{"id":2771301,"url":"https://alion.io/job/aurigo-senior-ai-developer-generative-aillm-systems","title":"Senior AI Developer - Generative AI/LLM Systems","company":{"id":2058005,"name":"Aurigo","domain":"aurigo.com","url":"https://alion.io/company/aurigo","size_band":null,"is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":null,"truth_index":null},"role":"AI/ML","role_family":"AI/ML","seniority":"senior","employment_type":null,"work_mode":"hybrid","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Bengaluru, India"],"countries":["IN"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":23000,"max_usd":51000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":29},"experience_years_min":5,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Agentic Workflows","optional":false},{"name":"AI Agents","optional":false},{"name":"AWS","optional":false},{"name":"AWS Bedrock","optional":false},{"name":"Azure","optional":false},{"name":"Embeddings","optional":false},{"name":"FastAPI","optional":false},{"name":"Fine-tuning","optional":false},{"name":"Hallucination","optional":false},{"name":"Hybrid Search","optional":false},{"name":"LLM","optional":false},{"name":"OpenAI","optional":false},{"name":"RAG","optional":false},{"name":"Rest API","optional":false},{"name":"Semantic Search","optional":false},{"name":"Semantic Search","optional":false},{"name":"Sentence-Transformers","optional":false},{"name":"Knowledge Distillation","optional":true},{"name":"Model Distillation","optional":true},{"name":"Python","optional":true},{"name":"Transformers","optional":true}],"status":"live","first_seen_at":"2026-08-20T06:53:22Z","employer_posted_date":null,"last_verified_at":"2026-08-20T06:53:22Z","board_verified":false,"closed_at":null,"days_open":59,"trust":{"level":"not_scored","repost_count":null,"flags":[],"days_open":59},"description":"Senior AI Developer (Generative AI / LLM Systems)\n\nLocation : Bangalore (Hybrid - 5 days working, 3 days work from office)\n\nExperience : 6-10 years (with strong hands-on experience building GenAI / LLM systems)\n\nRole Type : Individual Contributor\n\nReporting to : Engineering Manager/Director\n\nRole Overview : \n\nWe are seeking a Senior AI Developer (GenAI specialization) to design, build, and operate production-grade Generative AI systems that enable natural-language interaction over large-scale enterprise document ecosystems.\n\nThis is a builder and systems-engineering role, not a research or analytics position. You will work from first principles to engineer robust, scalable, and observable GenAI platforms, owning critical components across the lifecycle-from document ingestion and retrieval to LLM orchestration, API serving, and cloud deployment.\n\nYou will collaborate closely with senior engineers and architects while taking clear ownership of execution-level design and delivery for core GenAI systems.\n\nKey Responsibilities :\n\nGenAI Systems & Application Development :\n\n- Design and build enterprise-grade GenAI applications (chatbots, copilots, assistants) that support natural-language search across large document repositories and structured data.\n\n- Develop end-to-end RAG pipelines, including document ingestion, intelligent chunking, metadata extraction, indexing, retrieval, and response generation.\n\n- Implement agentic and tool-using AI workflows for complex reasoning, orchestration, and large-scale document interaction.\n\nRetrieval & Knowledge Engineering :\n\n- Build and optimize vector database pipelines for semantic search, context management, chat memory, and source attribution.\n\n- Implement advanced retrieval strategies, including :\n\n1. Hybrid search (semantic + keyword)\n\n2. Multi-stage retrieval and re-ranking\n\n3. Relevance scoring and evaluation techniques\n\n- Debug and improve retrieval quality, grounding accuracy, and hallucination mitigation in production systems.\n\nLLM Integration & Optimization :\n\n- Integrate and optimize LLMs via AWS Bedrock or Azure OpenAI, including :\n\n1. Context window and token optimization\n\n2. Streaming responses\n\n3. Citation and traceability mechanisms\n\n- Apply LLM optimization techniques (prompt design, fine-tuning where applicable, and model compression) to balance response quality, latency, and cost.\n\nBackend, APIs & Cloud Deployment :\n\n- Build production-ready REST APIs using FastAPI (or similar frameworks), with proper error handling, authentication, and concurrency support.\n\n- Deploy and scale GenAI services on AWS, handling high-throughput, concurrent user traffic.\n\n- Identify and resolve performance bottlenecks, latency issues, and infrastructure cost inefficiencies.\n\nQuality, Monitoring & Governance :\n\n- Implement evaluation metrics and monitoring for GenAI/RAG systems (retrieval quality, latency, failure modes).\n\n- Apply best practices around AI safety, ethics, governance, and observability in production environments.\n\n- Contribute to internal documentation, reusable components, and GenAI engineering standards.\n\n- Support mentoring and knowledge-sharing to help evolve the organization's GenAI engineering culture.