Sr ML/Ops Engineer
3 days ago
Senior Software Engineer - Machine Learning/Ops
What we do is develop software tooling and infrastructure to run ML workloads, with the Data Scientists as Model operators as our end users (and stakeholders). ML knowledge is crucial for the team to develop the right tooling and understand the problem space. But we don't do "Data Science" in our day-to-day work.
We seek a highly skilled and experienced senior machine learning engineer to join our team. The ideal candidate will have a strong computer science and mathematics background and experience building scalable software systems to apply machine learning algorithms in the enterprise domain.
A successful candidate will thrive in a fast-paced, highly collaborative environment, and demonstrate an ability to lead teams to execute precisely and quickly. The ideal candidate will have excellent communication skills, in-depth experience with data science workflows, and have participated in or built agile and high-performing teams.
As a C3 AI Platform engineering team member, you will closely collaborate with product owners and data scientists and be responsible for the entire software engineering lifecycle.
Responsibilities:
- Build systems and tools that enable data scientists to create machine learning applications using the C3 AI Platform, from data exploration and model experimentation to model operations.
- Improve a framework for building scalable, end-to-end machine learning pipelines in a distributed system.
- Collaborate with and support data scientists to understand the utility of the C3 AI Platform and define new requirements.
- Work with product owners to define and lead the development of longer-term C3 AI Platform capabilities.
- Mentor junior members of the team.
Qualifications:
- Advanced degree in computer science, math, or similar field.
- Strong programming skills in Java, Python, and JavaScript, with a taste for DRY code.
- Thorough knowledge of data structures, algorithms, profiling/optimization, and Object-Oriented and Functional Programming.
- In-depth understanding of machine learning algorithms.
- Proven track record of applying machine learning algorithms in a production system.
- Demonstrated end-to-end ownership of projects, including making key design decisions and understanding the tradeoffs.
- A minimum of 5 years of work experience in a fast-paced software company.
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