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500+ in-demand skills mapped to 3500+ universities. Find university talent pools by skill, category and demand band.

Software Engineering

Software Engineering skills

60 skills · avg compensation ₹15 LPA

JavaScript₹12LTypeScript₹16LPython₹14LJava₹13LC++₹13LC#₹12LGo₹22LRust₹26LKotlin₹18LSwift₹18LRuby₹14LPHP₹8LScala₹22LElixir₹22LDart₹12LR₹10LMATLAB₹11LPerl₹9LBash Scripting₹10LShell Scripting₹10LObject Oriented Programming₹11LFunctional Programming₹16LData Structures₹14LAlgorithms₹15LSystem Design₹28LLow Level Design₹22LHigh Level Design₹26LDesign Patterns₹16LMicroservices₹24LMonolith Architecture₹14LEvent Driven Architecture₹22LREST APIs₹13LGraphQL₹18LgRPC₹22LWebSockets₹16LMulti Threading₹18LConcurrency₹20LMemory Management₹16LGarbage Collection₹14LCompiler Design₹18LOperating Systems₹14LComputer Networks₹12LTCP/IP₹12LLinux₹13LUnix₹12LGit₹9LGitHub₹9LGitLab₹9LBitbucket₹8LMercurial₹8LCode Reviews₹12LRefactoring₹14LPair Programming₹12LTest Driven Development₹16LBehavior Driven Development₹14LDomain Driven Design₹20LClean Code₹14LClean Architecture₹18LHexagonal Architecture₹18LCQRS₹20L
Frontend Development

Frontend Development skills

40 skills · avg compensation ₹14 LPA

React₹16LNext.js₹20LVue.js₹14LNuxt.js₹16LAngular₹14LSvelte₹18LSvelteKit₹20LSolid.js₹18LRemix₹20LAstro₹18LHTML5₹8LCSS3₹8LTailwind CSS₹12LSass₹10LLess₹9LCSS Modules₹10LStyled Components₹12LEmotion₹11LMaterial UI₹12LChakra UI₹12LAnt Design₹12LShadcn UI₹14LRedux₹14LZustand₹14LMobX₹12LReact Query₹14LSWR₹13LWebpack₹12LVite₹13LRollup₹12LParcel₹10LESBuild₹12LTurbopack₹14LStorybook₹12LWeb Components₹12LProgressive Web Apps₹14LServer Side Rendering₹16LStatic Site Generation₹14LWeb Performance₹18LAccessibility₹14L
Backend Development

Backend Development skills

40 skills · avg compensation ₹17 LPA

Node.js₹16LExpress.js₹13LNestJS₹18LFastify₹16LBun₹18LDeno₹16LDjango₹14LFlask₹12LFastAPI₹18LSpring Boot₹18LSpring Cloud₹22LHibernate₹14LQuarkus₹22LMicronaut₹22LASP.NET Core₹16LRuby on Rails₹14LLaravel₹10LSymfony₹10LPhoenix Framework₹20LGin Framework₹22LEcho Framework₹20LActix Web₹24LAxum₹24LAuthentication₹14LAuthorization₹14LOAuth 2.0₹14LOpenID Connect₹14LJWT₹12LSAML₹14LRate Limiting₹14LCaching Strategies₹16LAPI Gateway₹18LService Mesh₹22LMessage Queues₹18LEvent Sourcing₹22LWebhook Design₹14LIdempotency₹16LDistributed Systems₹26LDistributed Locks₹22LSaga Pattern₹22L
Mobile Development

Mobile Development skills

25 skills · avg compensation ₹14 LPA

React Native₹14LFlutter₹14LiOS Development₹18LAndroid Development₹16LJetpack Compose₹18LSwiftUI₹20LObjective-C₹14LXamarin₹12LIonic₹12LCordova₹10LKMP₹18LExpo₹14LMobile UI Design₹12LMobile Performance₹14LPush Notifications₹12LMobile Analytics₹12LApp Store Optimization₹10LIn App Purchases₹12LMobile Security₹16LMobile Testing₹12LMobile DevOps₹16LWearable Apps₹14LAR Mobile Development₹18LVR Mobile Development₹18LCross Platform Development₹14L
Artificial Intelligence

Artificial Intelligence skills

40 skills · avg compensation ₹24 LPA

Machine Learning₹22LDeep Learning₹26LNatural Language Processing₹26LComputer Vision₹26LReinforcement Learning₹28LGenerative AI₹32LLLM Engineering₹32LPrompt Engineering₹24LRAG Systems₹28LVector Databases₹24LLangChain₹24LLlamaIndex₹24LHugging Face₹22LPyTorch₹24LTensorFlow₹22LJAX₹26LKeras₹18LScikit-Learn₹16LXGBoost₹18LLightGBM₹18LCatBoost₹18LMLOps₹26LMLflow₹22LKubeflow₹24LWeights and Biases₹22LFeature Engineering₹18LModel Deployment₹22LModel Monitoring₹22LA/B Testing₹18LRecommendation Systems₹24LTime Series Forecasting₹18LAnomaly Detection₹20LSpeech Recognition₹22LOCR₹16LDiffusion Models₹28LTransformer Architectures₹28LFine Tuning LLMs₹30LLoRA₹26LQuantization₹26LAgentic AI₹32L
Data

