Vacancy description
BIG IDEAS SOCIAL MEDIA RECRUITMENT PVT LTD
Bangalore, भारत
Role Overview:In this role, you will design, build, and deploy Generative AI solutions, including LLM-powered applications, retrieval-augmented generation (RAG), and agentic workflows, integrated with enterprise data and systems. You will work alongside senior engineers to deliver reliable, scalable, and safe GenAI https://jobeax.com/link/zx1sxpZAabXefAIb You'll Do:- Design and implement LLM-powered conversational experiences (chat assistants/AI Agents), integrating tools, APIs, and enterprise data sources.- Build and maintain RAG pipelines (document ingestion, chunking, embeddings, indexing) using vector databases and AI-enabled search.- Develop LLM inference and orchestration components (prompt templates, function/tool calling, streaming, caching) that meet defined latency and reliability targets.- Implement safety and compliance guardrails (content filtering, prompt injection defenses, data access controls) and support red-teaming/testing of GenAI applications.- Help optimize GenAI solutions for cost and performance (token usage, prompt compression, caching, model routing) while maintaining response quality.- Apply Responsible AI practices for GenAI (grounding, hallucination mitigation, privacy-by-design, bias/toxicity evaluation) and align with security requirements.- Document designs, prompts, evaluation results, and operational runbooks; contribute reusable components and code that the wider team can build on.Qualifications:- BE/BTech in Computer Science, Data Science, Engineering, or a related field.- 3 - 5 years of total experience as a software engineer, including hands-on experience building and shipping AI/ML and GenAI solutions (LLMs, RAG, prompt/tool calling) using Python.- Programming skills in Python and experience building LLM applications using common frameworks (e.g., LangChain, LangGraph).- Hands-on experience deploying GenAI applications on cloud platforms (GCP/Azure/AWS).- Experience with vector databases (e.g., Pinecone, Milvus, Weaviate, Elasticsearch/OpenSearch).- Working knowledge of CI/CD, observability for GenAI systems, and Agile https://jobeax.com/link/MVNcjyVNgoiwRmiW Stack (Good to have):- Node, React, Terraform, Git, GitLab, Docker, Kubernetes. (ref:hirist.tech)