Machine Learning Architect (AWS)
CA, CO, HI, NY, WAFull-TimeLead
Salary153000 - 244700 USD per year
Job Details
- Languages
- English
- Experience
- Minimum 5+ years
- Required Skills
- AWSPythonApache AirflowKerasMachine LearningMLFlowPyTorchTensorflow
Requirements
- Masters with 10+ years of experience or PhD with 6+ years of experience in Machine Learning, Natural Language Processing (NLP) and Deep Learning
- Minimum 5+ years of experience architecting and building Machine Learning solutions
- Minimum 5+ years of experience with cloud platforms (AWS, GCP, Azure)
- Experience building ML models and strong knowledge of ML techniques
- Experience with hugging face, TensorFlow/pytorch, transformer architectures, prompt engineering, agentic systems, LLMs
- Strong coding experience in Python and architectural patterns like microservices
- Solid understanding of agile methodologies and experience in planning machine learning projects from inception to production deployment
- Strong problem-solving skills and the ability to lead a team
- Excellent communication and presentation skills
Responsibilities
- Design machine learning solutions and execute projects end to end from proof-of-concept stage to deployment in production
- Work directly with business representatives/customers to understand requirements
- Be responsible for all phases of the project from problem definition, data annotation, model development, model deployment to end user documentation/training
- Design the architecture of ML solutions on cloud platforms (AWS, Azure, GCP) including MLOPs
- Stay abreast of the latest developments in machine learning research and adapt models to solve customer’s problems
- Develop strong relationships with customers
