Senior AI/ML Lead – AWS, Generative AI
Ccube
full-time
Posted on:
Location Type: Remote
Location: Remote • New Hampshire • 🇺🇸 United States
Visit company websiteJob Level
Senior
Tech Stack
AWSCloudDynamoDBPythonPyTorchTensorflow
About the role
- Design, develop, and deploy AI/ML models on AWS using SageMaker, Bedrock, and related services
- Build LLM-based applications and fine-tune models for domain-specific use cases
- Implement RAG (Retrieval-Augmented Generation) pipelines with vector databases such as OpenSearch, Pinecone, or FAISS
- Develop production-ready ML pipelines leveraging AWS services including Lambda, Step Functions, S3, and DynamoDB
- Integrate ML models into real-world applications in collaboration with cross-functional teams
- Ensure AI solutions align with best practices in security, compliance, and cost optimization
- Stay current with the latest advancements in Generative AI, prompt engineering, and model optimization
Requirements
- 10-15 Years of experience
- Strong expertise in AWS AI/ML stack: SageMaker, Lambda, Step Functions, S3, DynamoDB, etc.
- Proven experience with Generative AI models (GPT, Claude, Mistral, LLaMA, etc.) and fine-tuning techniques
- Hands-on programming experience with Python, TensorFlow, PyTorch, and Hugging Face
- Knowledge of vector databases and embedding models
- Experience in building secure, scalable AI solutions on AWS
- Familiarity with MLOps practices, CI/CD pipelines, and cloud automation
- Strong analytical and problem-solving skills with the ability to work in a fast-paced environment
- Good to Have: Experience with LangChain, Prompt Engineering, and RAG techniques
- Understanding of data governance, AI ethics, and responsible AI practices
- AWS Certifications: Machine Learning Specialty / Associate or other relevant AI certifications
Benefits
- Startup culture with opportunity to grow
- Performance bonuses
- Company stock options
- Health, dental and vision insurance plans
- Pursue growth and learning with career development expenses
- Volunteer and support education for kids & skills development for adults
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard skills
AI/ML modelsLLM-based applicationsRAG pipelinesvector databasesproduction-ready ML pipelinesGenerative AI modelsfine-tuning techniquesPythonTensorFlowPyTorch
Soft skills
analytical skillsproblem-solving skillscollaborationadaptability
Certifications
AWS Machine Learning SpecialtyAWS Machine Learning Associate