Data skills

20 skills · avg compensation ₹18 LPA

Data Science₹18LData Engineering₹22LData Analytics₹12LBusiness Intelligence₹14LSQL₹10LNoSQL₹14LPostgreSQL₹14LMySQL₹12LMongoDB₹14LRedis₹16LElasticsearch₹18LCassandra₹18LDynamoDB₹18LSnowflake₹24LDatabricks₹26LBigQuery₹22LApache Spark₹22LApache Kafka₹22LApache Flink₹24LApache Airflow₹20L
Cloud Infrastructure

Cloud Infrastructure skills

23 skills · avg compensation ₹17 LPA

AWS₹18LAzure₹18LGoogle Cloud Platform₹20LOracle Cloud₹16LIBM Cloud₹14LCloudflare Workers₹18LVercel₹14LNetlify₹12LDigitalOcean₹12LLinode₹12LAWS Lambda₹20LAWS EC2₹16LAWS S3₹14LAWS RDS₹16LAWS ECS₹20LAWS EKS₹24LAWS DynamoDB₹18LAWS CloudFormation₹18LAWS CDK₹20LAzure Functions₹18LAzure DevOps₹16LGCP BigQuery₹22LGCP Pub/Sub₹20L
DevOps

DevOps skills

27 skills · avg compensation ₹18 LPA

Docker₹14LDocker Compose₹12LKubernetes₹24LHelm₹20LIstio₹22LLinkerd₹22LArgo CD₹22LTerraform₹22LPulumi₹22LAnsible₹18LChef₹14LPuppet₹14LJenkins₹14LGitHub Actions₹16LGitLab CI₹16LCircleCI₹14LBitbucket Pipelines₹12LPrometheus₹18LGrafana₹16LDatadog₹20LNew Relic₹18LSplunk₹18LPagerDuty₹16LSite Reliability Engineering₹28LChaos Engineering₹24LObservability₹22LIncident Management₹20L
Security

Security skills

25 skills · avg compensation ₹18 LPA

Cybersecurity₹18LNetwork Security₹16LApplication Security₹22LCloud Security₹24LPenetration Testing₹18LEthical Hacking₹18LSOC Analysis₹12LSIEM₹14LThreat Intelligence₹18LVulnerability Management₹16LDevSecOps₹22LCryptography₹20LZero Trust Architecture₹24LIAM₹18LOWASP Top 10₹16LSecure Code Review₹18LIncident Response₹18LForensics₹16LMalware Analysis₹18LRed Team₹22LBlue Team₹18LPurple Team₹22LGRC₹16LISO 27001₹14LSOC 2 Compliance₹16L
Product Management

Product Management skills

19 skills · avg compensation ₹17 LPA

Product Management₹26LTechnical Product Management₹30LGrowth Product Management₹28LProduct Strategy₹28LProduct Analytics₹22LRoadmap Planning₹22LUser Research₹16LCustomer Discovery₹18LStakeholder Management₹18LAgile₹12LScrum₹12LKanban₹11LSAFe₹14LJIRA₹10LConfluence₹9LNotion₹10LLinear₹12LAsana₹10LTrello₹8L
Marketing

Marketing skills

23 skills · avg compensation ₹13 LPA

Digital Marketing₹10LPerformance Marketing₹14LSearch Engine Optimization₹12LProgrammatic SEO₹20LSearch Engine Marketing₹12LContent Marketing₹10LEmail Marketing₹9LMarketing Automation₹14LSocial Media Marketing₹9LInfluencer Marketing₹10LAffiliate Marketing₹12LBrand Management₹16LBrand Strategy₹18LPublic Relations₹10LCopywriting₹10LConversion Rate Optimization₹16LGoogle Analytics₹10LGoogle Ads₹12LMeta Ads₹12LLinkedIn Ads₹14LHubSpot₹12LSalesforce Marketing Cloud₹16LMarketo₹14L
Sales

Sales skills

9 skills · avg compensation ₹15 LPA

Sales₹10LEnterprise Sales₹24LInside Sales₹10LSolution Selling₹18LAccount Management₹14LSales Operations₹16LCustomer Success₹14LSalesforce CRM₹14LHubSpot CRM₹12L
Business

Business skills

9 skills · avg compensation ₹14 LPA

Negotiation₹14LBusiness Development₹16LStrategic Planning₹22LOperations Management₹14LSupply Chain Management₹14LLogistics₹10LProcurement₹12LVendor Management₹14LProject Management₹14L
Finance

