2 дня назад
Manager, ML Engineering (ML)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Manager, ML Engineering (ML): Leading and scaling an ML engineering team while moving machine learning systems from experimentation to production with an accent on architecture, deployment reliability, monitoring, and maintainability. Focus on building engineering teams, integrating ML infrastructure, managing technical trade-offs, and aligning machine learning investments with business outcomes.
Location: United States · Remote
Company
is a specialist executive search firm focused on recruiting leaders who help organizations navigate AI transformation.
What you will do
- Lead, grow, and develop an ML engineering team through hiring, mentoring, and performance management.
- Own ML system architecture and the engineering roadmap, moving models from experimentation into reliable, scalable, and maintainable production systems.
- Partner with data science, platform engineering, and product teams to translate business requirements into ML solutions and define success metrics.
- Establish practices for model training, validation, deployment pipelines, monitoring, retraining, and incident response.
- Evaluate and integrate ML infrastructure, tools, and frameworks, including feature stores and model-serving systems.
- Work with leadership to prioritize initiatives, manage technical debt and delivery trade-offs, and align ML investments with business outcomes.
Requirements
- 5+ years of ML engineering experience, including at least 2 years in a management or technical leadership role.
- Portfolio of production ML systems shipped to users.
- Hands-on expertise in data pipeline design, model training and evaluation, deployment and serving infrastructure, monitoring, and retraining.
- Experience building and developing engineering teams, hiring talent, and supporting technical learning and risk-taking.
- Experience collaborating with data scientists, product managers, and infrastructure engineers on end-to-end solutions.
- Strong communication skills and comfort with ambiguity in early-stage ML projects.
Culture & Benefits
- Permanent remote opportunity based in the United States.
- Role emphasizes technical excellence, rapid iteration, psychological safety, code quality, testing discipline, and documentation.
- Future-opportunity posting: applications are added to a candidate network for relevant roles that may arise.
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