LinkedIn Industry Performance Analysis: Algeria 2017-2025#
This notebook analyses LinkedIn Hiring Rate, Skills and Skills Penetration by Gender in Algeria.
LinkedIn Hiring Rate#
╒════╤══════════════════════════╤═══════════════╤═══════════╤═══════════╤════════════════════╤════════════════════════════╕
│ │ │ Average LHR │ Max LHR │ Min LHR │ Volatility (STD) │ Growth Trend (2017-2025) │
╞════╪══════════════════════════╪═══════════════╪═══════════╪═══════════╪════════════════════╪════════════════════════════╡
│ 0 │ Emerging Industries │ -0.204222 │ 0.61155 │ -0.504 │ 0.252748 │ -0.036875 │
├────┼──────────────────────────┼───────────────┼───────────┼───────────┼────────────────────┼────────────────────────────┤
│ 1 │ Growing Industries │ 0.229189 │ 4.93574 │ -0.80098 │ 0.849302 │ -0.30158 │
├────┼──────────────────────────┼───────────────┼───────────┼───────────┼────────────────────┼────────────────────────────┤
│ 2 │ Leading Industries │ 0.460806 │ 9.21272 │ -0.57202 │ 1.24449 │ -0.14782 │
├────┼──────────────────────────┼───────────────┼───────────┼───────────┼────────────────────┼────────────────────────────┤
│ 3 │ Transitioning Industries │ 0.123595 │ 3.2675 │ -0.73642 │ 0.546853 │ -0.16384 │
╘════╧══════════════════════════╧═══════════════╧═══════════╧═══════════╧════════════════════╧════════════════════════════╛
🇩🇿 Insights: Algeria#
The LinkedIn dataset for Algeria covers 20 industries, grouped into four quartiles according to their average year-on-year hiring rate (LHR) between 2017 and 2025. The quartiles reflect different growth and volatility patterns in the Algerian labor market.
Quartile #1: Leading Industries (avg LHR: 0.29–0.77%)#
Real Estate and Equipment Rental Services leads with an average LHR of 0.77%, the highest among all industries. It shows moderate volatility (0.42%), suggesting relatively stable yet sustained growth across the period. (Note: this industry only has two data points)
Accommodation and Food Services exhibits high volatility (2.13%), with LHRs ranging from -0.93% to 17.79%, reflecting year-to-year spikes related to reopening after COVID-19 (5/1/21). Despite this volatility, its growth trend remains positive (+0.21%).
Retail and Consumer Services show weaker performance, both experiencing negative growth trends (-1.38% and -0.17%) and ending February 2025 with negative hiring rates.
Education, while having the lowest average LHR in this group (0.29%), maintains near-zero volatility (0.86%) and a stable growth trend (+0.004%).
In short, Algeria’s “leading” sectors are dynamic but volatile. The hospitality and retail segments have seen sharp cycles, while education and real estate provide steadier employment momentum.
Quartile #2: Growing Industries (avg LHR: 0.20–0.26%)#
Hospitals and Health Care tops this group with an average LHR of 0.26%, though its growth trend is negative (-0.85%), implying contraction after a strong 2021–22 period.
Transportation, Logistics, Supply Chain and Storage maintains a steady LHR (0.22%) and moderate volatility (0.72%), though it too shows slight negative growth (-0.20%).
Government Administration stands out with a positive growth trend (+0.75%), indicating gradual hiring increases over time.
Financial Services and Entertainment Providers both show high volatility (~1%) and declining trends, suggesting cyclical activity but limited sustained expansion.
Quartile #3: Transitioning Industries (avg LHR: 0.10–0.16%)#
Wholesale and Construction have average LHRs of 0.16% and 0.12%, with moderate volatility (~0.65–0.69%). Construction shows a mild positive trend (+0.12%), suggesting a potential rebound in hiring activity, while wholesale shows a negative growth trend (-0.39%).
