information for resume owner|
|Target||Desired job characteristics|
|WorkExperiences||Work experience history|
|WorkAuths||Work authorization information|
|Boards||Resume Board information|
|None||Do not return any columns – only count information|
The default behavior is to include all columns and sections in the result output. The special column value of "None" causes no resumes to be returned – in this case, only count information is returned.
TIP: For most efficient searching, specify only the sections you intend to use.
page (Page number)
The page parameter indicates which page of results to return. The default is 1, which will return the first page of results.
pagesize (Size of result pages)
The pagesize parameter indicates the maximum number of results to return per query. The default is 20, which will return 20 records at a time. Increasing this too much will lead to timeouts. It is recommended that 100 be the maximum used for efficiency and preventing timeouts.
maxfound (Maximum number of results found)
The maxfound parameter indicates the maximum number of results found. The default is 1000. If pagesize is greater than the “maxfound” parameter, only “maxfound” results will be returned.
TIP: This is for OFCCP compliance.
folderid (Folder ID Number)
The folderid parameter indicates the specific folder that a search belongs to. The folderid parameter is optional. TIP: This is for OFCCP compliance.
lcid (Locale ID)
The lcid parameter specifies which Locale to use for query processing. This primarily affects how Boolean operators are interpreted. The available query locales and corresponding localized Boolean operators are given in Appendix D. This parameter defaults to 1033 (US English).
TIP: Regardless of the setting of this parameter, you can always use the US-English Boolean operators (AND, OR, NOT) and the locale-neutral Boolean symbols “&” (AND), “|” or “,” (OR) and “!” (NOT).
lchid (Channel ID)
The lchid parameter will set the localization on the query processing. This primarily affects how Boolean operators are interpreted.
For example: lchid=419. Channel ID for German. So 'und' is converted to a logical AND ("&") and 'oder' is a logical OR ("|").
mdatemaxage (Modified date maximum age)
The mdatemaxage parameter restricts the search to resumes that have been modified or reactivated within the specified number of minutes.
TIP: Use 1440 for one day, 10080 for one week, 525600 for one year etc.
mdateminage (Resume updated minimum age)
The mdateminage parameter restricts the search to resumes that have been modified or reactivated from the specified minimum number of minutes since resume was updated.
For example: mdateminage=1440
TIP: Use 1440 for one day, 10080 for one week, 525600 for one year etc.
The rv parameter is a multi-valued parameter that restricts the search to resumes with one or more of the supplied list of ResumeValues.
rb (Resume Board)
The rb parameter is a multi-valued parameter which restricts the search to resumes in the specified boards. The value(s) are IDs and may only be a subset of the resume boards to which the recruiter has access. If the rb parameter is absent, all resume boards to which the recruiter has access are searched.
For example: rb=1,6143
tjtp (Target Job Type Permanent)
The tjtp parameter, with a value of 1, restricts the search to resumes with owners who have expressed an interest in working in a Permanent position.
tjttc (Target Job Type Temp/Contract)
The tjttc parameter, with a value of 1, restricts the search to resumes with owners who have expressed an interest in working in a Temporary/Contract position.
tjtft (Target Job Type Full Time)
The tjttc parameter, with a value of 1, restricts the search to resumes with owners who have expressed an interest in working in a Full Time position.
tjtpt (Target Job Type Part Time)
The tjtpt parameter, with a value of 1, restricts the search to resumes with owners who have expressed an interest in working in a Part Time position.
tjti (Target Job Type Intern)
The tjti parameter, with a value of 1, restricts the search to resumes with owners who have expressed an interest in working in an Intern position.
tjtpd (Target Job Type Per Diem)
The tjtpd parameter, with a value of 1, restricts the search to resumes with owners who have expressed an interest in working in a position that offers a Per Diem.
tjts (Target Job Type Seasonal)
The tjts parameter, with a value of 1, restricts the search to resumes with owners who have expressed an interest in working in a Seasonal position.
edulv (Education level)
The edulv parameter is a multi-valued parameter that restricts the search to resumes that contain one or more (if delimited with <space> ) of the supplied list of education levels.
Possible values include:
|1||High School or equivalent|
|9||Some College Coursework Completed|
|10||Vocational – High School|
|11||Vocational – Degree|
rlid (Residence Location)
The rlid parameter is a multi-valued parameter that restricts the search to resumes with owners who reside in one of the locations specified. Allowable values are given at the Monster Locations web site.
rpcr (Residence Postal Code Radius)
The rpcr parameter is a compound, multi-valued parameter that restricts the search to resumes with owners who reside within a certain radius of a specified zip code. The parameter should be specified as a zip code / radius (in miles) pair, separated by a hyphen, eg. rpcr=90210-20. Multiple values may be specified by delimiting the pairs with a space eg. rpcr=90210-20+01754-10+46202-100.
Note: Multiple values currently is not implemented in production version and we will make this happen on 2010.01 release.
The co parameter is used to allow the RPCR= parameter to identify which country the supplied postal code is for. The 2 letter ISO 3166-1 2 letter codes are used. For example: AU is for Australia, CA is for Canada, UK is used for the UK, and etc.
twlid (Target Work Location)
The twlid parameter restricts the search to resumes with owners who have expressed a desire to work in one or more or all of the locations specified. Allowable values are given at the Monster Locations web site.
twlb (Target Work Location Boolean)
The twlb parameter specifies how to interpret queries that contain both a Residence Location parameter (rpcr or rlid) and a Target Work Location parameter (twlid).
|0||Residence Location query is OR’d to Target Work Location|
|1||Residence Location query is AND’d to Target Work Location|
If twlb is not specified, the default behavior is to OR the Residence and Target Work Location parameters together.
