10 часов назад
Manager, Machine Learning Operations (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Manager, Machine Learning Operations (AI): Building and operating scalable machine learning infrastructure, ETL pipelines, model-serving systems, and engineering tools with an accent on Google Cloud, production ML systems, and automation. Focus on leading ML Ops engineers, standardizing the ML lifecycle, and ensuring the reliability, performance, and integrity of data pipelines, models, and infrastructure.
Location: Corporate Offices (0900)
Company
operates a retail and e-commerce business supported by data science and machine learning capabilities.
What you will do
- Lead, manage, coach, develop, and assess ML Ops engineers.
- Guide implementation of the full machine learning lifecycle, including ETL pipelines, model deployment, and cloud infrastructure.
- Own the roadmap for Machine Learning Engineering and Data Science tools, reusable frameworks, and standardized solutions.
- Research and prototype machine learning infrastructure while providing technical guidance to Data Science leaders.
- Develop monitoring, alerting, automated testing, and infrastructure practices that improve reliability and performance.
- Document implementations and communicate best practices across the broader data organization.
Requirements
- Bachelor’s degree in Data Science, Computer Science, Statistics, Applied Mathematics, or an equivalent quantitative field.
- 5+ years of Machine Learning Engineering experience with independent project delivery and 2+ years of managerial or leadership experience.
- Production ML Ops expertise with Docker, Kubernetes, CI/CD, Git, API development, model serving, and automated testing.
- Experience deploying, scaling, and operationalizing machine learning models with Data Scientists.
- Knowledge of Google Cloud Platform, especially Vertex AI, BigQuery, and Dataproc, as well as distributed computing and big data technologies.
- Advanced Python and machine learning library expertise, including TensorFlow, PyTorch, or scikit-learn, plus Agile development experience.
Nice to have
- Master’s degree and 7+ years of Machine Learning experience.
- Proficiency in Java or other programming languages.
- Retail or e-commerce experience.
- Experience with optimization techniques, Gurobi, linear programming, or mixed-integer programming.
- Experience with agentic AI systems, autonomous workflows, or LLM-driven agents.
Culture & Benefits
- Continuous learning and development through coaching, pair programming, and code review.
- Agile environment focused on iterative development and continuous delivery.
- Fast-paced environment requiring collaboration, prioritization, and regular attendance.
- Reasonable accommodations may be available for individuals with disabilities.
Будьте осторожны: если работодатель просит войти в их систему, используя iCloud/Google, прислать код/пароль, запустить код/ПО, не делайте этого - это мошенники. Обязательно жмите "Пожаловаться" или пишите в поддержку. Подробнее в гайде →
Похожие вакансии
3 дня назад
Manager, AI Solutions (MLOps)
6 дней назад
Software Development Engineer - ML Ops (US Federal)
137 000 - 205 400$
3 дня назад
Staff ML Ops Engineer (Robotics)
150 000 - 180 000$
7 дней назад
Advanced AI Engineer
103 000 - 155 000$
5 дней назад
Machine Learning Engineer (MLOps & Cloud Data Engineering)
5 дней назад
Staff Software Engineer (AI/ML)
143 000 - 286 000$