
Senior AI/ML Engineer
15 hours ago
Job Overview:
We are seeking a seasoned Technical Architect with expertise in designing and implementing scalable, secure, and high-performance architectures on AWS for AI/ML applications.
This role involves architecting AI/ML-driven solutions, ensuring best practices in cloud deployment, security, and scalability while collaborating with cross-functional teams.
Key Responsibilities- Technical Leadership & Architecture:
- Design 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 SageMaker, Lambda, API Gateway, DynamoDB, ECS, S3, OpenSearch, and Step Functions.
- Lead full lifecycle development of AI/ML solutions—from proof-of-concept to production—ensuring reliability and performance.
- Define and implement best practices for MLOps, DataOps, and DevOps on AWS.
- AI/ML Expertise:
- Design Conversational AI 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 SageMaker and AI/ML pipelines.
- Cloud & Infrastructure Management:
- Architect 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 Engagement:
- Lead and mentor a team of ML engineers, Python developers, and Cloud Engineers.
- Collaborate with business stakeholders, product teams, and multiple clients to define requirements and deliver AI/ML-driven solutions.
- Conduct technical workshops, training sessions, and knowledge-sharing initiatives.
- Multi-Client & Business Strategy:
- Manage multiple client engagements, delivering AI/ML solutions tailored to their business needs.
- Define AI/ML 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.
- Cloud & DevOps:
- AWS Services: SageMaker, Lambda, API Gateway, DynamoDB, S3, ECS, Fargate, OpenSearch, RDS
- MLOps: SageMaker Pipelines, CI/CD (CodePipeline, GitHub Actions, Terraform, CDK)
- Security: IAM, VPC, CloudTrail, GuardDuty, KMS, Cognito
- AI/ML & GenAI:
- LLMs & Generative AI: Bedrock (Claude, Mistral, Titan), OpenAI, Llama
- ML Frameworks: TensorFlow, PyTorch, LangChain, Hugging Face
- Vector DBs: OpenSearch, Pinecone, FAISS
- Software Architecture & Scalability:
- Serverless & Microservices Architecture
- API Design & GraphQL
- Event-Driven Systems (SNS, SQS, EventBridge, Step Functions)
- Performance Optimization & Auto Scaling
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