The relo parameter has the following possible values and meanings:
|0||Show resumes where user is not willing to relocate for employment|
|1||Show resumes where user is willing to relocate for employment|
twsite (Target Work Site)
The twsite parameter has the following possible values and meanings:
|1||Show resumes where user is willing to work on-site|
|2||Show resumes where user is willing to work off-site|
|3||Show resumes where user has indicated no work-site preference or has not specified a preference|
wa (Work Authorization)
The wa parameter is a compound, multi-valued parameter that restricts the search to resumes containing one or more of the supplied list of work authorization statuses. This is a compound parameter with two components separated by a hyphen: CountryID (from Appendix B) and WorkStatusID (below). The possible values for WorkStatusID are as follows:
|1||Authorized to work for any employer|
|2||Authorized to work for current employer only|
For example, the query wa=164-1+160-1 will query for resumes with owners who are authorized to work in the US or the UK for any employer.
tsalmin (Target Salary Minimum)
The tsalmin parameter restricts the search to resumes with desired minimum salary greater than or equal to the supplied value. If the seeker leaves their minimum salary blank, the salary value in their resume will be ignored by tsalmin.
tsalmax (Target Salary Maximum)
The tsalmax parameter restricts the search to resumes with desired minimum salary less than or equal to the supplied value. If the seeker leaves their minimum salary blank, the salary value in their resume will be ignored by tsalmax.
tsalcur (Target Salary Currency)
The tsalcur parameter restricts the search to resumes with desired salary in the currency supplied. The possible values are given in Appendix C.
tsaltyp (Target Salary Type)
The tsaltyp parameter restricts the search to resumes with desired salary of one or more of the supplied types. The possible values are as follows:
tnsalmin (Target Normalized Salary Minimum)
The tnsalmin parameter restricts the search to resumes with desired minimum normalized (annualized) salary greater than or equal to the supplied value. If the seeker leaves their minimum salary blank, the salary value in their resume will be ignored by tsalmin.
tnsalmax (Target Normalized Salary Maximum)
The tnsalmax parameter restricts the search to resumes with desired minimum salary less than or equal to the supplied value. If the seeker leaves their minimum salary blank, the salary value in their resume will be ignored by tsalmax.
tsni (Target salary not included)
The tsni parameter is a flag that indicates whether resumes that do not specify a target salary should be included in the search results (0: Do not include resumes, 1: Include resumes). This is only applicable when the tnsalmin and or the tnsalmax parameters are used.
csc (Current Security Clearance) [Licensed] *
The optional csc parameter restricts the search to resumes with the desired current security clearance.
|0||No – Resumes must not have current security|
|1||Yes – Resumes must have current security clearance|
If the csc parameter is not specified, resumes are not restricted by current security clearance.
This is available starting with version 1.2 and 1.3 (query must include either ver=1.2 or later).
edumjr (Education Major)
The edumjr parameter allows a user to restrict a query based on a seekers education major. One or more education majors may be specified and the resume must match one of the requested values.
mgrex (Managerial experience)
The mgrex argument restricts the query based on managerial experience.
|0||No – Does not have managerial experience.|
|1||Yes – Has managerial experience|
rslang (resume language)
The rslang parameter restricts the search to only resumes that are composed in a certain language. Language is specified by the seeker when the resume is entered/uploaded to the site. One or more resume languages may be specified and the resume must match one of the requested values.
lang (language skills)
The lang parameter is an optional, multi-value argument that restricts a search to resumes that specify that they are skilled in a language. One or more languages may be specified and the resume must match one of the requested values.
lskill (language ID and skill level)
The lskill parameter is an optional, multi-value argument that restricts a search to resumes that specify one or more languages and associated proficiencies. The syntax is:
where lid = language Id and lid = proficiency Id
The allowable languages are in Appendix E. The allowable proficiency Ids are:
|1||Basic – Familiar|
|2||Conversational - Limited|
|4||Conversational – Advanced|
|5||Fluent - Wide Knowledge|
|6||Fluent - Full Knowledge|
Example: the following specifies a seeker with Fluent (full knowledge) proficiency of the Chinese language and Basic (familiar) proficiency of the French language.
yrsexpid (Years experience Id)
The yrsexpid parameter is an optional, multi-value parameter that restricts the search to resumes with the specified years of experience. The valid values for this parameter are:
|1||Less than 1 Year|
|2||1+ to 2 Years|
|3||2+ to 5 Years|
|4||5+ to 7 Years|
|5||7+ to 10 Years|
|6||10+ to 15 Years|
|7||more than 15 Years|
Example: the following specifies 5-10 years of experience:
projld (Project Leadership)
The projld argument restricts search to resumes that indicate project leadership experience. The following are the valid values for this parameter:
|0||No – Does not have project leadership experience.|
|1||Yes – Has project leadership experience|
twindus (target work industry)
The twindus parameter restricts search results to resumes that indicate a desire for employment in a specific industry. One to N activity levels scores may be passed on the query string. These values will be numbers (0-N) and should be passed in a comma or space delimited format. For example:
- twindus (Click to expand Table)
The Indus argument allows the searching of resumes that have experience in a particular industry. One or more industries may be specified and the resume must match one of the requested values.
sai (Activity Index) [Licensed] *
The sai parameter restricts search results to resumes that contain a particular activity index score. One to N activity levels scores may be passed on the query string. These values will be numbers (0-N) and should be passed in a comma or space delimited format.
tcc (target job category, target occupation)
The tcc parameter restricts search results to resumes that contain a particular job category or occupation. One to N values may be passed on the query string. These values will be numbers (0-N) and should be passed in a comma or space delimited format. For example:
List of Target Job Category and Target Occupation available in Appendix G.
clv (Career Level)
The clv parameter restricts search results to resumes for seekers of a particular career level. One to N values may be passed on the query string. These values will be numbers (0-N) and should be passed in a comma or space delimited format. For example:
|13||Manager (Manager/Supervisor of Staff)|
|14||Executive (SVP, VP, Department Head, etc)|
|15||Senior Executive (President, CFO, etc)|
|16||Student (High School)|
gsc (Global Security Clearance)
The gsc parameter is a compound, multi-valued parameter that restricts the search to resumes containing one or more Security Clearance for authorized employers. This is a compound parameter with two components separated by a hyphen: CountryID (from Appendix B) and SecurityClearanceID (below). The possible values for SecurityClearanceID are as follows:
|14||Active Top Secret|
|17||Inactive Top Secret|
GlobalSecurityClearance search functionality requires an additional license. Please contact your Monster representative for more details.
gmi (Global Military Status)
The gmi parameter is a compound, multi-valued parameter that restricts the search to resumes containing one or more Military Status for authorized employers. This is a compound parameter with two components separated by a hyphen: CountryID (from Appendix B) and MilitaryInvolvementID (below).
|7||Inactive Reserve/Guard (not drilling)|
|9||In Military Preparation|
|10||Other Military Program|
|15||Spouse of a Veteran|
|16||Other Military Family Member|
Global Military Status search functionality requires an additional license. Please contact your Monster representative for more details.
