What are the responsibilities and job description for the Pace Engineering Recruiters | Research Scientist (Foundation Models) position at Pace Engineering Recruiters?
About the job :
We are developing an advanced learning-model based robot designed for real-world deployment in industries such as manufacturing, warehousing, and logistics to address critical labor shortages and help businesses optimize operations.
WHO ARE WE :
We're looking for a highly talented Research Scientist with a deep understanding in developing and fine-tuning foundation modals, particularly in the areas of VLMs, VLAs, Vision Transformers, and multi-modal data. We're looking for someone passionate about tackling difficult AI challenges, such as enabling a learning-model robot to perform dynamic and dexterous tasks in unstructured environments.
Key Responsibilities
- Build foundational model for vision language and action that can exhibit good reasoning and maneuvering capability. Understands transformer based ML architecture really well.
- Design, train and deploy learning-based perception models for on-robot perception systems. Perception models should be able to do multi-modal learning capturing different semantics such as segmentation, object detection, scene understanding and tracking.
- Work with ML infrastructure engineers to assess and monitor model performance, analyze and resolve performance bottlenecks.
- Collaborate with various teams to understand real-world problems and define tasks, incorporating insights into ML products.
- Produce high-quality code for software development, participate in code reviews to ensure the quality of code, and share knowledge with the team.
- Comfortable working with sql queries and ETL logic for data ingress.
Qualifications
What makes you stand out
