Toast5 дней назад
Senior Principal Software Engineer, Machine Learning
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РЫНОК
18 058 ₽медиана по профессии
Data Scientist · 9 вакансий с указанной зарплатой
12 500половина предложений: 13 417–20 00031 333
Работодатель не указал зарплату — сравните с рынком сами.
Remote
Обязанности
- 01Own technical direction of the ML Platform — feature store, model hosting and serving, experimentation, training infrastructure — driving architectural decisions around scalability, reliability, latency, and cost
- 02Lead design and delivery of large-scope platform initiatives from conception through production, coordinating across ML, data, and infrastructure teams
- 03Identify and resolve systemic technical challenges: online/offline feature parity, model deployment friction, experimentation velocity, GPU utilization, cross-team dependencies
- 04Set and maintain a high engineering quality bar through hands-on code contributions, design reviews, and mentorship of platform and ML-adjacent engineers
- 05Partner with ML engineering, data science, product, and platform leadership to translate ML strategy into technical roadmaps
- 06Define the paved paths ML teams use to ship models safely — from feature registration through canary rollout, monitoring, and rollback
- 07Leverage AI-augmented development tools to increase development velocity and code quality
Требования
- 0110+ years delivering complex backend or infrastructure systems at scale
- 02Direct experience building or operating core ML infrastructure — feature stores, model serving, experimentation platforms, training orchestration, or equivalent
- 03Mastery of a modern backend language, ideally Java or Kotlin
- 04Deep proficiency with distributed systems concepts: consistency, latency, throughput, fault tolerance, and observability
- 05Strong understanding of data modeling, query languages, and the online/offline data patterns that underpin ML systems
- 06Demonstrated technical leadership, with ability to drive cross-team alignment and influence engineering, product, and business stakeholders
- 07Bachelor's degree in Computer Science or a related field, or equivalent practical experience
Условия
- 01Remote work option
- 02Competitive compensation and benefits programs
- 03Equity component
- 04Health benefits
- 05Flexible work arrangements
- 06Hybrid work model that fosters in-person collaboration while valuing individual needs