Design, build, and/or deliver ML models and components that solve real-world business problems, while working in collaboration with the Product and Data Science teams.
Inform your ML infrastructure decisions using your understanding of ML modeling techniques and issues.
Solve complex problems by writing and testing application code, developing and validating ML models, and automating tests and deployment.
Collaborate as part of a cross-functional Agile team to create and enhance software.
Retrain, maintain, and monitor models in production.
Leverage or build cloud-based architectures, technologies, and/or platforms to deliver optimized ML models at scale.
Construct optimized data pipelines to feed ML models.
Leverage continuous integration and continuous deployment best practices to ensure successful deployment of ML models and application code.

Requirements

Bachelor’s Degree
At least 2 years of experience designing and building data-intensive solutions using distributed computing (Internship experience does not apply)
At least 2 years of experience programming with Python, Scala, or Java
At least 1 year of Machine Learning experience with an industry recognized ML framework (scikit-learn, PyTorch, Dask, Spark, or TensorFlow)
Experience developing and deploying ML solutions in a public cloud such as AWS, Azure, or Google Cloud Platform
1+ years of experience working with large code bases in a team environment
1+ years of experience with distributed file systems or multi-node database paradigms
Contributed to open source ML software
1+ years of experience building production-ready data pipelines that feed ML models.

Benefits

Comprehensive, competitive, and inclusive set of health, financial and other benefits that support your total well-being.

Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard Skills & Tools

Machine LearningPythonScalaJavascikit-learnPyTorchDaskSparkTensorFlowdata pipelines

Soft Skills

collaborationproblem solvingcommunicationAgile methodology

Certifications

Bachelor’s Degree