RoleFit

Role catalog

16 roles. Every required skill, visible.

Your resume is scored against this curated catalog. Each role lists its expected skills — exactly what the matching engine checks for, with no hidden criteria.

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Showing 16 of 16 roles

7 required skills

Data Analyst

Turn raw data into insights, reports, and dashboards that guide business decisions.

pythonsqlexcelpandaspower bistatisticsdata visualization
7 required skills

Machine Learning Engineer

Build, deploy, and maintain machine learning models as reliable production services.

pythonmachine learningscikit-learnfastapidockermlflowcloud deployment
8 required skills

Data Scientist

Explore data, model uncertainty, and communicate findings that shape product strategy.

pythonsqlstatisticsmachine learningscikit-learnpandasdata visualizationdeep learning
7 required skills

Data Engineer

Design pipelines and infrastructure that move, transform, and store data at scale.

pythonsqletlapache sparkairflowdockercloud deployment
6 required skills

Frontend Developer

Craft fast, accessible, and expressive user interfaces for the web.

htmlcssjavascriptreacttypescriptgit & github
7 required skills

Backend Developer

Design APIs, business logic, and data layers that power applications behind the scenes.

javascriptnode.jsexpressrest apisqlmongodbdocker
7 required skills

Full Stack Developer

Ship end-to-end features across the interface, API, and database layers of a product.

javascriptreactnode.jsrest apisqlgit & githubdocker
7 required skills

DevOps Engineer

Automate builds, deployments, and infrastructure so teams ship reliably and often.

linuxgit & githubdockerkubernetesci/cdawscloud deployment
6 required skills

Business Analyst

Bridge business questions and data, translating needs into reports and requirements.

excelsqlpower bistatisticsdata visualizationagile & scrum
6 required skills

NLP Engineer

Build systems that understand and generate human language using modern ML techniques.

pythonmachine learningnlptransformers & llmspytorchdocker
6 required skills

QA / Test Engineer

Protect product quality with test plans, automation, and sharp attention to edge cases.

testing & qapythonsqlgit & githubci/cdrest api
7 required skills

AI / LLM Application Engineer

Architect generative AI solutions, RAG pipelines, and agentic workflows using modern LLM APIs and vector stores.

pythontransformers & llmslangchain & llamaindexretrieval augmented generation (rag)vector databasesprompt engineeringfastapi
7 required skills

Cloud Solutions Architect

Architect resilient, secure, and scalable multi-cloud infrastructure and microservice topologies.

awsterraform & iackubernetesdockermicroservicessystem design & architectureci/cd
6 required skills

Cybersecurity Analyst

Guard infrastructure and applications against threat actors with proactive audits, SIEM, and vulnerability triage.

cybersecuritylinuxpenetration testing & ethical hackingsiem & soc operationsowasp & app securitygit & github
5 required skills

Mobile App Developer

Craft fluid, cross-platform mobile experiences for iOS and Android with modern frameworks.

javascripttypescriptreact nativerest apigit & github
6 required skills

Technical Product Manager

Translate business vision into clear technical roadmaps, PRDs, and high-impact engineering sprints.

product managementagile & scrumsqldata analysisrest apisystem design & architecture