About the Team
Factory Software is responsible for managing the applications that run our production, logistics, maintenance, and safety systems. Machine Learning Engineers cut across all these domains to optimize our ability to build the best products efficiently. A Machine Learning Engineer will train custom computer vision models to detect quality defects before a vehicle leaves the factory or to guide a robot to automate production. They utilize natural language processing to do question answering and systematically identify the types of issues encountered by customers. Statistics and optimization techniques are used to reduce costs of packaging and optimize factory layouts and process designs. The best engineers deeply understand the needs of the operation teams and solve problems at the source using the techniques most applicable to each case. Machine learning engineers can develop novel algorithms, build and clean datasets, train models, integrate models into the codebase, and perform continuous automated monitoring to ensure long-term success.
What You’ll Do
- Image processing related: Responsible for the collection, sorting, filtering, cleaning, and other work of large batches of images for machine vision projects, need to be able to use tools such as Python, OpenCV, PIL, Pandas, Numpy, etc
- Model development related: Responsible for data preprocessing for machine vision project classification, object recognition, image segmentation models, etc., as well as model training, iteration, and retraining, as well as model accuracy improvement, model search and other model-related tasks. Python, TensorFlow, Pandas, MongoDB (Aggregation), Redis, Kafka and other capabilities
- Core algorithm related: Responsible for the algorithm development tasks of the machine vision project platform, mainly involving Python software development and algorithm development. Requires Python, Kubernetes, Docker, Kafka, Redis, MongoDB, etc.
- Data mining related: Use machine learning and data mining and other related technologies to mine the business value of massive user data to meet business development needs
- Project management related: responsible for connecting with the company's internal machine vision projects and can independently undertake project management tasks
What You’ll Bring
- Currently pursuing a degree in Computer Science, Information Technology or a related field with a graduation date between 2026-2027
- Able to relocate and work onsite in Fremont, CA
- Good knowledge of Python, Javascript/Typescript, Golang or similar
- Experience working with one or more infrastructure components (MySQL, PostgreSQL, In-memory caches, among others)
- Experience building modern web applications
