Senior / Staff Machine Learning Infrastructure Engineer (AI)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Senior / Staff Machine Learning Infrastructure Engineer (AI): Designing and implementing a machine learning platform for the continuous deployment and integration of ML models with an accent on pipeline optimization and scalability. Focus on automating training and deployment processes and ensuring high reliability of production model pipelines.
Location: Remote US & Canada or hybrid in Dallas, TX; Phoenix, AZ; Pittsburgh, PA; San Francisco, CA; or Toronto, ON
Salary: $157,000 - $234,000 USD
Company
is a technology startup specializing in Physical AI to power commercial autonomous trucks and robotaxis.
What you will do
- Design and develop the ML platform for continuous deployment and integration (CI/CD).
- Collaborate with data scientists and engineers to optimize pipeline processes.
- Automate the training, testing, and deployment of ML models.
- Monitor and maintain model pipelines to ensure optimal performance, accuracy, and reliability.
- Optimize machine learning pipelines for scalability, efficiency, and cost-effectiveness.
- Ensure security and data privacy compliance across all MLOps activities.
Requirements
- 3-5 years of experience supporting machine learning training platforms.
- Must be based in the US or Canada.
- Proficiency in Python and hands-on experience with TensorFlow or PyTorch.
- Experience with cloud platforms such as AWS, Azure, or Google Cloud.
- Experience managing JupyterHub and Kubeflow.
- Familiarity with Kubernetes and Docker for containerization and orchestration.
Nice to have
- Experience with IaC tools like Terraform or Crossplane.
- Knowledge of big data technologies such as Apache Spark or Hadoop.
- Familiarity with data engineering practices and tools.
- Experience with A/B testing and model validation in production.
- Relevant MLOps certifications (e.g., AWS Certified Machine Learning – Specialty).
Culture & Benefits
- Competitive compensation and equity awards.
- Comprehensive health and wellness benefits (Medical, Dental, Vision).
- Unlimited vacation and flexible working hours.
- Work from home support.
- Catered meals, snacks, and drinks for those in the office.
- Regular team-building activities and social events.
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