Senior Machine Learning Engineer

As a skilled Senior Machine Learning Engineer specializing in GenAI and NLP, you will work with a cross functional team responsible for the continued development and scaling of a high-profile Gen AI product at a large biotechnology company. Working with the team you will design, prototype, develop, and optimize AI solutions in support of new feature development and refinement of existing workflows.

 

• Contribute to solving business problems with cutting-edge AI solutions and innovate on ways to improve cost-efficiency and reliability of those solutions

• Collaborate with cross-functional teams to gather requirements and ensure seamless integration with the rest of the ecosystem.

• Focus on practical AI challenges such as improving reasoning and evaluation in real-world scenarios.

• Research and stay up-to-date on the latest advancements in generative AI technologies and methodologies.

• Document architectures, processes, and technical decisions.

• Experience scaling user-interactive RAG solutions to operate quickly on millions of documents.

• Design and develop AI tools that can be called via API or through batch transformations for large datasets.

• Implement end-to-end solutions for batch and real-time algorithms along with tooling around monitoring, logging, automated testing, and performance testing.

• Bachelor s or Master s degree in Computer Science, Engineering, Data Science, or a related field.
• Proficiency in basic machine learning concepts and methods, especially those related to GenAI and NLP
• Strong knowledge of ML/Gen AI services and libraries, such as AWS SageMaker, AWS Bedrock, PyTorch
• Experience using opensource LLMs
• Strong knowledge of Python, SQL, and additional data processing languages.
• Experience in AWS (e.g., EC2, Lambda, RDS) for data processing and back-end applications.
• Experience with ETL tools (e.g., Apache Spark, Airflow), data modeling/warehousing and CI/CD tools is a plus.

• Energetic and enthusiastic
• Autonomous and self-motivated
• Growth mindset
• Embraces challenges
• Building new things gets your blood pumping!
• Curiosity and deep interest in the world
• Challenges the status quo constructively