Toyota Connected is looking for a Senior Machine Learning Engineer to create state-of-the-art solutions for non-trivial and unsolved problems using machine learning and statistical techniques.
Requirements
- Strong experience in Machine Learning, Computer Vision, and/or Signal Processing
- Solid experience with Natural-language processing (NLP)
- Ability to write clean, concise, tested, maintainable code in Python
- Experience with a strongly typed programming language (Rust, Go, C, C++, C, Java, or Python)
- Solid production experience with Deep Learning using TensorFlow and/or PyTorch
- Ability to design and implement machine learning pipelines in a production environment
- Experience with public cloud including AWS, Azure, or GCP
Responsibilities
- Lead large-scale or industry-leading ML product/program initiatives
- Innovate, develop, and implement cutting-edge ML models and systems
- Evaluate and select advanced ML techniques and algorithms for complex and high-stakes use cases
- Assess the operational feasibility of software requirements at scale to meet and exceed business needs
- Perform the most advanced troubleshooting, debugging, and upgrading of existing systems using innovative methods
- Guide the technical direction and architecture of multiple ML products and supporting infrastructure/systems
- Engineer large-scale solutions and actively manage open-source repositories
Other
- 5+ years of software engineering, machine learning, data science, or total equivalent experience
- Ability to communicate effectively across all levels of the organization and ability to articulate complex ideas without complexity
- Grasp of both business operational and technical/engineering concepts backed by problem-solving skills to help drive technical decisions
- Experience in Agile practices and promoting Agile development techniques such as TDD, BDD and CI/CD
- Ability to manage multiple priorities with strong results
- Solutions oriented with the ability to think outside the box of conventional solutions
- Exhibits integrity and high standards in work quality
- Ability to take accountability for self and others to deliver results
- Strong verbal and written communication skills