\n\nRequired Skills & Experience :\n\nCore Technical Skills (Must-Have) :\n\n- Strong hands-on experience building GenAI / LLM applications from scratch, beyond simple API consumption or demos.\n\n- Deep practical expertise in :\n\n1. Document chunking strategies\n\n2. Metadata extraction\n\n3. Multi-format document pipelines (PDF, DOC, HTML, etc.)\n\n4. Context and memory management for conversational systems\n\n5. Vector databases in production: indexing, retrieval optimization, and performance tuning.\n\n- Embeddings and semantic search: sentence transformers, similarity search, distance metrics.\n\n- Advanced RAG techniques: hybrid retrieval, re-ranking, and multi-step retrieval.\n\n- Backend engineering experience with RESTful APIs (FastAPI or equivalent).\n\n- Cloud-native development and deployment on AWS.\n\nLLM & Platform Skills :\n\n- Production LLM integration using AWS Bedrock, Azure OpenAI, or similar platforms.\n\n- Token efficiency, streaming responses, and response grounding.\n\n- Experience with evaluation frameworks for RAG systems and conversational AI.\n\n- Solid understanding of monitoring, reliability, and cost optimization for AI systems.\n\nCandidates are expected to have deep hands-on ownership in core GenAI systems, with strong working exposure across adjacent areas such as agentic workflows, evaluation, and optimization.\n\nGood to Have :\n\n- Experience with agentic frameworks and tool orchestration.\n\n- Exposure to model fine-tuning, distillation, or compression techniques.\n\n- Familiarity with AI observability tools and governance frameworks.\n\n- Experience supporting enterprise security, compliance, and data privacy requirements.\n\nWhy Join Us :\n\n- Build real, production-grade GenAI systems used at enterprise scale.\n\n- High ownership with deep technical impact.\n\n- Opportunity to help shape GenAI engineering standards and best practices.\n\n- Work at the intersection of AI, backend systems, and cloud engineering in a product-driven environment.\nSkills\nGenerative AI, LLM, RAG, Python, AWS, VectorDB, Conversational AI, AWS Bedrock","description_format":"text","description_chars":5258,"description_truncated":false,"requirements":{"experience_years_min":5,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":null,"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Artificial Intelligence","Project & Work Management Software","Construction Management Software"],"lifecycle":[{"event":"open","at":"2026-10-17T04:49:54Z"}],"visa":[],"liveness":{"score":7,"band":"cold","label":"Long shot","p_open":0.4,"p_active":0.526,"p_room":0.35,"age_days":59,"expected_fill_days":26,"reasons":["seen:59","win:tail"],"computed_at":"2026-10-18T12:36:32Z"},"pay":null,"html_url":"https://alion.io/job/aurigo-senior-ai-developer-generative-aillm-systems","json_url":"https://alion.io/job/aurigo-senior-ai-developer-generative-aillm-systems.json","meta":{"generated_at":"2026-10-18T12:36:32Z","cache_seconds":300,"methodology":"https://alion.io/methodology","terms":"https://alion.io/terms","contact":"https://alion.io/contact","api":"https://alion.io/developers","about":"Alion is a live layer of people, companies and AI agents: who they are, whether they are real and active right now, what they do and how to work with them, readable by people and by agents and paid per call.","catalog":"https://alion.io/catalog.json","usage":{"tier":"crawler_verified","counted_by":"address","units_charged":1,"used_today":18605,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-19T00:00:00Z"}},"offers":[{"id":"company.slices","title":"One company in depth, by slice","status":"live","price":{"credits":0.02,"usd":0.002,"plus_per_slice":{"credits":0.05,"usd":0.005}},"unit":"per company, plus each slice with data","note":"the employer in depth","call":{"mcp_tool":"get_company","arguments":{"id":2058005},"rest":"https://alion.io/mcp/rest/get_company?id=2058005"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Faurigo-senior-ai-developer-generative-aillm-systems"},{"id":"market.stats","title":"A market slice: pay, demand and time to fill","status":"live","price":{"credits":1,"usd":0.1},"unit":"per slice","note":"pay, demand and time to fill for this role and place","call":{"mcp_tool":"market_stats"},"human":"https://alion.io/catalog?offer=market.stats&for=job%2Faurigo-senior-ai-developer-generative-aillm-systems"},{"id":"job.search","title":"Open jobs by role, technology, place, pay and visa","status":"live","price":{"credits":0.02,"usd":0.002},"unit":"per posting in a list","note":"similar open postings","call":{"mcp_tool":"search_jobs"},"human":"https://alion.io/catalog?offer=job.search&for=job%2Faurigo-senior-ai-developer-generative-aillm-systems"},{"id":"company.verify","title":"Is this company real and active right now","status":"pilot","price":null,"unit":"per company","request":{"url":"https://alion.io/catalog/request","method":"POST","body":"{\"offer\": \"company.verify\", \"for\": \"job/aurigo-senior-ai-developer-generative-aillm-systems\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Faurigo-senior-ai-developer-generative-aillm-systems"}]}