Role overview
- Seeking an AI/ML Engineer, responsible for building, training, fine-tuning, and evaluating advanced language models.
- The ideal candidate will have hands-on experience with state-of-the-art machine learning techniques, specifically for natural language processing (NLP), and will also have a strong understanding of full-stack development.
- This person will work across the model development lifecycle and collaborate with cross-functional teams to deliver high-impact solutions.
What you'll work on
- Knowledge and experience of Language models is required
- Specific experience with Marian and multi-lingual model development
- Knowledge of Computation Linguistics is a plus
- Experience with Open-Source model libraries, Deep Learning Containers (DLC), GPU technologies and optimization / tuning
- Strong Java, C, C++ programming experience
- Willingness to support occasional on-call duties is a plus
- Model Development & Training:
- Build, train, and fine-tune machine learning models, particularly language models
- Apply best practices in model training, tuning, and optimization.
- Design and implement solutions for model performance improvement.
- Evaluation & Testing:
- Conduct rigorous model evaluation, including performance analysis and benchmarking.
- Perform error analysis, debugging, and model diagnostics to ensure quality and reliability.
- Model Deployment & Integration:
- Work with cloud-based AI platforms (especially AWS Sagemaker) to deploy and scale models.
- Integrate machine learning models into production environments, ensuring seamless integration with other systems.
- Full-Stack Engineering:
- Contribute to the development and maintenance of the full stack for AI model-based applications (front-end and back-end).
- Collaborate with software engineers to build scalable and efficient deployment pipelines.
- Collaboration & Reporting:
- Work closely with data scientists, product teams, and engineers to translate business requirements into technical solutions.
- Document workflows, model design processes, and technical specifications.
What we're looking for
- Experience with secure data handling and compliance requirements
- Experience working with Large Language Models (LLMs)
Tags & focus areas
Used for matching and alerts on DevFound Fulltime Remote Ai Ai Engineer Machine Learning