Gen AI Developer Specialist
Tasks
- Align with data governance regulatory and licensing constraints
- Apply infrastructure as code
- Build RAG pipelines
- Build end-to-end prototypes
- Design data quality checks
- Document designs decisions and runbooks
- Engineer prompts and system messages
- Handle PII securely
- Implement evaluation for accuracy toxicity bias and hallucinations
- Implement fine tuning and parameter efficient methods
- Implement guardrails content filters and policy enforcement
- Implement memory strategies
- Monitor with observability tooling
- Optimize inference for latency throughput and cost
- Package and deploy services with CI CD
- Select and integrate foundation models
- Translate business problems into Gen AI architectures
- Use containerization
Perks/Benefits
- N/A
Skills/Tech-stack
CI/CD | Data Governance | Docker | Embeddings | Evaluation | Fine Tuning | Infrastructure as Code | Language Models | Large Language Models | LoRA | MLOps | Observability | PEFT | Privacy | Prompt engineering | QLoRA | RAG | Re-ranking | Security | Vector Databases | “as-code”
Education
N/A
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