Senior ML Engineer (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior ML Engineer (AI): Building and optimizing production-ready machine learning systems with an accent on end-to-end delivery, architectural design, and MLOps integration. Focus on transforming complex business challenges into scalable technical solutions, maintaining robust services, and mentoring team members to ensure measurable performance impact.
Location: Must be based in or be able to relocate to Almaty, Kazakhstan. Work format: Hybrid.
Company
is a global tech company providing ride-hailing and multi-service transportation solutions with a mission to challenge injustice and put people first.
What you will do
- Take ownership of the end-to-end ML lifecycle from design to deployment and continuous improvement.
- Lead the design of complex ML systems from scratch considering non-functional requirements.
- Transform business objectives into actionable data science problems and define proxy metrics.
- Collaborate with backend teams to integrate ML models into production services.
- Drive automation across the ML pipeline and monitor performance efficiency.
- Mentor junior team members and promote best practices within the AI Cluster.
Requirements
- Proven track record of autonomously implementing and leading ML projects.
- Expert-level knowledge in classic ML, deep learning, and advanced mathematics.
- Strong experience with MLOps instruments and lifecycle management.
- Proficiency in Python and experience with streaming or async data processing.
- Familiarity with backend integration technologies such as Golang.
- Ability to design systems from scratch and maintain services in production.
Nice to have
- Deep understanding of Concept Drift impact on model performance.
- Experience in data preparation at all stages of the ML pipeline.
Culture & Benefits
- Official employment with a stable salary and health insurance.
- Hybrid work mode with a flexible schedule.
- Relocation package provided for candidates from other regions.
- Professional support services including psychological, financial, and legal counseling.
- Access to diverse internal training programs and paid external courses.
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 →