Query ResultsQuery results are returned as an XML document defined by the schema located at http://schemas.monster.com/Current/XSD/Search/ResumeSearchQueryResults.xsd. Example results are given in Appendix F.
This section covers various details, changes and new elements that might not be apparent in the XML schema.
Change to XML encoding
The XML encoding will now be UTF-8. The following will now be the first line of the return XML: <?xml version="1.0" encoding="UTF-8" ?>
Appendix F illustrates sample XML with the encoding specified in the XML.
Indicates the status of the query. This value is returned as part of the Resumes element. For example: <Resumes Found="1000" Returned="20" Status="0">
Current Security Clearances [Licensed] *
Current security clearance and the active clearance flag are returned in the PersonalData section of the XML if the caller is licensed for this information.
|Security Clearance||Active Clearance||Name|
|5||1||Active Top Secret|
|6||1||Active Top Secret/SCI|
|9||0||Inactive Top Secret|
|10||0||Inactive Top Secret/SCI|
(Click to Expand XML Code)
<Monster> <Resumes ....> <Resume ....> <PersonalData> <ActiveClearance>1</ActiveClearance> <SecurityClearance>7</SecurityClearance>
Example QueriesThis section contains example query URLs (without the required cat parameter) that may be submitted to the Monster Resume Search Service.
Query Example #1 – Basic Keyword and Residence Radius filtering
Returns resumes containing the word “film” and the word “actor” where the resume owner lives within 20 miles of zip code 90210.
Query Example #2 – Date filtering
Returns resumes containing the phrase “auto mechanic” posted or modified within the last day (1440 minutes).
Query Example #3 – Residence Location filtering
Returns resumes containing all the words “sql”, “ado” and “vb” where the resume owner lives in Massachusetts, New Hampshire, Vermont, Connecticut or Rhode Island.
Query Example #4 – Advanced Residence Location filtering
Returns resumes containing the phrase “unix system administrator” where the resume owner lives either within 10 miles of zip code 02760 or lives in Rhode Island.
Query Example #5 – Target Location filtering
Returns resumes containing the word “java” where the resume owner lives within 20 miles of zip code 01754 (rpcr=01754-20) and has expressed a desire to relocate to California (twlid=342) or Arizona (twlid=336). We use twlb=1 here to logically AND the residence and target location parameters.
Query Example #6 – Target Job Type filtering
Returns resumes containing the word “cook” or “chef” where the resume owner has expressed an interest in working part time (tjtpt=1) or temporary/contract (tjttc=1).
Query Example #7 – Education filtering
Returns resumes containing the phrase “Director of Sales” where the resume owner has a Doctorate (edulv=7) or a Master’s (edulv=6) degree.
Query Example #8 – Work Authorization filtering
Returns resumes containing the phrase “marketing guru” where the resume owner lives in the US (rlid=31) and is authorized to work for any employer in the UK (wa=160-1).
Query Example #9 – Global Security Clearance filtering
http://rsx.monster.com/query.ashx?q= Multi+Experienced+Associate& ver=1.7&gsc=54-11
Returns resumes containing the phrase “Multi Experienced Associate” with the Security Clearance for those authorized employers in the EU-French ( gsc=54-11 ).
Query Example #10 – Global Military Status filtering
http://rsx.monster.com/query.ashx?q= Multi+Experienced+Associate& ver=1.7&gmi=54-12
Returns resumes containing the phrase “Multi Experienced Associate” with the Military Status for those authorized employers in the EU-French ( gmi=54-12 ).
Appendix A – Monster Location ID ListThis table has been replaced by an online web site that is kept current with location changes. The allowable values are now available at the Monster Locations web site.