Technology, Information, and Media has an average LHR of 0.13%, moderate volatility (0.41%), and a neutral growth trend (+0.02%), indicating steady but limited digital hiring.
Professional Services shows the lowest volatility (0.37%) in this group, suggesting relative stability despite a negative growth trend (-0.39%).
Manufacturing records slightly higher volatility (0.61%) and negative growth (-0.18%), reflecting slower recovery in traditional production sectors.
These “transitioning” industries display mixed trajectories: construction and technology are stabilizing, while wholesale, manufacturing and professional services are showing signs of contraction.
Quartile #4: Emerging Industries (avg LHR: -0.53–0.10%)#
Oil, Gas, and Mining, traditionally Algeria’s key export sector, has an average LHR of 0.10% but a negative growth trend (-0.44%), reflecting cyclical activity with limited net job creation.
Utilities shows an average LHR of -0.16% and the second lowest volatility (0.13%). (Note: this industry only has two data points)
Administrative and Support Services reports a negative average LHR (-0.22%) but a strong positive growth trend (+0.43%), suggesting a recent uptick in hiring momentum. (Note: this industry only has two data points)
Farming, Ranching, and Forestry has the lowest average LHR (-0.53%) but a slight positive growth (+0.06%). (Note: this industry only has two data points)
Overall Observations#
Across all industries, volatility is present, with multiple sectors showing large hiring swings (some exceeding ±10%).
Overall growth trends are mostly negative, meaning that current momentum is driven by past peaks rather than sustained expansion.
Government Administration and Real Estate and Equipment Rental Services are the only sectors with clear positive growth trends and positive latest LHR.
Skills Distribution Analysis in Algeria’s Labor Market#
This analysis shows the top skills in each industries from LinkedIn skills assumed and mentioned by its users.
Transferability of Skills#
Skills that most appear across industries
╒════╤════════════════════════════════════════╤════════════════════════╤═════════════════════════════════════════╕
│ │ │ Number of Industries │ Industries │
╞════╪════════════════════════════════════════╪════════════════════════╪═════════════════════════════════════════╡
│ 0 │ Search │ 18 │ Accommodation and Food Services │
│ │ │ │ Administrative and Support Services │
│ │ │ │ Construction │
│ │ │ │ Consumer Services │
│ │ │ │ Education │
│ │ │ │ Entertainment Providers │
│ │ │ │ Farming, Ranching, Forestry │
│ │ │ │ Financial Services │
│ │ │ │ Government Administration │
│ │ │ │ Hospitals and Health Care │
│ │ │ │ Manufacturing │
│ │ │ │ Professional Services │
│ │ │ │ Real Estate and Equipment Rental │
│ │ │ │ Services │
│ │ │ │ Retail │
│ │ │ │ Technology, Information and Media │
│ │ │ │ Transportation, Logistics, Supply Chain │
│ │ │ │ and Storage │
│ │ │ │ Utilities │
│ │ │ │ Wholesale │
├────┼────────────────────────────────────────┼────────────────────────┼─────────────────────────────────────────┤
│ 1 │ Commercial Planning │ 5 │ Farming, Ranching, Forestry │
│ │ │ │ Financial Services │
│ │ │ │ Manufacturing │
│ │ │ │ Retail │
│ │ │ │ Wholesale │
├────┼────────────────────────────────────────┼────────────────────────┼─────────────────────────────────────────┤
│ 2 │ Time Efficiency │ 4 │ Administrative and Support Services │
│ │ │ │ Consumer Services │
│ │ │ │ Manufacturing │
│ │ │ │ Retail │
├────┼────────────────────────────────────────┼────────────────────────┼─────────────────────────────────────────┤
│ 3 │ Teaching English as a Foreign Language │ 2 │ Education │
│ │ │ │ Government Administration │
├────┼────────────────────────────────────────┼────────────────────────┼─────────────────────────────────────────┤
