Damage Detection Machine Learning Engineer
Remote
Applications have closed
Fyusion, Inc.
Founded in 2014, Fyusion is now part of the Cox Automotive family. Our team includes some of the world's top researchers and developers in light field imaging and AI, continuing to push boundaries and innovate at the highest level from our San Francisco research center.
The Damage Analysis Team is the part of the Fyusion Research Department that designs and develops the technology at the core of Fyusion’s products for automated inspection. This team works at the intersection of deep learning and computer vision, providing the best approaches for an objective assessment of a car's condition, both for fixed and mobile imaging solutions.
This role will work with our best-in-class Research and Engineering teams for improving and enriching our current solutions for damage detection, and bringing new ideas to reality. This is a high-impact role that will give the opportunity to shape products used millions of times per month and that are revolutionizing the car buying experience.
Here's the day to day:
- Develop computer vision and deep learning algorithms for car damage detection.
- Propose and test hypotheses for each new experiment, document the findings.
- Demonstrate robust exploratory/experimental skills.
- Implement and advance models from the research community, including literature surveys and implementing novel techniques from research papers.
- Optimize existing and new algorithms for compute and power constrained environments such as smartphones and for distributed computing systems.
- Contribute to the deployment of these algorithms in containerized solutions.
- Work as part of a team.
- Participate in the engineering life-cycle at Fyusion, including designing systems, writing production code, conducting code reviews and working alongside our Product, Engineering, and QA teams.
Here's what we're looking for:
- Master in Computer Science or 2+ years of relevant experience.
- Experience developing efficient computer vision algorithms/models.
- Python expertise (PyTorch, OpenCV).
- Rapid prototyping experience with Jupyter Lab / Notebooks.
- Proven code profiling and optimization skills.
- Strong critical thinking and hypothesis testing abilities.
- Experience with Docker or other types of containers.
- Solid understanding of Version Control principles, preferably using Git, Github, and Pull Requests.
- This position is suited for a wide range of experience levels. If this peaks your interest and you see yourself described here, please do not hesitate to apply!
Bonus points for:
- C++ experience.
- Experience with multi-camera and/or distributed computing systems.
- Peer reviewed publications in a top tier Computer Vision, Machine Learning, Computer Graphics, or Robotics conference.
A competitive compensation, health, vision and dental benefits with premiums paid by Fyusion, unlimited PTO plan, company holidays (including your birthday), and the chance to be part of a pioneering technology team!
We offer some amazing perks for those working from our SF HQ: commuter benefits, company catered lunches, a fully stocked snack pantry, tons of company off-sites, and a pup friendly workplace.
If you read this job description and saw your name all over this, apply! If you read this, and think that you might need some help hitting all of the points, please apply! We have an entire team who is happy to help and share our knowledge with you.
The benefits do not apply to contract or internship positions.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Computer Science Computer Vision Deep Learning Docker Engineering Git GitHub Jupyter Machine Learning OpenCV Prototyping Python PyTorch Research Robotics Testing
Perks/benefits: Career development Competitive pay Health care Salary bonus Unlimited paid time off
More jobs like this
Explore more AI, ML, Data Science career opportunities
Find even more open roles in Artificial Intelligence (AI), Machine Learning (ML), Natural Language Processing (NLP), Computer Vision (CV), Data Engineering, Data Analytics, Big Data, and Data Science in general - ordered by popularity of job title or skills, toolset and products used - below.
- Open Lead Data Analyst jobs
- Open Data Science Manager jobs
- Open MLOps Engineer jobs
- Open Senior Business Intelligence Analyst jobs
- Open Data Engineer II jobs
- Open Sr Data Engineer jobs
- Open Data Manager jobs
- Open Principal Data Engineer jobs
- Open Data Analytics Engineer jobs
- Open Power BI Developer jobs
- Open Product Data Analyst jobs
- Open Junior Data Scientist jobs
- Open Business Intelligence Developer jobs
- Open Data Scientist II jobs
- Open Senior Data Architect jobs
- Open Sr. Data Scientist jobs
- Open Manager, Data Engineering jobs
- Open Business Data Analyst jobs
- Open Big Data Engineer jobs
- Open Data Analyst Intern jobs
- Open Data Quality Analyst jobs
- Open Principal Data Scientist jobs
- Open Data Product Manager jobs
- Open Azure Data Engineer jobs
- Open Junior Data Engineer jobs
- Open Data quality-related jobs
- Open Business Intelligence-related jobs
- Open GCP-related jobs
- Open ML models-related jobs
- Open Data management-related jobs
- Open Privacy-related jobs
- Open Java-related jobs
- Open Finance-related jobs
- Open Data visualization-related jobs
- Open APIs-related jobs
- Open Deep Learning-related jobs
- Open PyTorch-related jobs
- Open Consulting-related jobs
- Open Snowflake-related jobs
- Open TensorFlow-related jobs
- Open PhD-related jobs
- Open CI/CD-related jobs
- Open NLP-related jobs
- Open Kubernetes-related jobs
- Open Data governance-related jobs
- Open Airflow-related jobs
- Open Hadoop-related jobs
- Open Databricks-related jobs
- Open LLMs-related jobs
- Open Data warehouse-related jobs