Appendix B – Monster Country ID List
- Appendix B – Monster Country ID List (Click to expand Table)
Country ID Afghanistan 1 Albania 2 Algeria 3 American Samoa 178 Andorra 4 Angola 5 Anguilla 176 Antarctica 177 Antigua and Barbuda 175 Argentina 6 Armenia 7 Aruba 179 Australia 8 Austria 9 Azerbaidjan 10 Bahamas 11 Bahrain 12 Bangladesh 13 Barbados 14 Belarus 15 Belgium 16 Belize 17 Benin 18 Bermuda 19 Bhutan 20 Bolivia 21 Bosnia-Herzegovina 22 Botswana 23 Bouvet Island 181 Brazil 24 British Indian Ocean Territory 201 Brunei Darussalam 180 Bulgaria 25 Burkina Faso 26 Burundi 27 Cambodia 28 Cameroon 29 Canada 30 Cape Verde 31 Cayman Islands 32 Central African Republic 33 Chad 34 Chile 35 China 36 Christmas Island 185 Cocos (Keeling) Islands 182 Colombia 37 Comoros 204 Congo 38 Cook Islands 183 Costa Rica 39 Croatia 40 Cuba 184 Cyprus 41 Czech Republic 42 Denmark 43 Djibouti 44 Dominica 186 Dominican Republic 187 East Timor 233 Ecuador 45 Egypt 46 El Salvador 47 Equatorial Guinea 48 Eritrea 49 Estonia 50 Ethiopia 51 Falkland Islands 189 Faroe Islands 191 Fiji 52 Finland 53 Former USSR 228 France 54 France (European Territory) 55 French Guyana 193 French Southern Territories 230 Gabon 56 Gambia 57 Georgia 58 Germany 59 Ghana 60 Gibraltar 194 Greece 61 Greenland 195 Grenada 192 Guadeloupe (French) 196 Guam 62 Guatemala 198 Guinea 63 Guinea Bissau 64 Guyana 65 Haiti 200 Heard and McDonald Islands 199 Honduras 66 Hong Kong 67 Hungary 68 Iceland 69 India 70 Indonesia 71 Iran 72 Iraq 73 Ireland 74 Israel 75 Italy 76 Ivory Coast 77 Jamaica 202 Japan 78 Jordan 79 Kazakhstan 80 Kenya 81 Kiribati 203 Kuwait 82 Kyrgyzstan 83 Laos 84 Latvia 85 Lebanon 86 Lesotho 87 Liberia 88 Libya 89 Liechtenstein 90 Lithuania 91 Luxembourg 92 Macau 208 Macedonia 93 Madagascar 94 Malawi 95 Malaysia 96 Maldives 97 Mali 98 Malta 99 Marshall Islands 207 Martinique (French) 210 Mauritania 100 Mauritius 212 Mayotte 241 Mexico 101 Micronesia 190 Moldavia 102 Monaco 103 Mongolia 104 Montserrat 211 Morocco 105 Mozambique 106 Myanmar, Union of (Burma) 242 Namibia 107 Nauru 215 Nepal 108 Netherlands 109 Netherlands Antilles 110 Neutral Zone 216 New Caledonia (French) 213 New Zealand 111 Nicaragua 112 Niger 113 Nigeria 114 Niue 217 Norfolk Island 214 North Korea 115 Northern Mariana Islands 209 Norway 116 Oman 117 Pakistan 118 Palau 222 Panama 119 Papua New Guinea 219 Paraguay 120 Peru 121 Philippines 122 Pitcairn Island 221 Poland 123 Polynesia (French) 218 Portugal 124 Qatar 126 Reunion (French) 127 Romania 128 Russian Federation 129 Rwanda 130 S. Georgia & S. Sandwich Islands 197 Saint Helena 224 Saint Kitts & Nevis Anguilla 205 Saint Lucia 206 Saint Pierre and Miquelon 220 Saint Tome and Principe 131 Saint Vincent & Grenadines 237 Samoa 132 San Marino 227 Saudi Arabia 133 Senegal 134 Seychelles 135 Sierra Leone 136 Singapore 137 Slovakia 138 Slovenia 139 Solomon Islands 223 Somalia 140 South Africa 141 South Korea 142 Spain 143 Sri Lanka 144 Sudan 145 Suriname 146 Svalbard and Mayen Islands 225 Swaziland 147 Sweden 148 Switzerland 149 Syria 150 Tadjikistan 151 Taiwan 152 Tanzania 153 Thailand 154 Togo 155 Tokelau 231 Tonga 232 Trinidad and Tobago 234 Tunisia 156 Turkey 157 Turkmenistan 158 Turks and Caicos Islands 229 Tuvalu 235 Uganda 159 UK 160 Ukraine 161 United Arab Emirates 162 Uruguay 163 US 164 USA Minor Outlying Islands 236 Uzbekistan 165 Vanuatu 239 Vatican City 166 Venezuela 167 Vietnam 168 Virgin Islands (British) 169 Virgin Islands (USA) 238 Wallis and Futuna Islands 240 Western Sahara 188 Yemen 170 Yugoslavia 171 Zaire 172 Zambia 173 Zimbabwe 174
Appendix C – Monster Currency ID List
- Appendix C – Monster Currency ID List (Click to expand Table)
Currency ID Argentina Peso 3 Australia Dollar 4 Belgium Franc 5 Brazil Real 6 Canada Dollar 7 China Yuan Renmimbi 9 Czech Republic Koruna 10 Danish Krone 38 Euro 2 Fiji Dollar 13 Finnish Mark 39 France Franc 14 Germany Deutsche Mark 11 Greece Drachma 16 Hong Kong Dollar 17 Hungary Forint 18 India Rupee 22 Indonesia Rupiah 19 Ireland Punt 20 Israel New Shekel 21 Italy Lira 23 Japan Yen 24 Luxemborg Franc 36 Malaysia Ringgit 27 Mexico Peso 26 Netherlands Guilder 28 New Zealand Dollar 29 Norwegian Krone 37 Poland Zloty 30 Russia Ruble 31 Singapore Dollar 33 South Africa Rand 35 South Korea Won 25 Spain Peseta 12 Sweden Krona 32 Switzerland Franc 8 Taiwan Dollar 34 United Kingdom Pound 15 US Dollar 1
Appendix D – Monster Query Locale ID List
- Appendix D – Monster Query Locale ID List (Click to expand Table)
Locale ID Meaning Available Boolean Operators 1033 English – United States AND, OR, NOT 3081 English – Australia AND, OR, NOT 4105 English – Canada AND, OR, NOT 5129 English – New Zealand AND, OR, NOT 6153 English – Ireland AND, OR, NOT 7177 English – South Africa AND, OR, NOT 1031 German – Germany UND, ODER , NICHT 2055 German – Switzerland UND, ODER , NICHT 3079 German – Austria UND, ODER , NICHT 4103 German – Luxemburg UND, ODER , NICHT 5127 German – Liechtenstein UND, ODER , NICHT 1034 Spanish – Spain Y, E, I, NO 2058 Spanish – Mexico Y, E, I, NO 1036 French – France ET, OU, SANS, SAUF 2060 French – Belgium ET, OU, SANS, SAUF 3084 French – Canada ET, OU, SANS, SAUF 4108 French – Switzerland ET, OU, SANS, SAUF 5132 French – Luxemburg ET, OU, SANS, SAUF 1040 Italian – Italy E, O, NO 2064 Italian – Switzerland E, O, NO 1043 Dutch – The Netherlands EN, OF, NIET 2067 Dutch – Belgium EN, OF, NIET 1053 Swedish – Sweden OCH, ELLER, NARA 2077 Swedish – Finland JA, TAI, EI 1035 Finnish JA, TEI, EI 1030 Danish OG, ELLER, IKKE 1044 Norwegian OG, ELLER, IKKE
