18 Sep
|
A.P. Moller - Maersk
|
Bengaluru
18 Sep
A.P. Moller - Maersk
Bengaluru
Key Responsibilities:
- Full-Stack Development: Design and build scalable web applications, including responsive frontends (React, Next.js) and high-performance backends (Python, FastAPI, Node.js).
- AI & Agent Integration: Integrate LLMs, small language models (SLMs), and multi-agent workflows via APIs or custom orchestration frameworks.
- Data & Knowledge Pipelines: Manage relational databases alongside vector stores to support retrieval-augmented generation (RAG) and real-time context retrieval.
- AI-First UX: Design intuitive user experiences for AI interactions, including streaming responses, intermediate thought outputs, and error handling for non-deterministic AI behavior.
- Deployment & Operations: Implement CI/CD pipelines, containerization (Docker, Kubernetes), and monitoring tools to track model performance, latency, and operational costs in production.
- Lead the discussion with business users. Understand what they need, challenge it where needed, and turn it into a clear solution design.
- Set up proper evaluation for every solution. Measure accuracy, cost per request, token usage and response time then improve them.
Required Qualifications:
- Experience: 7+ years of professional software development experience, with a strong portfolio of applied AI applications (At least 5+ production deployed use cases).
- Frontend Skills: Proficiency in modern JavaScript/TypeScript, React, or Next.js.
- Backend Skills: Robust command of Python for backend services and API design (FastAPI, Flask).
- AI/ML Knowledge: Hands-on experience with OpenAI, Anthropic, or open-source LLMs, prompt engineering, vector databases (Pinecone, pgvector, Milvus), and RAG pipelines.
- Infrastructure: Working knowledge of cloud platforms (AWS, GCP, or Azure) and container tools like Docker.
- ERP Experience: Prior experience of working in SAP will be a plus
Preferred Skills:
- Experience building multi-agent systems or using agent frameworks (LangChain, Langgraph, LlamaIndex)
- Knowledge of MLOps and observability tools (LangSmith, Arize, Prometheus)
- Understanding of fine-tuning or self-hosting smaller open-source models
📌 Senior Software Engineer -Python Full Stack +AI (Bengaluru)
🏢 A.P. Moller - Maersk
📍 Bengaluru