Key Skills Required
- Core Engineering
- Strong Python; solid OOP, typing, packaging
- Test automation frameworks: pytest, Playwright/Cypress, Pact (contract testing)
- Git, GitHub Actions / FluxCD, GitOps workflows
- Kubernetes, Docker, Helm basics
- AI / LLM Engineering
- Hands-on with LLM APIs (OpenAI, Anthropic, Azure OpenAI) and prompt engineering
- RAG pipelines, embeddings, vector stores (FAISS, pgvector, or similar)
- LangChain / LlamaIndex or equivalent orchestration frameworks
- Fine-tuning and model adaptation basics (LoRA / PEFT awareness)
- Evaluation & Observability
- LLM evaluation frameworks: Ragas, DeepEval, promptfoo, LangSmith
- Metrics: groundedness, faithfulness, accuracy, latency, token cost
- Golden dataset design and regression harness setup
- Observability: OpenTelemetry, LangFuse, MLflow
- Guardrails & Trust
- NeMo Guardrails, Guardrails AI, Llama Guard, or custom policy engines
- Output schema validation (Pydantic, JSON schema)
- PII / IP leakage detection, hallucination checks, rate-limit and cost controls
- Quality & DevOps
- SonarQube, static analysis, code review automation
- CI/CD integration of AI tests and evals
- Familiarity with Speckit-driven and agentic delivery workflows
- Soft Skills
- Collaborative mindset — works across GenAI Architect, domain developers, and QA
- Clear documentation and evidence-based reporting
- Comfortable operating in a hybrid Zensar + Vanderlande POD environment
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What We Do
Zensar is a leading experience, engineering, and technology solutions company. We conceptualize, build, and manage digital products for Forbes Global 2000 clients across the hi-tech engineering, banking and financial services, insurance, manufacturing and consumer services verticals. With proven excellence across five core areas, including experience services, advanced engineering services, data engineering and analytics, foundation services, and application services, our solutions leverage industry-leading platforms to help our clients be competitive, agile, and disruptive while moving with velocity through change and opportunity. Zensar’s expansive ecosystem of 60+ technology partners, including Oracle, Salesforce, SAP, Guidewire, Automation Anywhere, Adobe, and UiPath, enables us to deliver comprehensive solutions to clients, facilitating seamless integration and allowing them to leverage cutting-edge technologies and tools for enhanced business outcomes. Zensar is part of the USD 4.4 billion RPG Group. With headquarters in Pune, India, our 10,500+ employees, representing over 50 nationalities, work from 30+ locations across North America, UK/Europe, and South Africa. Visit us at www.zensar.com