Appendix E – Monster Language Ids
- Appendix E – Monster Language Ids (Click to expand Table)
Language ID Name 1 Aboriginal Dialects 2 Afrikaans 3 American Sign Language 4 Ancient Greek 5 Arabic 6 Assamese 7 Australian Sign Language 8 Bahasa Indonesia 9 Basque 10 Bengali 11 Brazilian Portugese 12 Breton 13 British Sign Language 14 Bulgarian 15 Burmese 16 Catalan 17 Chinese 18 Chinese – Cantonese 19 Chinese – Mandarin 20 Chinese – Taiwanese 21 Corsican 22 Croatian 23 Czech 24 Danish 25 Dutch 26 Egyptian 27 English 28 Estonian 29 Farsi 30 Finnish 31 Flemmish 32 French 33 Frisian 34 Gaelic 35 German 36 Greek 37 Greenlandic 38 Gujarati 39 Hebrew 40 Hindi 41 Hindustan 42 Hmong 43 Hungarian 44 Icelandic 45 Irish 46 Irish Gaelic 47 Italian 48 Japanese 49 Kannada 50 Kashmiri 51 Korean 52 Kurdish 53 Latin 54 Latvian 55 Lithuanian 56 Malay 57 Malayalam 58 Manipuri 59 Manx Gaelic 60 Maori 61 Marathi 62 Nepali 63 Norwegian 64 Oriya 65 Other 66 Polish 67 Portuguese 68 Prakrit 69 Punjabi 70 Romanian 71 Russian 72 Sanskrit 73 Scots 74 Scots Gaelic 75 Serbian 76 Sicilian 77 Slovak 78 Slovene 79 Spanish 80 Swahili 81 Swedish 82 Tagalog 83 Tamil 84 Telugu 85 Thai 86 Tibetan 87 Turkish 88 Ukrainian 89 Urdu 90 Vietnamese 91 Welsh 92 Yiddish 93 Ainu 94 Akkadian 95 Alurian 96 Arkian 97 Assyrian 98 Asturian 99 Aymara 100 Basque Language-Euskara 101 Berber 102 Buhi 103 Cherokee 104 Chichewa 105 Church Slavonic 106 Cornish 107 Dakota 108 Degaspregos 109 Dilhok 110 Dongxiang 111 Esperanto 112 Eurolang 113 Faroese 114 Friulian 115 Galician 116 Georgian 117 Guarani 118 Haponish 119 Hausa 120 Hawaiian 121 Hawaiian Pidgin English 122 Ido 123 Ingush 124 Jameld 125 Kankonian 126 Khmer 127 Kiswahili 128 Konkani 129 Ladin 130 Ladino 131 Lakhota 132 Loglan 133 Low Saxon 134 Malat 135 Mongolian 136 Neelan 137 Novial 138 Occitan 139 Ojibwe 140 Pashto 141 Pidgin 142 Quechua 143 Rhaeto -Romance 144 Romany 145 Shiyeyi 146 Sindhi 147 Sinhalese 148 Swabian 149 Tengwar 150 Tok Pisin 151 Uzbek 152 Vogu 153 Xhamagas 154 Yoruba 155 Albanian 156 Luxembourgish 157 Sami 158 Xhosa 159 Zulu 160 Bosnian 161 Pidgin Signed English 162 Signing Exact English 163 Tactile Sign Language 164 Armenian 165 Macedonian
Appendix F – Query Results Schema
The query results schema is located here:
Appendix G – Target Job Category, Target Occupation
- Appendix G – Target Job Category, Target Occupation (Click to expand Table)
Category Id Job Category Alias Occupation Id Occupation Alias 1 Accounting/Finance/Insurance 11711 Accounts Payable/Receivable 1 Accounting/Finance/Insurance 11712 Actuarial Analysis 1 Accounting/Finance/Insurance 11724 Audit 1 Accounting/Finance/Insurance 11730 Bookkeeping 1 Accounting/Finance/Insurance 11750 Collections 1 Accounting/Finance/Insurance 11760 Corporate Finance 1 Accounting/Finance/Insurance 11766 Credit Review/Analysis 1 Accounting/Finance/Insurance 11803 Financial Analysis/Research/Reporting 1 Accounting/Finance/Insurance 11804 Financial Planning/Advising 1 Accounting/Finance/Insurance 11817 Fund Accounting 1 Accounting/Finance/Insurance 11843 Investment Management 1 Accounting/Finance/Insurance 11893 General/Other: Accounting/Finance 1 Accounting/Finance/Insurance 11927 Policy Underwriting 1 Accounting/Finance/Insurance 11940 Real Estate Appraisal 1 Accounting/Finance/Insurance 11952 Risk Management/Compliance 1 Accounting/Finance/Insurance 11959 Securities Analysis/Research 1 Accounting/Finance/Insurance 11960 Financial Products Sales/Brokerage 1 Accounting/Finance/Insurance 11981 Tax Accounting 1 Accounting/Finance/Insurance 11982 Tax Assessment and Collections 1 Accounting/Finance/Insurance 14866 Claims Review and Adjusting 1 Accounting/Finance/Insurance 14867 Corporate Accounting 1 Accounting/Finance/Insurance 14868 Financial Control 1 Accounting/Finance/Insurance 14875 Real Estate Leasing/Acquisition 2 Administrative/Clerical 11713 Administrative Support 2 Administrative/Clerical 11770 Data Entry/Order Processing 2 Administrative/Clerical 11797 Executive Support 2 Administrative/Clerical 11802 Filing/Records Management 2 Administrative/Clerical 11888 Office Management 2 Administrative/Clerical 11894 General/Other: Administrative/Clerical 2 Administrative/Clerical 11942 Reception/Switchboard 2 Administrative/Clerical 11958 Secretary/Executive Assistant 2 Administrative/Clerical 14865 Claims Processing 2 Administrative/Clerical 14874 Property Management 2 Administrative/Clerical 14880 Transcription 3 Education/Training 11748 Classroom Teaching 3 Education/Training 11756 Continuing/Adult 3 Education/Training 11759 Corporate Development and Training 3 Education/Training 11768 Customer Training 3 Education/Training 11779 Early Childhood Care & Development 3 Education/Training 11784 Elementary School 3 Education/Training 11807 Fitness & Sports Training/Instruction 3 Education/Training 