29 авг

ml engineer for embedded and real-time systems

ориентир по рынку
вакансия зп не указана
в среднем 254 966 ₽
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описание

RT-RK is a premium embedded software development house in Southeast Europe focused on consumer electronics and infotainment systems. The company develops embedded systems, digital television, Android, consumer and industrial IoT solutions, CI/CD platforms, and automotive infotainment systems powering millions of devices and systems worldwide.

задачи

  • Design, build, and ship machine learning solutions for embedded and real-time environments;
  • Manage the full model lifecycle, including data, training, optimization, integration, deployment, and monitoring;
  • Establish foundational MLOps infrastructure;
  • Tailor models for constrained targets through quantization and pruning;
  • Balance accuracy, memory, and latency requirements;
  • Collaborate with embedded, DTV, Android, IoT, automotive, and CI/CD business units;
  • Build RAG systems and multi-agent workflows for engineering bottlenecks;
  • Define team needs, interview candidates, and establish engineering standards, tooling, and review practices;
  • Provide structured engineering mentorship and help develop interns into colleagues;
  • Communicate with stakeholders across the company about AI capabilities and limitations.

требования

  • Experience shipping machine learning solutions to production for real users;
  • Hands-on experience with embedded and/or real-time systems, including memory and CPU budgets and debugging on target hardware;
  • Advanced proficiency in Python;
  • Practical experience with machine learning and deep learning frameworks;
  • Experience with MLOps tooling;
  • Ability to work without a fully defined roadmap and help define the role's scope;
  • University degree in computer technology or computer science;
  • Very good knowledge of English;
  • Nice to have: experience applying AI to source code, knowledge sharing through conference talks, internal technical presentations, or university lecturing.

условия

  • Technical and soft skills training, English language courses, e-learning, and access to a professional library;
  • Private health insurance and annual medical check-ups;
  • Flexible working hours with a start time between 7 and 10 AM;
  • Opportunities to travel and work abroad;
  • Social and sports activities, team-building events, theater tickets, and monthly Friday events.

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Если просят выйти из iCloud, прислать код из SMS, запустить или установить что-то, перевести деньги — не соглашайтесь: это мошенничество.