Staff Machine Learning Platform Engineer

Forterra

82d • Remote

About The Position

At Forterra, machine learning is core to our business. Whether it's perception, behavior generation, navigation or automating business workflows, machine learning helps us drive towards our mission to build the foundational platforms that enable an intelligent ecosystem to coordinate, adapt, and execute with speed and precision even in the uncertainty and disruption of modern conflict. This role will lead in architecting and building out the next generation of our machine learning platform.

Requirements

• 8+ years total experience in software development.
• 5+ years experience with machine learning platform development and administration (eg. Jupyter, Sagemaker, H20, Colab or similar).
• 5+ years experience with deploying models leveraging data science libraries and frameworks (eg. PyTorch, TensorFlow, Scikit-learn, XGBoost or similar).
• 5+ years developing and administering feature stores and feature servers (eg. Feast or similar), model registries (eg. Sagemaker model registry or similar) and workflow managers (eg. Airflow, Dagster or similar).
• 3+ years experience with monitoring machine learning models in production.

Nice To Haves

• 3+ years experience with distributed training pipelines (eg Ray or similar)

Responsibilities

• Architect, implement and maintain the next iteration of our machine learning platform.
• Collaborate closely with data scientists to identify and prioritize needs for our existing models and future plans for models.
• Plan how our machine learning platform will integrate with the broader data platform efficiently and effectively.
• Work closely with edge data, hardware and software engineers to ensure our training pipelines scale to meet cloud and edge needs.

Benefits

• Premium Healthcare Benefits: Three plan options, including an HSA-eligible plan, with Forterra covering 80% of the plan premium for you and your dependents.
• Basic Life/AD&D, short and long-term disability insurance plans 100% covered by Forterra, plus the option to purchase additional life insurance for you and your dependents.
• Extremely generous company holiday calendar including a winter break in December.
• Competitive paid time off (PTO) offering 20 days accrued per year.
• A minimum of 7 weeks fully paid parental leave for birth/adoption.
• A $9k annual tuition reimbursement or professional development stipend.
• Fully stocked beverage refrigerators with all the Celsius your little heart desires.
• 401(k) retirement savings plan, including traditional, Roth 401(k), and after-tax deferral with company match up to 4%.

What This Job Offers

• Job Type: Full-time
• Career Level: Mid Level
• Education Level: No Education Listed
• Number of Employees: 251-500 employees