2 месяца назад
MLOps Team Lead (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
MLOps Team Lead (AI/ML Platform): Driving the development of an internal machine learning platform for ML teams with an accent on automation and infrastructure for R&D workflows and production pipelines. Focus on managing the ML model lifecycle, migrating from Dask to Ray, and ensuring scalable distributed computing.
Company
builds responsible AI that transforms market complexity into measurable profit growth through a proprietary Market Model delivering accurate demand predictions for volatile markets.
What you will do
- Lead, mentor, and grow a team of MLOps engineers, owning delivery and technical quality.
- Take end-to-end ownership of infrastructure and pipeline initiatives across the LMM group.
- Contribute to design and code, review work, and set engineering standards.
- Drive the team through critical milestones in ML model-lifecycle and infrastructure ownership.
- Partner with R&D and other stakeholders to translate research needs into robust, scalable systems.
- Help evolve the platform, including the ongoing migration from Dask to Ray.
Requirements
- BSc or Master's degree in Computer Science, Mathematics, or Engineering.
- At least 5 years of commercial experience in Python and 3+ years of hands-on commercial MLOps experience in production.
- Experience managing or leading a team of engineers, with ownership of both people and delivery.
- Hands-on experience owning the ML model lifecycle and using pipeline orchestrators like Dagster or Airflow.
- Experience with a major cloud provider (GCP, AWS, or Azure), distributed computing systems, Docker, and Kubernetes.
- English: Fluent (C1) written and spoken
Nice to have
- Experience with Dagster, Dask, or Ray.
- Experience with Spark and implementing distributed algorithms in Python.
- Knowledge of traditional predictive, forecasting, or pricing-optimization ML systems.
- Experience in aviation, demand forecasting, or price optimization.
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