│ 4 │ Gas │ 2 │ Oil, Gas, and Mining │
│ │ │ │ Utilities │
├────┼────────────────────────────────────────┼────────────────────────┼─────────────────────────────────────────┤
│ 5 │ Healthcare │ 2 │ Entertainment Providers │
│ │ │ │ Hospitals and Health Care │
├────┼────────────────────────────────────────┼────────────────────────┼─────────────────────────────────────────┤
│ 6 │ SketchUp │ 2 │ Professional Services │
│ │ │ │ Real Estate and Equipment Rental │
│ │ │ │ Services │
├────┼────────────────────────────────────────┼────────────────────────┼─────────────────────────────────────────┤
│ 7 │ Petroleum │ 2 │ Oil, Gas, and Mining │
│ │ │ │ Utilities │
├────┼────────────────────────────────────────┼────────────────────────┼─────────────────────────────────────────┤
│ 8 │ Commercial Analysis │ 2 │ Retail │
│ │ │ │ Wholesale │
├────┼────────────────────────────────────────┼────────────────────────┼─────────────────────────────────────────┤
│ 9 │ Commerce │ 2 │ Retail │
│ │ │ │ Wholesale │
╘════╧════════════════════════════════════════╧════════════════════════╧═════════════════════════════════════════╛
Insights#
The most transferable skills in Algeria (excluding Arabic and French) are Search, Commercial Planning, and Time Efficiency. They appear across multiple sectors, showing broad relevance in service, education, and business industries.
Following these are Gas and Petroleum, which are key technical skills linked to Algeria’s core energy and utilities sectors.
Skills that least appear across industries
╒════╤═══════════════════════════════════╤════════════════════════╤═════════════════════════════════════════╕
│ │ │ Number of Industries │ Industries │
╞════╪═══════════════════════════════════╪════════════════════════╪═════════════════════════════════════════╡
│ 0 │ Lodging │ 1 │ Accommodation and Food Services │
├────┼───────────────────────────────────┼────────────────────────┼─────────────────────────────────────────┤
│ 1 │ 3G Technology │ 1 │ Technology, Information and Media │
├────┼───────────────────────────────────┼────────────────────────┼─────────────────────────────────────────┤
│ 2 │ LTE │ 1 │ Technology, Information and Media │
├────┼───────────────────────────────────┼────────────────────────┼─────────────────────────────────────────┤
│ 3 │ Irrigation │ 1 │ Farming, Ranching, Forestry │
├────┼───────────────────────────────────┼────────────────────────┼─────────────────────────────────────────┤
│ 4 │ Internet Protocol (IP) │ 1 │ Technology, Information and Media │
├────┼───────────────────────────────────┼────────────────────────┼─────────────────────────────────────────┤
│ 5 │ Interior Fit-out │ 1 │ Real Estate and Equipment Rental │
│ │ │ │ Services │
├────┼───────────────────────────────────┼────────────────────────┼─────────────────────────────────────────┤
│ 6 │ Healthcare Management │ 1 │ Hospitals and Health Care │
├────┼───────────────────────────────────┼────────────────────────┼─────────────────────────────────────────┤
│ 7 │ Good Manufacturing Practice (GMP) │ 1 │ Manufacturing │
├────┼───────────────────────────────────┼────────────────────────┼─────────────────────────────────────────┤
│ 8 │ Gas Turbines │ 1 │ Utilities │
├────┼───────────────────────────────────┼────────────────────────┼─────────────────────────────────────────┤
│ 9 │ Credit Risk Management │ 1 │ Financial Services │
├────┼───────────────────────────────────┼────────────────────────┼─────────────────────────────────────────┤
│ 10 │ French to English │ 1 │ Administrative and Support Services │
├────┼───────────────────────────────────┼────────────────────────┼─────────────────────────────────────────┤
│ 11 │ French Teaching │ 1 │ Government Administration │
├────┼───────────────────────────────────┼────────────────────────┼─────────────────────────────────────────┤