11851 Junior/High School 3 Education/Training 11915 General/Other: Training/Instruction 3 Education/Training 11955 School/College Administration 3 Education/Training 11971 Software/Web Training 3 Education/Training 11972 Special Education 3 Education/Training 11995 University 4 Engineering 11715 Aeronautic/Avionic Engineering 4 Engineering 11728 Bio-Engineering 4 Engineering 11737 CAD/Drafting 4 Engineering 11746 Chemical Engineering 4 Engineering 11747 Civil & Structural Engineering 4 Engineering 11782 Electrical/Electronics Engineering 4 Engineering 11786 Energy/Nuclear Engineering 4 Engineering 11788 Environmental and Geological Engineering 4 Engineering 11838 Industrial/Manufacturing Engineering 4 Engineering 11867 Mechanical Engineering 4 Engineering 11881 Naval Architecture/Marine Engineering 4 Engineering 11900 General/Other: Engineering 4 Engineering 11951 RF/Wireless Engineering 4 Engineering 11980 Systems/Process Engineering 5 Human Resources 11751 Compensation/Benefits Policy 5 Human Resources 11759 Corporate Development and Training 5 Human Resources 11777 Diversity Management/EEO/Compliance 5 Human Resources 11834 HR Systems Administration 5 Human Resources 11902 General/Other: Human Resources 5 Human Resources 11918 Payroll and Benefits Administration 5 Human Resources 11943 Recruiting/Sourcing 5 Human Resources 14864 Academic Admissions and Advising 7 Legal 11722 Attorney 7 Legal 11757 Contracts Administration 7 Legal 11852 Labor & Employment Law 7 Legal 11905 General/Other: Legal 7 Legal 11916 Paralegal & Legal Secretary 7 Legal 11917 Patent/IP Law 7 Legal 11941 Real Estate Law 7 Legal 11944 Regulatory/Compliance Law 7 Legal 11983 Tax Law 10 Sales/Retail/Business Development 11709 Account Management (Commissioned) 10 Sales/Retail/Business Development 11735 Business Development/New Accounts 10 Sales/Retail/Business Development 11801 Field Sales 10 Sales/Retail/Business Development 11818 Fundraising 10 Sales/Retail/Business Development 11839 Insurance Agent/Broker 10 Sales/Retail/Business Development 11840 International Sales 10 Sales/Retail/Business Development 11868 Media and Advertising Sales 10 Sales/Retail/Business Development 11874 Merchandise Planning and Buying 10 Sales/Retail/Business Development 11913 General/Other: Sales/Business Development 10 Sales/Retail/Business Development 11939 Real Estate Agent/Broker 10 Sales/Retail/Business Development 11950 Retail/Counter Sales and Cashier 10 Sales/Retail/Business Development 11954 Sales Support/Assistance 10 Sales/Retail/Business Development 11960 Financial Products Sales/Brokerage 10 Sales/Retail/Business Development 11975 Store/Branch Management 10 Sales/Retail/Business Development 11986 Technical Presales Support & Technical Sales 10 Sales/Retail/Business Development 11989 Telesales 10 Sales/Retail/Business Development 11993 Travel Agent/Ticket Sales 10 Sales/Retail/Business Development 12002 Visual/Display Merchandising 10 Sales/Retail/Business Development 12006 Wholesale/Reselling Sales 11 Other 11741 Career Fair 11 Other 11892 Other 11 Other 12008 Work at Home 13 Food Services/Hospitality 11810 Food & Beverage Serving 13 Food Services/Hospitality 11811 Food Preparation/Cooking 13 Food Services/Hospitality 11816 Front Desk/Reception 13 Food Services/Hospitality 11822 Guest Services/Concierge 13 Food Services/Hospitality 11823 Guide (Tour) 13 Food Services/Hospitality 11831 Host/Hostess 13 Food Services/Hospitality 11901 General/Other: Food Services 13 Food Services/Hospitality 11947 Restaurant Management 13 Food Services/Hospitality 12007 Wine Steward (Sommelier) 47 Manufacturing/Production/Operations 11721 Assembly/Assembly Line 47 Manufacturing/Production/Operations 11723 Audio/Video Broadcast & Postproduction 47 Manufacturing/Production/Operations 11792 Equipment Operations 47 Manufacturing/Production/Operations 11827 Hazardous Materials Handling 47 Manufacturing/Production/Operations 11855 Layout, Prepress, Printing, & Binding Operations 47 Manufacturing/Production/Operations 11859 Machining/CNC 47 Manufacturing/Production/Operations 11877 Metal Fabrication and Welding 47 Manufacturing/Production/Operations 11880 Moldmaking/Casting 47 Manufacturing/Production/Operations 11890 Operations/Plant Management 47 Manufacturing/Production/Operations 11909 General/Other: Production/Operations 47 Manufacturing/Production/Operations 11933 Production/Operations Planning 47 Manufacturing/Production/Operations 11962 Sewing and Tailoring 47 Manufacturing/Production/Operations 11987 Telecommunications Administration/Management 47 Manufacturing/Production/Operations 12003 Waste Pick-up and Removal 47 Manufacturing/Production/Operations 14871 Laundry and Dry-Cleaning Operations 47 Manufacturing/Production/Operations 14878 Scientific/Technical Production 544 Building Construction/Skilled Trades 11737 CAD/Drafting 544 Building Construction/Skilled Trades 11743 Carpentry/Framing 544 Building Construction/Skilled Trades 11755 Concrete and Masonry 544 Building Construction/Skilled Trades 11783 Electrician 544 Building Construction/Skilled Trades 11809 Flooring/Tiling/Painting/Wallpapering 544 Building Construction/Skilled Trades 11829 Heavy Equipment