Finance skills

25 skills · avg compensation ₹20 LPA

Financial Modeling₹18LValuation₹22LEquity Research₹18LInvestment Banking₹26LMergers and Acquisitions₹28LPrivate Equity₹32LVenture Capital₹30LHedge Fund Strategies₹32LAsset Management₹22LWealth Management₹18LQuantitative Finance₹34LRisk Management₹20LCredit Risk₹18LMarket Risk₹20LOperational Risk₹18LTreasury Management₹18LCorporate Finance₹20LInvestor Relations₹20LFP&A₹16LAccounting₹10LAuditing₹10LTaxation₹11LInternal Audit₹12LIFRS₹14LUS GAAP₹16L
Consulting

Consulting skills

10 skills · avg compensation ₹23 LPA

Management Consulting₹28LStrategy Consulting₹30LOperations Consulting₹24LTechnology Consulting₹22LHuman Capital Consulting₹20LFinancial Advisory₹22LRestructuring₹24LDue Diligence₹22LMarket Entry Strategy₹22LCase Interview Prep₹16L
Design

Design skills

25 skills · avg compensation ₹13 LPA

UI Design₹12LUX Design₹14LProduct Design₹18LInteraction Design₹14LVisual Design₹12LDesign Systems₹18LFigma₹10LSketch₹10LAdobe XD₹10LAdobe Photoshop₹9LAdobe Illustrator₹9LAdobe After Effects₹12LMotion Design₹14L3D Design₹16LBlender₹14LCinema 4D₹16LWebflow₹12LFramer₹14LPrototyping₹14LUsability Testing₹14LInformation Architecture₹16LWireframing₹12LService Design₹18LDesign Thinking₹14LAccessibility Design₹14L
Mechanical Engineering

Mechanical Engineering skills

20 skills · avg compensation ₹11 LPA

Mechanical Design₹9LThermodynamics₹8LFluid Mechanics₹9LHeat Transfer₹9LCAD₹8LSolidWorks₹9LAutoCAD₹8LCATIA₹10LANSYS₹12LCFD₹14LFEA₹14LRobotics₹16LROS₹18LMechatronics₹12LIndustrial Engineering₹10LLean Manufacturing₹12LSix Sigma₹14LQuality Control₹10LQuality Assurance₹10LSupply Chain Optimization₹16L
Electrical Engineering

Electrical Engineering skills

13 skills · avg compensation ₹17 LPA

Power Systems₹10LVLSI Design₹18LEmbedded Systems₹14LFPGA Design₹22LRTL Design₹22LVerilog₹20LSystemVerilog₹22LVHDL₹18LSignal Processing₹16LRF Engineering₹18LAntenna Design₹16LPCB Design₹12LIoT₹14L
Civil Engineering

Civil Engineering skills

7 skills · avg compensation ₹10 LPA

Civil Engineering₹7LStructural Engineering₹9LGeotechnical Engineering₹9LTransportation Engineering₹9LEnvironmental Engineering₹10LBIM₹12LConstruction Management₹12L
Healthcare & Bio

Healthcare & Bio skills

15 skills · avg compensation ₹14 LPA

Bioinformatics₹14LGenomics₹18LClinical Research₹12LPharmacology₹10LMedical Devices₹14LHealthcare Analytics₹18LPublic Health₹10LEpidemiology₹12LBiotechnology₹12LMedical Imaging₹18LTelemedicine₹14LNursing Informatics₹12LDigital Health₹16LHIPAA Compliance₹14LFDA Regulatory Affairs₹18L
Emerging Tech

Emerging Tech skills

25 skills · avg compensation ₹19 LPA

Blockchain Development₹22LSolidity₹24LSmart Contracts₹24LWeb3₹22LDeFi₹26LNFT Development₹18LQuantum Computing₹30LAR Development₹18LVR Development₹18LGame Development₹16LUnity₹14LUnreal Engine₹18LGodot₹12LEdge Computing₹22L5G Engineering₹20LDrone Engineering₹16LAutonomous Vehicles₹28LEV Engineering₹16LBattery Technology₹18LRenewable Energy₹14LSolar Engineering₹12LWind Energy₹12LSustainability Strategy₹18LCarbon Accounting₹16LClimate Tech₹20L
People & HR

People & HR skills

13 skills · avg compensation ₹14 LPA

Human Resources₹10LTalent Acquisition₹12LTechnical Recruiting₹14LCampus Recruiting₹12LHR Analytics₹14LCompensation and Benefits₹16LLearning and Development₹12LPerformance Management₹14LEmployee Engagement₹12LDEI₹14LHRIS₹14LWorkday₹18LSAP SuccessFactors₹16L
Communication

Communication skills

12 skills · avg compensation ₹15 LPA

Public Speaking₹10LTechnical Writing₹12LContent Writing₹8LStorytelling₹12LStakeholder Communication₹14LCross Functional Collaboration₹16LCritical Thinking₹14LProblem Solving₹14LDecision Making₹16LLeadership₹22LExecutive Presence₹24LMentorship₹18L
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