│ 12 │ Foreign Languages │ 1 │ Administrative and Support Services │
├────┼───────────────────────────────────┼────────────────────────┼─────────────────────────────────────────┤
│ 13 │ Farms │ 1 │ Farming, Ranching, Forestry │
├────┼───────────────────────────────────┼────────────────────────┼─────────────────────────────────────────┤
│ 14 │ Family Medicine │ 1 │ Hospitals and Health Care │
├────┼───────────────────────────────────┼────────────────────────┼─────────────────────────────────────────┤
│ 15 │ FRET │ 1 │ Transportation, Logistics, Supply Chain │
│ │ │ │ and Storage │
├────┼───────────────────────────────────┼────────────────────────┼─────────────────────────────────────────┤
│ 16 │ Energy │ 1 │ Utilities │
├────┼───────────────────────────────────┼────────────────────────┼─────────────────────────────────────────┤
│ 17 │ ETABS │ 1 │ Construction │
├────┼───────────────────────────────────┼────────────────────────┼─────────────────────────────────────────┤
│ 18 │ Culinary Arts │ 1 │ Accommodation and Food Services │
├────┼───────────────────────────────────┼────────────────────────┼─────────────────────────────────────────┤
│ 19 │ transport │ 1 │ Transportation, Logistics, Supply Chain │
│ │ │ │ and Storage │
╘════╧═══════════════════════════════════╧════════════════════════╧═════════════════════════════════════════╛
Insights
Algeria’s least transferable skills reflect specialized technical, medical, and creative expertise, which are vital within their sectors but offer limited cross-industry mobility.
Skills in the leading and growing industries#
The skills that appear across different industries are colored differently.
| Industry | Accommodation and Food Services | Consumer Services | Education | Entertainment Providers | Financial Services | Government Administration | Hospitals and Health Care | Real Estate and Equipment Rental Services | Retail | Transportation, Logistics, Supply Chain and Storage |
|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Culinary Arts | Arabic | Search | Search | Assurance Services | Search | Medical Training | Search | Arabic | FRET |
| 1 | Catering | Search | Arabic | Arabic | Banking | Arabic | Search | Lumion | Search | Airlines |
| 2 | Lodging | French | Higher Education | Sports Coaching | Arabic | French | Medicine | Arabic | French | Maritime Industry |
| 3 | Restaurant Management | Time Efficiency | French | Medicine | Search | Teaching | Hospitals | Architecture | Commerce | Arabic |
| 4 | Opera | C (Programming Language) | Teaching | Healthcare | French | Office Automation | Healthcare | Architectural Design | Stock Management | Aviation |
| 5 | Search | MATLAB | University Teaching | French | Credit | Teaching English as a Foreign Language | Arabic | ARCHICAD | Retail | transport |
| 6 | French | Adobe Illustrator | MATLAB | Sports | Commercial Planning | Language Teaching | Clinical Research | Interior Fit-out | Store Management | Transportation |
| 7 | None | Arduino | Teaching English as a Foreign Language | Soccer | Commercial Banking | Public Administration | Family Medicine | SketchUp | Time Efficiency | Search |
| 8 | None | Python (Programming Language) | Language Teaching | Hospitals | Retail Banking | French Teaching | Healthcare Management | Autodesk Robot Structural Analysis | Commercial Planning | Maritime Operations |
| 9 | None | Nonprofit Organizations | LaTeX | Medical Training | Credit Risk Management | Higher Education | French | Urbanism | Commercial Analysis | French |
Skills in the industries in the bottom half of Avg LHR#
| Industry | Administrative and Support Services | Construction | Farming, Ranching, Forestry | Manufacturing | Oil, Gas, and Mining | Professional Services | Technology, Information and Media | Utilities | Wholesale |
|---|---|---|---|---|---|---|---|---|---|
