Synergy Pet Group
Posted 58 days agoVerified live 1d ago
AI Software Engineer
Brief overview
Remote
MastersOr in progress
$150k–$175k/yrStated range
3+ yrsMinimum
Computer visionDeep learning architectures for video processingCNNsRNNsTransformersViTsPyTorchBackend development with GoBackend development with JavaBackend development with RustWeb server technologiesRESTful API designCloud infrastructure AWSCloud infrastructure GCPCloud infrastructure AzureContainerization
About the company
Synergy Pet Groupsynergypetgroup.com
Synergy Pet Group creates a pet care ecosystem that nurtures relationships between veterinarians, pets, and their families.
Job description
Summary
Synergy Pet Group is one of the fastest-growing players in the pet industry, and they are 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 role combines cutting-edge ML research with practical software engineering to create a production-ready diagnostic system that veterinarians can use to improve health outcomes.
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
Skills
- 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
- 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
- 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
Qualifications
Must Haves
- 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
- 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
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