GenAI / R&D Engineer
7 days ago
GenAI / R&D Engineer – Requirement Summary
Below is the consolidated summary of what the client is expecting for the GenAI + R&D Engineer role (6–10 years experience):
- Strong Hands-On Programming (Mandatory)
• Must be hands-on in at least one core programming language: Python / Angular / React /
• Should be able to build backend APIs and integrate with databases.
- GenAI Skills
• Strong understanding of GenAI fundamentals: RAG, embeddings, model evaluation, hallucination control.
• Prompt engineering experience (very important).
• Experience using AI development tools like Cursor, GitHub Copilot.
• Good to have: Experience with Claude / OpenAI / HuggingFace.
• Ability to build custom GenAI agents and AI-driven applications.
- Cloud & DevOps (Mandatory)
• Strong hands-on experience with AWS (not just deployments).
• Expected knowledge: S3, Lambda, Glue, EC2, IAM, networking basics.
• Experience with containers and Kubernetes.
• DevOps fundamentals: Git branching, CI/CD pipelines.
- API & Database Skills
• Mandatory understanding of:
• REST API development
• SQL / NoSQL databases
• How APIs and DBs integrate with GenAI apps
- Data Engineering Basics
• Ability to handle unstructured data.
• ETL experience is a plus (Glue etc.).
• Knowledge of vector databases like Pinecone / Chroma is beneficial.
- Additional Preferences
• Exposure to European region projects (good to have).
• Petro domain experience is an added advantage.
- Expected Profile
• 6–10 years overall experience.
• Individual Contributor role (no team dependencies).
• Should be up-to-date with latest tech and able to independently build POCs.
• Strong learning mindset and interest in emerging tech.
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