| 0 | Arabic | Civil Engineering | Search | Search | Petroleum | Search | Global System for Mobile Communications (GSM) | Energy | Arabic |
| 1 | Search | Autodesk Robot Structural Analysis | Agriculture | Pharmaceutics | Oil and Gas | Arabic | Arabic | Petroleum | Commercial Planning |
| 2 | French | Construction | Agronomy | Arabic | Gas | French | 3G Technology | Arabic | Search |
| 3 | Translation | Search | Farms | BPF | Onshore Oil and Gas Operations | Architectural Design | Telecommunications | Project Commissioning | French |
| 4 | Tourism | Construction Management | Agribusiness | Pharmaceutical Sales | Oilfield | Architecture | Search | Gas | Commerce |
| 5 | Amadeus Altéa Customer Management System (CMS) | Concrete | Commercial Planning | Commercial Planning | Perforation | Lumion | 2G | Oil and Gas | Commercial Analysis |
| 6 | Technical Translation | AutoCAD | Sustainable Agriculture | French | Oil and Gas Drilling | SketchUp | Internet Protocol (IP) | Power Plants | Stock Management |
| 7 | Time Efficiency | Arabic | Organic Farming | Good Manufacturing Practice (GMP) | Oil and Gas Industry | ARCHICAD | Universal Mobile Telecommunications System (UMTS) | Gas Turbines | Purchasing |
| 8 | French to English | SAP2000 | Arabic | Product Launch | Upstream Oil and Gas | Publicity | LTE | Search | Cement |
| 9 | Foreign Languages | ETABS | Irrigation | Time Efficiency | Petroleum Engineering | AutoCAD Architecture | Wireless Technologies | Project Engineering | Project Commissioning |
Skills by Industry and Gender#
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| Accommodation and Food Services | Administrative and Support Services | Construction | Consumer Services | Education | Entertainment Providers | Financial Services | Government Administration | Hospitals and Health Care | Manufacturing | Oil, Gas, and Mining | Professional Services | Retail | Technology, Information and Media | Transportation, Logistics, Supply Chain and Storage | Wholesale | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| female | male | female | male | female | male | female | male | female | male | female | male | female | male | female | male | female | male | female | male | female | male | female | male | female | male | female | male | female | male | female | male |
| Arabic | Lodging | Arabic | Arabic | Search | Search | Arabic | Search | Search | Search | Search | Search | Search | Search | Search | Search | Search | MedicalTraining | Search | Search | Petroleum | Petroleum | Search | Search | Search | Search | Arabic | Search | transport | transport | Search | Search |
| Search | Arabic | Search | Search | AutodeskRobotStructuralAnalysis | AutodeskRobotStructuralAnalysis | Search | Arabic | Arabic | Arabic | Arabic | Arabic | AssuranceServices | AssuranceServices | Arabic | Arabic | Arabic | Search | BPF | CommercialPlanning | Gas | OnshoreOilandGasOperations | Arabic | Arabic | Arabic | Commerce | Search | GlobalSystemforMobileCommunications(GSM) | FRET | FRET | CommercialAnalysis | CommercialPlanning |
| Lodging | Search | French | French | Arabic | CivilEngineering | French | French | French | HigherEducation | French | SportsCoaching | Arabic | Arabic | French | French | MedicalTraining | Medicine | Pharmaceutics | BPF | OilandGas | Gas | French | Lumion | Commerce | Arabic | French | 3GTechnology | Search | Search | Commerce | Commerce |
| French | CulinaryArts | FrenchtoEnglish | AmadeusAltéaCustomerManagementSystem(CMS) | ETABS | Concrete | NonprofitOrganizations | Computing | HigherEducation | French | DrawingBlood | Medicine | Commerce | CommercialAnalysis | FrenchTeaching | PublicAdministration | Medicine | Hospitals | Arabic | Arabic | Perforation | OilandGas | Lumion | French | French | CommercialAnalysis | GlobalSystemforMobileCommunications(GSM) | Arabic | Arabic | MaritimeIndustry | Arabic | Arabic |
