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Known enterprise, mid-level ML role in Bangalore with broad responsibilities increases applicant competition.
Role requires specialized ML/vector search and database-integration skills, limiting cross-industry transferability.
Explicit 3+ years plus specialised ML, vector search, and programming language requirements make filters strict.
Design and implement AI/ML capabilities including vector search, Retrieval-Augmented Generation (RAG), and AI agents for enterprise data and database workloads.
Develop scalable, production-ready AI software that operates across cloud (AWS, Azure, GCP), on-premises, and hybrid environments with a focus on performance and maintainability.
Collaborate with AI architects, engineers, and platform teams to translate requirements into technical designs and contribute to evolving AI capabilities and prototypes.
Bachelor’s or Master’s degree in Computer Science, AI, ML, Data Science, Computer Engineering, or related technical field.
Minimum 3 years of professional experience in software engineering, AI/ML, or data engineering with hands-on development.
Proficient programming skills in at least one of C++, Python, Rust, Java, or similar languages.
Experience with AI/ML, NLP, Generative AI, or LLM-based applications and knowledge of vector search, embeddings, and SQL/relational databases.
Experienced in building or integrating AI capabilities involving vector databases, ANN algorithms (e.g., HNSW, IVF, Product Quantization), and generative AI frameworks (e.g., LangChain, MCP).
Comfortable working on cross-cloud and hybrid AI solutions with an emphasis on software engineering best practices including testing, security, and observability.
Operates well in collaborative environments cooperating with multiple technical teams and translating complex AI requirements into operational enterprise software.