Machine Learning Engineer
Skills
Computer ScienceAcademic PublishingComputer VisionDatasetsDeep LearningPattern RecognitionPytorch
What the job involves
The main requirements, responsibilities and hiring steps.
Requirements
- 5+ years experience in related field
- Experience with tensorflow/pytorch or Jax
- Experience building distributed, scalable software
- Proficiency in Python
- Ability to thrive in fast-paced environment
- Communicate complex technical concepts
- Thoughtfulness and detail-orientation
Nice to have
- Master or Ph.D. in related field
- Experience with research papers
- Computer vision experience
Day to day
- Collaborate with research engineers to build infrastructure for research operations and automate ML model training and optimization in computer vision
- Write frameworks with modular components to prototype trainings and implement cutting-edge research ideas
- Build robust ML pipelines for inference on large datasets, optimizing GPU use, memory, speed, and accuracy, and design APIs to automate training and validation for specialized models