| HospitalityIndustry | HospitalityIndustry | Translation | Translation | CivilEngineering | SAP2000 | OfficeAutomation | Commerce | TeachingEnglishasaForeignLanguage | UniversityTeaching | Medicine | Soccer | Banking | CommercialPlanning | TeachingEnglishasaForeignLanguage | Computing | Healthcare | Healthcare | PharmaceuticalSales | Pharmaceutics | OnshoreOilandGasOperations | Perforation | ARCHICAD | ARCHICAD | Couture | StockManagement | 3GTechnology | 2G | OfficeAutomation | Arabic | CommercialPlanning | CommercialAnalysis |
| Opera | HotelManagement | TechnicalTranslation | Commerce | SAP2000 | ETABS | TeachingEnglishasaForeignLanguage | VeterinaryMedicine | LanguageTeaching | Teaching | Healthcare | Healthcare | CommercialAnalysis | Banking | OfficeAutomation | OfficeAutomation | Pharmacy | ClinicalResearch | GoodManufacturingPractice(GMP) | PharmaceuticalSales | Search | Oilfield | Urbanism | ArchitecturalDesign | OfficeAutomation | French | Telecommunications | UniversalMobileTelecommunicationsSystem(UMTS) | Airlines | Airlines | French | French |
| OperaReservationSystem | RestaurantManagement | EnglishtoFrench | Tourism | French | TopographicSurveys | EnglishTeaching | NonprofitOrganizations | FrenchTeaching | MATLAB | PatientCare | Sports | French | CommercialBanking | LanguageTeaching | CommercialAnalysis | Hospitals | Arabic | French | French | Oilfield | OilandGasDrilling | ArchitecturalDesign | Urbanism | StockManagement | CommercialPlanning | Computing | LTE | MaritimeIndustry | Aviation | StockManagement | StockManagement |
| PropertyManagementSystems | Catering | MedicalTranslation | FrenchtoEnglish | Robot | Roads | LaTeX | CommercialPlanning | UniversityTeaching | Computing | Pharmacy | Football | CommercialPlanning | Commerce | EnglishTeaching | Gas | DrawingBlood | Nursing | CommercialPlanning | CommercialAnalysis | PetroleumEngineering | UpstreamOilandGas | InteriorFit-out | Architecture | TeamSpirit | Retail | OfficeAutomation | Telecommunications | French | CivilAviation | OfficeAutomation | Cement |
| HotelManagement | MICROS | LegalTranslation | TechnicalTranslation | Lumion | Arabic | C(ProgrammingLanguage) | Flutter | Teaching | ConferenceSpeaking | Nursing | French | OfficeAutomation | RetailBanking | SecondaryEducation | Commerce | PatientCare | HealthcareManagement | OfficeAutomation | Commerce | OilandGasDrilling | PetroleumEngineering | SketchUp | InteriorFit-out | FashionDesign | StoreManagement | Medias | Transmission | OceanTransportation | MaritimeOperations | ImportOperations | Wholesale |
| MICROS | Opera | TeachingEnglishasaForeignLanguage | CommercialAnalysis | ARCHICAD | Construction | GoogleSheets | OfficeAutomation | EnglishTeaching | TeachingEnglishasaForeignLanguage | Paint | Nursing | CommercialBanking | Credit | Teaching | Teaching | French | Surgery | CommercialAnalysis | GoodManufacturingPractice(GMP) | UpstreamOilandGas | OilandGasIndustry | Architecture | SketchUp | PharmaceuticalSales | OfficeAutomation | PacketTracer | GeneralPacketRadioService(GPRS) | AmadeusAltéaCustomerManagementSystem(CMS) | Planes | Purchasing | Computing |
Insights
Farming, Ranching, Forestry, Real Estate and Equipment Rental Services have no category for female skills.
In Accommodation and Food Services, management-related skills appear more prominently among male profiles than female ones.
In Administrative and Support Services, male and female profiles share mostly similar skills, though Customer Management Systems and Commercial Analysis appear only among males.
In Consumer Services, Nonprofit work and Office Automation rank higher among female profiles, while Computing—the fourth-ranked skill for males—does not appear among female skills.
In Entertainment, sports-related abilities are present for males but absent for females.