Operation 544 Building Construction/Skilled Trades 11835 HVAC 544 Building Construction/Skilled Trades 11845 Ironwork/Metal Fabrication 544 Building Construction/Skilled Trades 11896 General/Other: Construction/Skilled Trades 544 Building Construction/Skilled Trades 11925 Plumbing/Pipefitting 544 Building Construction/Skilled Trades 11953 Roofing 544 Building Construction/Skilled Trades 11963 Sheetrock/Plastering 544 Building Construction/Skilled Trades 11965 Site Superintendent 544 Building Construction/Skilled Trades 11978 Surveying 545 Customer Support/Client Care 11710 Account Management (Non-Commissioned) 545 Customer Support/Client Care 11726 Bank Teller 545 Customer Support/Client Care 11738 Call Center 545 Customer Support/Client Care 11768 Customer Training 545 Customer Support/Client Care 11808 Flight Attendant 545 Customer Support/Client Care 11824 Hair Cutting/Styling 545 Customer Support/Client Care 11898 General/Other: Customer Support/Client Care 545 Customer Support/Client Care 11945 Reservations/Ticketing 545 Customer Support/Client Care 11948 Retail Customer Service 545 Customer Support/Client Care 11985 Technical Customer Service 553 Installation/Maintenance/Repair 11753 Computer/Electronics/Telecomm Install/Maintain/Repair 553 Installation/Maintenance/Repair 11783 Electrician 553 Installation/Maintenance/Repair 11791 Equipment Install/Maintain/Repair 553 Installation/Maintenance/Repair 11798 Facilities Management/Maintenance 553 Installation/Maintenance/Repair 11835 HVAC 553 Installation/Maintenance/Repair 11849 Janitorial & Cleaning 553 Installation/Maintenance/Repair 11854 Landscaping 553 Installation/Maintenance/Repair 11858 Locksmith 553 Installation/Maintenance/Repair 11889 Oil Rig & Pipeline Install/Maintain/Repair 553 Installation/Maintenance/Repair 11903 General/Other: Installation/Maintenance/Repair 553 Installation/Maintenance/Repair 11925 Plumbing/Pipefitting 553 Installation/Maintenance/Repair 12000 Vehicle Repair and Maintenance 553 Installation/Maintenance/Repair 14881 Wire and Cable Install/Maintain/Repair 555 Security/Protective Services 11718 Airport Security and Screening 555 Security/Protective Services 11762 Correctional Officer 555 Security/Protective Services 11769 Customs/Immigration 555 Security/Protective Services 11805 Firefighting and Rescue 555 Security/Protective Services 11879 Military Combat 555 Security/Protective Services 11914 General/Other: Security/Protective Services 555 Security/Protective Services 11926 Police-Law Enforcement 555 Security/Protective Services 11961 Security Guard 555 Security/Protective Services 11974 Store Security/Loss Prevention 555 Security/Protective Services 14879 Security Intelligence & Analysis 558 Banking/Real Estate/Mortgage Professionals 11726 Bank Teller 558 Banking/Real Estate/Mortgage Professionals 11939 Real Estate Agent/Broker 558 Banking/Real Estate/Mortgage Professionals 11940 Real Estate Appraisal 558 Banking/Real Estate/Mortgage Professionals 11941 Real Estate Law 558 Banking/Real Estate/Mortgage Professionals 11975 Store/Branch Management 558 Banking/Real Estate/Mortgage Professionals 15226 Credit Manager 558 Banking/Real Estate/Mortgage Professionals 15228 Loan Officer/Originator 558 Banking/Real Estate/Mortgage Professionals 15229 Mortgage Broker 558 Banking/Real Estate/Mortgage Professionals 15230 Title Officer/Closer 558 Banking/Real Estate/Mortgage Professionals 15231 Underwriter 558 Banking/Real Estate/Mortgage Professionals 15232 Escrow Officer/Manager 559 Biotech/R&D/Science 11729 Biological/Chemical Research 559 Biotech/R&D/Science 11749 Clinical Research 559 Biotech/R&D/Science 11790 Environmental/Geological Testing & Analysis 559 Biotech/R&D/Science 11865 Materials/Physical Research 559 Biotech/R&D/Science 11866 Mathematical/Statistical Research 559 Biotech/R&D/Science 11883 New Product R&D 559 Biotech/R&D/Science 11912 General/Other: R&D/Science 559 Biotech/R&D/Science 11921 Pharmaceutical Research 660 IT/Software Development 11754 Computer/Network Security 660 IT/Software Development 11772 Database Development/Administration 660 IT/Software Development 11774 Desktop Service and Support 660 IT/Software Development 11787 Enterprise Software Implementation & Consulting 660 IT/Software Development 11848 IT Project Management 660 IT/Software Development 11882 Network and Server Administration 660 IT/Software Development 11904 General/Other: IT/Software Development 660 IT/Software Development 11969 Software/System Architecture 660 IT/Software Development 11970 Software/Web Development 660 IT/Software Development 11979 Systems Analysis - IT 660 IT/Software Development 11987 Telecommunications Administration/Management 660 IT/Software Development 11996 Usability/Information Architecture 660 IT/Software Development 12005 Web/UI/UX Design 3561 Business/Strategic Management 11734 Business Analysis/Research 3561 Business/Strategic Management 11736 Business Unit Management 3561 Business/Strategic Management 11814 Franchise-Business Ownership 3561 Business/Strategic Management 11830 Hospital/Clinic Administration 3561 Business/Strategic Management 11860 Managerial Consulting 3561 Business/Strategic Management 11875 