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Research Engineer Multimodal AI systems

Bosch Group

San Rafael (CA)

On-site

USD 100,000 - 130,000

Full time

3 days ago
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Job summary

A leading company in AI research is seeking an experienced engineer to enhance software workflows for AI/ML projects. The role involves coordinating research efforts, maintaining software tools, and running large-scale experiments. Ideal candidates have a strong background in multimodal sensor fusion and proficiency in Python and PyTorch. Join a collaborative team to push the boundaries of innovation and contribute to cutting-edge product development.

Qualifications

  • 3+ years of industry experience on multimodal sensor fusion.
  • Familiarity with high-performance computing systems.

Responsibilities

  • Streamline software workflow of AI/ML research projects.
  • Run large-scale AI experiments with the team.
  • Maintain software tools and optimize existing models.

Skills

Python
Communication
Teamwork

Education

MS degree

Tools

PyTorch
Docker
Git
MLFlow
Azure
VSCode
PyCharm

Job description

Job Description

Originating from Bosch AI research in Pittsburgh, we are responsible for pushing the boundaries of signal sensing and multimodal models through key innovations to solve complex industry problems and shape the future of Bosch products and services for both internal and external users. We work with internal partners of different Bosch business units to transfer our solutions into future products. We also actively collaborate with leading groups in academia and industry to promote research ideas and publish research findings in internationally renowned conferences and journals.

In this position, you are expected to:

  • Become the engineering multiplier of a research team, by streamlining the software workflow of different AI/ML research projects.
  • Define and maintain good software engineering and documentation practices in the team, coordinate reviews and maintenance of our codebase, coordinate contributions from different projects.
  • Run large-scale AI experiments in coordination with the team, aiding researchers in validating ideas and prototypes across a variety of public and private datasets.
  • Maintain software tools that the team delivers to other units, fix bugs, provide support, discuss with the team missing functionalities and propose future developments grounded in business needs.
  • Optimize existing models and data pipelines, deploy AI models for proof-of-concept or studies.

Qualifications:
Qualifications

Basic Qualifications

  • MS degree or higher with 3+ years of industry experience after graduation on multimodal sensor fusion.
  • Proficiency with Python, PyTorch (including libraries such as torchaudio, torchvision, torchmetrics), PyTorch Lightning, dependency management software (Poetry), version control systems (Git), pre-commit, linting, CI/CD workflows, containerization (Docker), MLOps on public cloud infrastructures (Azure), integrated development environment (VSCode or PyCharm) and experiment tracking tools (MLFlow).
  • Familiarity with high-performance computing (HPC) systems and job schedulers (Slurm, LSF).
  • Strong interpersonal, communication, and teamwork capabilities.

Preferred Qualifications

  • 5+ years of experience in industrial research and productization.
  • Familiarity with container orchestration systems (Kubernetes).
  • Hands-on experience in product development in the above-mentioned areas for consumer/enterprise markets.

Additional Information

** Equal Opportunity Employer, including disability / veterans.**

*Bosch adheres to Federal, State, and Local laws regarding drug-testing. Employment is contingent upon the successful completion of a drug screen and background check. Candidates who have been offered the position must pass both screenings before their start date.

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