Financial Services; Manufacturing; Professional Services; exhibit similar skill distributions across genders, indicating balanced representation.
In Government Administration, there is also a similarity on skills, however, male profiles emphasize Public Administration, Computing, Commercial Analysis, and Commerce, whereas female profiles focus more on Language Teaching and English Teaching.
In Hospitals and Health Care, male profiles include Clinical Research, Surgery, and Healthcare Management, while female profiles feature more Patient Care and Drawing Blood skills.
In Retail, female profiles show stronger presence in Couture, Team Spirit, and Fashion Design, while male profiles highlight Store Management, Retail Operations, and Commercial Planning.
Skill difference between genders#
╒════╤═════════════════════════════════════════════════════╤══════════════╤══════════╤════════════════════════╕
│ │ Industry │ Rank+Skill │ Common │ Skill+Rank Match (%) │
│ │ │ Matches │ Skills │ │
╞════╪═════════════════════════════════════════════════════╪══════════════╪══════════╪════════════════════════╡
│ 0 │ Government Administration │ 5 │ 5 │ 50 │
├────┼─────────────────────────────────────────────────────┼──────────────┼──────────┼────────────────────────┤
│ 1 │ Wholesale │ 5 │ 7 │ 50 │
├────┼─────────────────────────────────────────────────────┼──────────────┼──────────┼────────────────────────┤
│ 2 │ Administrative and Support Services │ 4 │ 6 │ 40 │
├────┼─────────────────────────────────────────────────────┼──────────────┼──────────┼────────────────────────┤
│ 3 │ Transportation, Logistics, Supply Chain and Storage │ 4 │ 6 │ 40 │
├────┼─────────────────────────────────────────────────────┼──────────────┼──────────┼────────────────────────┤
│ 4 │ Entertainment Providers │ 3 │ 6 │ 30 │
├────┼─────────────────────────────────────────────────────┼──────────────┼──────────┼────────────────────────┤
│ 5 │ Financial Services │ 3 │ 8 │ 30 │
├────┼─────────────────────────────────────────────────────┼──────────────┼──────────┼────────────────────────┤
│ 6 │ Manufacturing │ 3 │ 9 │ 30 │
├────┼─────────────────────────────────────────────────────┼──────────────┼──────────┼────────────────────────┤
│ 7 │ Professional Services │ 3 │ 10 │ 30 │
├────┼─────────────────────────────────────────────────────┼──────────────┼──────────┼────────────────────────┤
│ 8 │ Construction │ 2 │ 6 │ 20 │
├────┼─────────────────────────────────────────────────────┼──────────────┼──────────┼────────────────────────┤
│ 9 │ Education │ 2 │ 7 │ 20 │
├────┼─────────────────────────────────────────────────────┼──────────────┼──────────┼────────────────────────┤
│ 10 │ Accommodation and Food Services │ 1 │ 7 │ 10 │
├────┼─────────────────────────────────────────────────────┼──────────────┼──────────┼────────────────────────┤
│ 11 │ Consumer Services │ 1 │ 5 │ 10 │
├────┼─────────────────────────────────────────────────────┼──────────────┼──────────┼────────────────────────┤
│ 12 │ Hospitals and Health Care │ 1 │ 6 │ 10 │
├────┼─────────────────────────────────────────────────────┼──────────────┼──────────┼────────────────────────┤
│ 13 │ Oil, Gas, and Mining │ 1 │ 9 │ 10 │
├────┼─────────────────────────────────────────────────────┼──────────────┼──────────┼────────────────────────┤
│ 14 │ Retail │ 1 │ 6 │ 10 │
├────┼─────────────────────────────────────────────────────┼──────────────┼──────────┼────────────────────────┤
│ 15 │ Technology, Information and Media │ 0 │ 5 │ 0 │
╘════╧═════════════════════════════════════════════════════╧══════════════╧══════════╧════════════════════════╛
Insights
Although there are a lot of industries with matching skills, the position in which they appear match the most for Government Administration; Wholesale.