AI Software Engineer
About The Position
Synergy Pet Group is seeking an exceptional AI Software Engineer to develop novel computer vision models for analyzing videos of dogs and cats to diagnose a variety of conditions. This position combines cutting-edge ML research with practical software engineering to create a production-ready diagnostic system that veterinarians can use to improve health outcomes. The role includes both ML research and standard engineering including writing web servers and deploying models. Synergy is building a first-of-kind deep neural network and supporting tools to identify the most pressing, un-treated health conditions in pets. In partnership with some of the largest animal health companies in the world we have validated that our models are as capable as veterinary specialists. Given that these conditions are massively under-diagnosed this has the potential to help hundreds of millions of animals world wide.
Requirements
- Ability to read and understand cutting edge research and implement the models they describe.
- 3+ years experience developing and deploying computer vision models
- Strong understanding of deep learning architectures for video processing (CNNs, RNNs, Transformers, ViTs)
- Proficiency in PyTorch
- Experience with back end development using Go, Java, Rust, or strongly typed languages
- Working knowledge of web server technologies and RESTful API design
- Familiarity with cloud infrastructure (AWS/GCP/Azure) and containerization
Nice To Haves
- Ability to contribute in multiple areas including backend servers, devops, and React/Typescript
- Experience with Go
- MS or PhD in Computer Science, Machine Learning, Math, or related field
- A love of dogs and other furry friends
Responsibilities
- Collaborate with the team to design and implement custom ML architectures optimized for video analysis of canine movement patterns
- Develop full-stack applications to make ML models accessible to veterinary professionals and to work on our video capture platform
- Build and maintain robust backend services and APIs
- Deploy and monitor ML and other systems in production environments
- Train a novel neural network architecture on our GPU cluster
- Write HTTP endpoints for our veterinarian-facing video management application
Benefits
- Pet-related employee benefits
- Pet insurance
- Veterinary membership programs
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What This Job Offers
Job Type
Full-time
Career Level
Mid Level
