Staff Machine Learning Platform Engineer
Employment Information
Report this job
Job expired or something wrong with this job?
Job Description
Lead architect for next-generation machine learning platform at Forterra. Collaborate with engineers and data scientists to integrate and maintain scalable machine learning solutions.
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.
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.
- 3+ years experience with distributed training pipelines (eg Ray or similar)
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%.
Similar Jobs
Platform Operations Engineer
Platform Operations Engineer responsible for L2/L3 support of device management solutions and Azure VDI services. Collaborating with teams and driving problem investigations in Brazil region.
Senior Power Platform Developer
Seeking experienced Power Platform Developer for DACH region tourism projects. Focused on app development, automation, and collaboration with business stakeholders.
Senior Platform Engineer
Senior Platform Engineer at insightsoftware responsible for building and maintaining cloud delivery platforms. Focusing on automation, scalability, and collaboration with a global team.
Principal Platform Engineer
Join a global platform engineering team as a senior technical contributor building a cloud delivery platform. Collaborate with architects to implement solutions for over 50 development teams.
AI Platform Engineer – LLM, Agentic Systems
AI Platform Engineer developing a hybrid Agentic AI Platform across AWS and multi-cloud environments. Focused on designing workflows and implementing AI-driven solutions.
Power Platform Engineer
Power Platform Engineer designing and implementing solutions using Microsoft Power Platform for the US Military Academy - West Point.
Platform Engineer
Platform Engineer at P-1 AI defining platform architecture and building deployment models for AI systems. Responsible for Kubernetes infrastructure across customer environments, ensuring reliability and security.
GCP, Power Platform Developer
Google Cloud Platform Developer utilizing analytics to support pharmacy benefit management operations. Collaborating with teams to deliver actionable insights and optimize data processes.
Principal Product Manager, Platform Engineering
Principal Product Manager defining and driving product vision for Zillow's internal platform offerings. Collaborating with teams to deliver impactful solutions for developer experience.
Senior Platform Engineer
Senior Platform Engineer at Loancrate automating mortgage workflows with AI-native tooling and optimizing infrastructure. Focusing on performance, reliability, and developer experience.
Senior Platform Engineering Manager
Senior Platform Engineering Manager leading platform and security engineering efforts at TROOP. Transforming meeting logistics and enhancing in-person gatherings through innovative technology solutions.
Technical Product Manager – Platform Engineering
Technical Product Manager overseeing 'XTM Cloud' product delivery at Filigran. Collaborating with platform engineers and leadership for effective project management and execution.
Senior Platform Engineer
Senior Platform Engineer at Greenbox Capital modernizing origination ecosystem by building scalable platform services. Driving platform transformation, API development, and system integration for business growth.
Senior Platform Engineer
Senior Platform Engineer designing and maintaining cloud deployment pipelines on AWS and Azure. Collaborating with teams to optimize delivery and provide infrastructure solutions.
Platform Engineer III
Platform Engineer III developing and implementing solutions to improve user experience and product quality at Grupo Boticário.
Director of Platform Engineering
Lead the platform engineering team to deliver reliable, automated cloud-native and appliance deployments. Drive technical strategy, hiring, and operational excellence across Kubernetes, IaC, CI/CD, observability, and cloud tooling.
Lead Platform Engineer
Lead Platform Engineer involved in the end-to-end lifecycle of software development at FICO. Collaborating with teams to design and develop a highly feature-rich product.
Principal Platform Engineer
Principal Platform Engineer at FICO leading design and implementation of cloud-native platform infrastructure. Empowering engineering teams to deliver innovative solutions rapidly and reliably.
Cloud / Platform Engineer
Cloud/Platform Engineer working on reliable cloud infrastructure for a US EdTech product company. Focused on AWS/GCP, Kubernetes, and system reliability in a remote setting.
Platform Engineer
Platform Engineer improving software delivery performance and availability by driving DevOps culture at Top Hat. Join a remote-first team helping product teams manage and achieve SLOs.