Machine learning architect

2 weeks ago

Thrissur, India GoML Full time

Job SummaryWe are looking for a highly skilled Technical Architect with expertise in AWS, Generative AI, AI/ML, and scalable production-level architectures. The ideal candidate should have experience handling multiple clients, leading technical teams, and designing end-to-end cloud-based AI solutions with an overall experience of 9-12 years.This role involves architecting AI/ML/Gen AI-driven applications, ensuring best practices in cloud deployment, security, and scalability while collaborating with cross-functional teams.Key ResponsibilitiesTechnical Leadership & ArchitectureDesign and implement scalable, secure, and high-performance architectures on AWS for AI/ML applications.Architect multi-tenant, enterprise-grade AI/ML solutions using AWS services like Sage Maker, Bedrock, Lambda, API Gateway, Dynamo DB, ECS, S3, Open Search, and Step Functions.Lead full lifecycle development of AI/ML/Gen AI solutions—from Po C to production—ensuring reliability and performance.Define and implement best practices for MLOps, Data Ops, and Dev Ops on AWS.AI/ML & Generative AI ExpertiseDesign Conversational AI, RAG (Retrieval-Augmented Generation), and Generative AI architectures using models like Claude (Anthropic), Mistral, Llama, and Titan.Optimize LLM inference pipelines, embeddings, vector search, and hybrid retrieval strategies for AI-based applications.Drive ML model training, deployment, and monitoring using AWS Sage Maker and AI/ML pipelines.Cloud & Infrastructure ManagementArchitect event-driven, serverless, and microservices architectures for AI/ML applications.Ensure high availability, disaster recovery, and cost optimization in cloud deployments.Implement IAM, VPC, security best practices, and compliance.Team & Client EngagementLead and mentor a team of ML engineers, Python Developer and Cloud Engineers.Collaborate with business stakeholders, product teams, and multiple clients to define requirements and deliver AI/ML/Gen AI-driven solutions.Conduct technical workshops, training sessions, and knowledge-sharing initiatives.Multi-Client & Business StrategyManage multiple client engagements, delivering AI/ML/Gen AI solutions tailored to their business needs.Define AI/ML/Gen AI roadmaps, proof-of-concept strategies, and go-to-market AI solutions.Stay updated on cutting-edge AI advancements and drive innovation in AI/ML offerings.Key Skills & TechnologiesCloud & Dev OpsAWS Services: Bedrock, Sage Maker, Lambda, API Gateway, Dynamo DB, S3, ECS, Fargate, Open Search, RDSMLOps: Sage Maker Pipelines, CI/CD (Code Pipeline, Git Hub Actions, Terraform, CDK)Security: IAM, VPC, Cloud Trail, Guard Duty, KMS, CognitoAI/ML & Gen AILLMs & Generative AI: Bedrock (Claude, Mistral, Titan), Open AI, LlamaML Frameworks: Tensor Flow, Py Torch, Lang Chain, Hugging FaceVector DBs: Open Search, Pinecone, FAISSRAG Pipelines, Prompt Engineering, Fine-tuningSoftware Architecture & ScalabilityServerless & Microservices ArchitectureAPI Design & Graph QLEvent-Driven Systems (SNS, SQS, Event Bridge, Step Functions)Performance Optimization & Auto Scali

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