4 дня назад
Director, MLOps
210 000 - 330 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Director, MLOps (ML Platform Infrastructure): Designing and scaling ML platforms covering experiment tracking, model serving, data pipelines, monitoring, and deployment automation with an accent on production reliability, reproducibility, governance, and cost efficiency. Focus on leading MLOps teams, partnering with data science and engineering, and building observable infrastructure that supports the full ML lifecycle from training through retraining.
Location: United States, Remote
Salary range: $210K–$330K annually for comparable senior-level MLOps roles.
Company
is a specialist executive search firm focused on leaders who help organizations navigate AI transformation.
What you will do
- Own the design and evolution of the ML platform, including experiment tracking, model serving, data pipelines, and monitoring.
- Lead and mentor MLOps engineers and platform specialists while setting technical direction and best practices.
- Partner with data science and ML engineering teams to improve development workflows and accelerate production delivery.
- Drive ML deployment automation, testing frameworks, and observability strategies for reliable, reproducible, and cost-efficient systems.
- Establish governance, versioning, documentation, compliance, privacy, and data governance standards across the ML lifecycle.
- Define platform health and model performance metrics, track impact, and contribute to hiring and retention strategy.
Requirements
- 8+ years building and operating ML infrastructure, MLOps platforms, data pipelines, or related systems, including at least 3 years in a leadership or senior individual contributor role.
- Hands-on experience with model serving, experiment tracking, CI/CD for ML, containerization, Kubernetes, Airflow or equivalent orchestration, and AWS, GCP, or Azure.
- Experience shipping ML systems to production at scale across training, deployment, monitoring, and retraining.
- Strong communication skills and the ability to translate infrastructure decisions into business impact.
- Experience building, developing, and retaining high-performing engineering teams.
- Experience designing for reliability, cost efficiency, and observability in production environments.
Culture & Benefits
- Remote work arrangement in the United States.
- Opportunity consideration for future senior-level MLOps roles rather than one specific current opening.
- Potential collaboration with data science, ML engineering, security, data, and infrastructure functions.
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