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Это хорошо описанная senior ML-роль в известной продуктовой компании, но дежурства 24/7 с возможными срочными ответами вне рабочего времени создают заметный риск для баланса работы и личной жизни.
Дежурства вне графика
Актуальные технологии
Масштабный продукт
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Описание вакансии
Текст:
Hirify AI/Оригинал
TL;DR
Machine Learning Engineer III (AI) (Routing Cost): Designing and delivering highly trafficked recommendation systems, ML pipelines, and data pipelines for a routing cost engine with an accent on geospatial algorithms, large-scale data processing, and automated quality assurance. Focus on optimizing distributed systems, building automated tuning and outlier detection, improving traffic and movement models, and leading engineering teams responsible for 24/7 production availability.
Location: hirify.global UK, hybrid
Company
hirify.global provides real-time location tools, data, SDKs, and APIs for navigation and location-aware applications across consumer, automotive, and logistics use cases.
What you will do
Lead end-to-end feature implementation for routing cost initiatives within an approximately 80-person navigation organization.
Design, build, and optimize ML and data pipelines for highly trafficked recommendation systems.
Develop automated quality-assurance, data-exploration, tuning, and outlier-detection tools using geospatial algorithms.
Partner with data scientists to improve models that identify movement and traffic patterns.
Mentor engineers and participate in code and design reviews.
Participate in a 24/7 on-call rotation, including possible immediate responses outside normal working hours and on weekends.
Requirements
8–10+ years of backend and machine-learning engineering experience, with extensive hands-on engineering expertise.
Extensive experience with Python, distributed processing pipelines including Hadoop, Spark, Airflow, and Dask, and very large datasets.
Experience with statistical analysis, data-quality control, and storage optimization.
Extensive cloud and infrastructure experience, including deploying and managing infrastructure in cloud environments.
Strong focus on clean code, robust architecture, quality, continuous improvement, and elevated engineering and design standards.
Ability to own the technical vision, lead strategy, and guide execution for the routing cost engine.
Experience mentoring and leading engineering teams and supporting skill and career growth.
Strong written and verbal communication skills, including explaining complex ideas concisely, leading organization-wide technical discussions, and collaborating with security, DevOps, data, compliance, and product teams.
Data-informed decision-making skills, including measuring non-obvious but essential factors and making timely decisions when data is incomplete.
Culture & Benefits
Supportive healthcare, parental leave, and flexibility for personal needs.
Teaching and learning environment with tools to support success in the role and company.
Commitment to a diverse and inclusive workplace.
hirify.global integrates AI into engineering workflows; the interview includes discussion of AI use in engineering.
Hiring process
Applicants must acknowledge the hirify.global Non-US Privacy Notice and provide mandatory personal data, including name and contact information, for application processing.
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