Tech Lead AI and ML Engineer
RemoteBrazil
Job Summary
Lead a team of developers to build cutting-edge AI solutions while raising trade-offs on design approaches and elaborating detailed design documents. Improve and abstract current functionalities into reusable libraries, developing solution components in partnership with the Data team. Participate in technical discussions with customer operations, follow Agile processes across all development phases, and foster a culture of collaboration. Manage ML models in production using tools like MLFlow and ensure clean code implementation through rigorous code reviews and unit testing. This role supports Coforge's delivery of advanced AI and ML services, leveraging expertise in Python, AWS, and LLMs to drive technical leadership and innovation within the organization.
Required Qualifications
- Experience with Python libraries for machine learning (Pandas, Matplotlib, Scikit learn, PyTorch)
- Experience with Machine Learning and Deep Learning
- Experience with NLP (NLTK, tokenization, feature extraction, embeddings)
- Experience with LLMs (prompt engineering, few shot learning, LiteLLM API + AWS Bedrock)
- Experience with AWS Cloud (S3, Lambda, IAM, EC2, RDS, Cloudwatch, Bedrock, EKS)
- Experience with Distributed Systems
- Experience with API implementation in Python (FastAPI, Pydantic, HTTP exceptions management)
- Experience in Leading Software Development Teams
- Git version control
- Linux environment
- Experience with Jupyter Notebooks
- Experience working with machine learning models in production
- Software development expertise in general (unit test implementation, code review, clean code implementation, version control, etc)
- Experience in using GenAI in the software development lifecycle
- Experience with ML models management (ex. MLFlow)
Desired Qualifications
- API Gateway concepts
- AWS Bedrock experience
- Creating Python Libraries
- Experience with Data Science
- Experience with MLOps
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