Senior Generative AI Architect

Senior Generative AI Architect (Salesforce / Healthcare Domain)Location:Coimbatore, TN, On-Site Experience:4 to 8+ years Employment Type:Full-time Compensation:Competitive + Benefits + Performance BonusAbout the Role As aSenior Generative AI Architect, you will be the technical brain behind our most ambitious GenAI initiatives. This is not research only role; you willengineer, scale, and productionizeagentic LLM systems that solve real enterprise challenges inHealthcareandSalesforce ecosystems. You will architectstateful multi agent systems, optimized LLM pipelines, and production grade orchestration frameworksthat are compliant, scalable, and high impact. If you thrive at the intersection ofdeep technical rigor, domain expertise, and real world deployment, this is the role for you.What You’ll Do Architect Next Gen AI Systems Design and implementrobust, stateful agentic systemscapable of dynamic task decomposition, planning, and real time tool use. Engineerlow latency, high throughput pipelinesfor mission-critical enterprise use cases. Engineer Advanced LLM Pipelines Go beyond basic RAG, buildhybrid retrieval pipelines(semantic, keyword, knowledge graph), integratere ranking models, and orchestratechain of thought routing. Leveragevector databases(Pinecone, Weaviate, Milvus, FAISS) and embedding strategies for intelligent retrieval at scale. Model Customization & Optimization Lead strategy formodel selection, fine tuning, and specialization(PEFT, LoRA, QLoRA, adapters). Optimize models for inference withquantization, distillation, and frameworks like vLLM, DeepSpeed, TensorRT. Implementevaluation & guardrails(RAGAs, TruLens, adversarial testing, toxicity filters). Full-Stack AI Engineering Ownend to end lifecycle: data ingestion, preprocessing, embeddings, model deployment, monitoring, and continuous improvement. Build scalable infrastructure withMLOps/LLMOpsprinciples: CI/CD, automated testing, observability, telemetry, and drift detection. Deploy onAWS (Bedrock, SageMaker), Azure AI Studio, or GCP Vertex AI, leveraging Kubernetes, Docker, and serverless architectures. Domain-Centric Architectures Healthcare: Architect HIPAA/FHIR compliant AI workflows (clinical notes, EMR/EHR, imaging, life sciences data). Salesforce: Architect AI/LLM systems that leverageEinstein 1 Platform, Agentforce, Apex, SOQL, MuleSoft & Data Cloud. Technical Leadership Write clean, production gradePython(plus PyTorch/TensorFlow/Keras). Build reusabletools, agents, APIs, and SDKs. Mentor engineers & elevate team technical standards. Influence strategic roadmap with yoursystems level thinking.What You Bring Experience: 4–8+ years in software engineering / AI/ML roles withhands-on ownership of GenAI product lifecycle(ideation → deployment → scale). Generative AI Mastery: Built production grade LLM or agentic system (not just prototypes). Deep Technical Acumen: Programming & Frameworks: Expert Python + PyTorch/TensorFlow, Hugging Face, LangChain, LlamaIndex. LLM Orchestration: Multi agent architectures, custom tools, memory/state handling. Data & Infra: ETL, embeddings, vector DBs, hybrid search, real time streaming. Cloud & MLOps: CI/CD for ML, Kubernetes, Docker, observability, A/B testing at scale. Model Ops: Fine-tuning (LoRA, QLoRA, adapters), optimization (quantization, distillation, pruning). Domain Expertise (must have one, ideally both): Healthcare AI: HIPAA compliance, EMR/EHR systems, HL7/FHIR, life sciences data. Salesforce AI: Custom Apex/Lightning development, Einstein/Agentforce, data integration. Soft Skills: Critical thinker, problem solver, systems level designer. Able to communicate complex architectures to technical & business stakeholders.Why Join Us Hard, meaningful problems: Build AI systems that transform how enterprises in healthcare & Salesforce operate. Technical autonomy: Freedom to choose the right models, frameworks, and pipelines, ship what you believe in. A culture of builders: Join a team of elite engineers solving real world problems with cutting edge AI. Rewards that match impact: Competitive salary, and benefits that reward ambition. If you are a systems-level thinker and a world-class engineer ready to build the next generation of intelligent machines, apply now. Let's create the future together.