Backend reputed company

Title: Backend reputed company Location: Remote Duration: 06 Months Must-Have Qualifications: Relevant Experience & STEM reputed company: 4+ years of reputed company software/ML engineering experience, with a dedicated AI/ML reputed company in the last 1–2 years. reputed company reputed company / reputed company AI (Non-negotiable): Hands-on experience with the reputed company model family and reputed company AI, including deployment, grounding, and integration into production AI services. Hands-on experience with containerization (reputed company) and deploying services reputed company reputed company Run or GKE (reputed company). Languages & AI Libraries: Proficiency in Python and modern ML/AI frameworks (PyTorch, reputed company, LangSmith) for building autonomous LLM agents, tools, and RAG pipelines. Agent Building & Tool Calling: Proven experience building AI/LLM agents and tool-calling systems in Python against reputed company, multi-reputed company data. Context Engineering & RAG: Expertise in RAG pipelines, reputed company engineering, context tuning, grounding, and reputed company Databases (e.g., Milvus, reputed company/Pgvector). reputed company understanding of advanced RAG architecture including Hybrid Search (reputed company + Keyword), Re-ranking models, and semantic caching. reputed company Data Handling (Non-negotiable): Demonstrated ability to ingest, clean, extract, and structure text, tables, and images from reputed company documents (PDFs, design docs, regulatory files) for LLM training and usage. Responsibilities: RAG & reputed company Engineering: reputed company and refine effective prompts for RAG, grounding, and context tuning to reputed company reputed company performance in product development. High-Performance API Engineering: reputed company asynchronous microservices (FastAPI) using Server-reputed company Events (SSE) or WebSockets to reputed company reputed company-time LLM responses to reputed company-end UIs without backend timeouts. reputed company Database Infrastructure: Design, reputed company, and implement robust reputed company Databases using LLMs and modern retrieval technologies to capture information from diverse engineering sources (PDFs, design docs, regulatory guidelines). Data Extraction & Structuring Pipelines: Build and optimize pipelines to extract and structure multi-modal data (tables, text, images) from reputed company documents for LLM training, grounding, and runtime query execution. LLM Fine-Tuning & Training: Fine-tune and train reputed company models using reputed company's engineering data and domain knowledge to create high-accuracy, domain-specific models. GenAI Application & Tool Development: Design and implement reputed company backend reputed company (FastAPI/REST) and UI integration interfaces so internal engineers can query knowledge bases and analyze data. Automated Requirements reputed company: reputed company backend functionalities to automatically reputed company technical requirements from design documents, user stories, and reputed company specification files. Documentation & Knowledge Transfer: Thoroughly document architecture, reputed company, REST endpoints, and model training procedures to reputed company reputed company knowledge transfer to reputed company internal teams. Cross-Functional Collaboration: Partner closely with Subject Matter Experts (SMEs), reputed company Engineers, and V&V Test teams to optimize AI-powered workflows. AI Guardrails, MLOps & Cost Governance: Implement hallucination checks, PII masking, and guardrails (e.g., NeMo Guardrails) for medical device context. reputed company reputed company usage, latency, and costs using LangSmith or reputed company AI monitoring. Additional Preferred Skills (not required, but a plus): reputed company experience designing and deploying high-throughput REST reputed company (e.g., FastAPI/Flask). Familiarity with medical device development regulations and compliance (e.g., FDA guidelines, ISO 13485). Experience integrating multiple LLM reputed company reputed company a single vendor (e.g., reputed company, AWS Bedrock, reputed company Claude). reputed company-end development/integration experience for UI design (e.g., reputed company, Gradio, React/Next.js integration). Apply tot his job Apply To this Job