Qualifications
Key ResponsibilitiesDesign, build, and maintain Python-based machine learning pipelines and services. Develop, implement, and maintain RESTful APIs and integrations with both internal and external systems. Integrate and operationalize LLM models (e.g., OpenAI, Anthropic, Gemini) within production applications. Create and optimize prompts, prompt templates, and prompt chains for various LLM-driven applications. Collaborate closely with product and engineering teams to convert business requirements into effective ML solutions. Monitor model performance and enhance inference, latency, and reliability. Adhere to best practices for code quality, testing, scalability, and maintainability. Participate in system design and architecture discussions for AI-driven platforms and products. Required Skills & ExperienceStrong proficiency in Python, with practical experience using FastAPI or Flask. Solid background in API development and integration, encompassing REST standards, authentication, versioning, and documentation. Hands-on experience with LLM integration, embeddings, and vector-based retrieval workflows. Good understanding of prompt engineering, including system prompts, RAG workflows, and evaluation techniques. Experience with JSON schemas, logging, asynchronous programming, and error handling. Foundational knowledge of machine learning concepts such as preprocessing, evaluation, and deployment. Exposure to cloud platforms (AWS, GCP, or Azure) is a plus. Nice-to-HaveFamiliarity with vector databases such as Pinecone, Weaviate, or FAISS. Experience with frameworks like LangChain, LlamaIndex, or related tools. Understanding of CI/CD pipelines and current DevOps practices. Exposure to monitoring, observability, and model performance tracking tools. Basic knowledge of Docker and containerized deployments.
About the job
Join a dynamic team as a Member of Technical Staff specializing in Machine Learning
Salary range: Rs 2500000 - Rs 4000000 (i.e., INR 25-40 LPA)
Minimum Experience: 2 years
Location: Bengaluru
Job Type: Full-time
We are seeking a passionate Member of Technical Staff – Machine Learning with 2–3 years of practical experience in Python development, API engineering, and expertise in Large Language Models (LLMs). In this role, you will be instrumental in creating and scaling ML-driven features, embedding AI capabilities into production systems, and aiding in the development of AI-first products.