Mergers and Acquisitions 3561 Business/Strategic Management 11895 General/Other: Business/Strategic Management 3561 Business/Strategic Management 11929 President/Top Executive 3561 Business/Strategic Management 11936 Public Health Administration 3561 Business/Strategic Management 11947 Restaurant Management 3561 Business/Strategic Management 11955 School/College Administration 3561 Business/Strategic Management 11975 Store/Branch Management 3561 Business/Strategic Management 11976 Strategic Planning/Intelligence 3561 Business/Strategic Management 11990 Town/City Planning 3561 Business/Strategic Management 14869 Hotel/Lodging Management 3975 Medical/Health 11773 Dental Practitioner 3975 Medical/Health 11785 EMT/Paramedic 3975 Medical/Health 11820 Healthcare Aid 3975 Medical/Health 11853 Laboratory/Pathology 3975 Medical/Health 11870 Medical Practitioner 3975 Medical/Health 11871 Medical Therapy/Rehab Services 3975 Medical/Health 11872 Dental Assistant/Hygienist 3975 Medical/Health 11873 Mental Health 3975 Medical/Health 11885 Nursing 3975 Medical/Health 11886 Nutrition and Diet 3975 Medical/Health 11891 Optical 3975 Medical/Health 11908 General/Other: Medical/Health 3975 Medical/Health 11922 Pharmacy 3975 Medical/Health 11936 Public Health Administration 3975 Medical/Health 11938 Medical Imaging 3975 Medical/Health 11967 Social Service 3975 Medical/Health 11973 Sports Medicine 3975 Medical/Health 12001 Veterinary/Animal Care 3975 Medical/Health 14873 Physician's Assistant/Nurse Practitioner 5623 Editorial/Writing 11775 Digital Content Development 5623 Editorial/Writing 11778 Documentation/Technical Writing 5623 Editorial/Writing 11781 Editing & Proofreading 5623 Editorial/Writing 11850 Journalism 5623 Editorial/Writing 11899 General/Other: Editorial/Writing 5623 Editorial/Writing 11992 Translation/Interpretation 5625 Logistics/Transportation 11739 Car, Van and Bus Driving 5625 Logistics/Transportation 11742 Cargo and Baggage Handling 5625 Logistics/Transportation 11763 Cost Estimating 5625 Logistics/Transportation 11793 Equipment/Forklift/Crane Operation 5625 Logistics/Transportation 11827 Hazardous Materials Handling 5625 Logistics/Transportation 11836 Import/Export Administration 5625 Logistics/Transportation 11842 Inventory Planning and Management 5625 Logistics/Transportation 11874 Merchandise Planning and Buying 5625 Logistics/Transportation 11876 Messenger/Courier 5625 Logistics/Transportation 11906 General/Other: Logistics/Transportation 5625 Logistics/Transportation 11924 Piloting: Air and Marine 5625 Logistics/Transportation 11937 Purchasing 5625 Logistics/Transportation 11964 Shipping and Receiving/Warehousing 5625 Logistics/Transportation 11977 Supplier Management/Vendor Management 5625 Logistics/Transportation 11991 Train or Rail Operator 5625 Logistics/Transportation 11994 Truck Driving 5625 Logistics/Transportation 11998 Vehicle Dispatch, Routing and Scheduling 9007 Marketing/Product 11732 Brand/Product Marketing 9007 Marketing/Product 11758 Copy Writing/Editing 9007 Marketing/Product 11776 Direct Marketing (CRM) 9007 Marketing/Product 11795 Events/Promotional Marketing 9007 Marketing/Product 11844 Investor and Public/Media Relations 9007 Marketing/Product 11862 Market Research 9007 Marketing/Product 11863 Marketing Communications 9007 Marketing/Product 11864 Marketing Production/Traffic 9007 Marketing/Product 11869 Media Planning and Buying 9007 Marketing/Product 11907 General/Other: Marketing/Product 9007 Marketing/Product 11931 Product Management 9007 Marketing/Product 11988 Telemarketing 9007 Marketing/Product 12002 Visual/Display Merchandising 9008 Project/Program Management 11794 Event Planning/Coordination 9008 Project/Program Management 11848 IT Project Management 9008 Project/Program Management 11910 General/Other: Project/Program Management 9008 Project/Program Management 11934 Program Management 9008 Project/Program Management 11935 Project Management 11454 Creative/Design 11714 Advertising Writing (Creative) 11454 Creative/Design 11719 Architecture/Interior Design 11454 Creative/Design 11752 Computer Animation & Multimedia 11454 Creative/Design 11765 Creative Direction/Lead 11454 Creative/Design 11800 Fashion & Accessories Design 11454 Creative/Design 11821 Graphic Arts/Illustration 11454 Creative/Design 11837 Industrial Design 11454 Creative/Design 11897 General/Other: Creative/Design 11454 Creative/Design 11923 Photography and Videography 11454 Creative/Design 12005 Web/UI/UX Design 11455 Quality Assurance/Safety 11733 Building/Construction Inspection 11455 Quality Assurance/Safety 11789 Environmental Protection/Conservation 11455 Quality Assurance/Safety 11813 Food Safety and Inspection 11455 Quality Assurance/Safety 11815 Fraud Investigation 11455 Quality Assurance/Safety 11846 ISO Certification 11455 Quality Assurance/Safety 11887 Occupational Health and Safety 11455 Quality Assurance/Safety 11911 General/Other: Quality Assurance/Safety 11455 Quality Assurance/Safety 11932 Production Quality Assurance 11455 Quality Assurance/Safety 11966 Six Sigma/Black Belt/TQM 11455 Quality Assurance/Safety 11968 Software Quality Assurance 11455 Quality Assurance/Safety 11999 Vehicle Inspection