Senior Machine Learning Specialist
Hamster, San Francisco +1
About the job
You will be responsible for developing and implementing machine learning solutions that power our AI-native platform. This role requires expertise in custom model development, transformer architectures, and production deployment of ML systems.
Responsibilities
- Design and develop custom machine learning models for specific business use cases.
- Implement and optimize transformer architectures for natural language processing tasks.
- Develop and maintain ML pipelines for data preprocessing, model training, and inference.
- Work with large language models and implement fine-tuning strategies.
- Implement retrieval-augmented generation (RAG) systems and optimize their performance.
- Collaborate with engineering teams to deploy ML models in production environments.
- Monitor and maintain model performance in production, implementing retraining strategies as needed.
- Conduct research on emerging ML techniques and evaluate their applicability to our platform.
- Mentor junior ML engineers and contribute to best practices within the team.