Senior AI/ML Engineer

ЧК ITS PARTNER LTD.

  • Алматы
  • Постоянная работа
  • Полная занятость
  • 12 д. назад
We are seeking a highly motivated and experienced Senior AI/ML Engineer to join our growing AI-hub development team. In this role, you will be instrumental in designing, developing, and optimizing AI solutions that power AI-hub intelligent search capabilities. You will have the opportunity to work on a cutting-edge project, collaborate with a talented team, and make a significant impact on the future of AI-powered workplace productivity.About the AI-hub ProjectAI-hub is an innovative AI platform designed to be your team’s entry point to Generative AI, offering a natural language interface that seamlessly integrates with your existing knowledge and applications. With AI-hub, you can build tailored AI Agents, search for documents, browse the web, and more – all in one place. AI-hub builds a knowledge index using LLM-native techniques. Powered with contextual retrieval, advanced RAG, hybrid search, and AI-generated knowledge graphs, AI-hub ensures the most relevant results and the least hallucinations.Responsibilities:
  • Design and develop a robust and scalable AI solution architecture to support efficient search features, leveraging various organizational information sources.
  • Optimize the performance and scalability of machine learning models, ensuring they can handle the diverse tasks within the organization.
  • Train, fine-tune, and improve existing models, and create pipelines for feedback loops to continuously enhance model accuracy and relevance.
  • Contribute to the ongoing improvement of our ML infrastructure and tooling, ensuring that we stay at the cutting edge of industry practices.
  • Collaborate with cross-functional teams, including software engineers, data scientists, and product managers, to deliver high-quality AI solutions.
  • Stay up-to-date with the latest advancements in AI/ML and apply them to improve AI-hub capabilities.
  • Participate in code reviews, testing, and documentation to ensure the quality and maintainability of our codebase.
Requirements:
  • Bachelor’s degree in Computer Science, Machine Learning, Artificial Intelligence, or a related field.
  • 5+ years of experience in developing and deploying machine learning models in a production environment.
  • Strong understanding of machine learning principles, algorithms, and techniques, including deep learning, natural language processing, and information retrieval.
  • Proficiency in programming languages such as Python and experience with machine learning frameworks such as TensorFlow, PyTorch, or Scikit-learn.
  • Experience with building and deploying scalable AI solutions on cloud platforms such as AWS, Azure, or GCP.
  • Experience with data processing frameworks such as Spark or Hadoop.
  • Excellent problem-solving, analytical, and communication skills.
  • Strong communication and collaboration skills
Preferred Requirements:
  • Master’s or Ph.D. degree in a relevant field.
  • Experience with search technologies such as Elasticsearch or Vespa.
  • Familiarity with Generative AI techniques, including LLM fine-tuning and prompt engineering, W&B, neptune.ai, ML Flow, Vertex AI or similar.
  • Experience with knowledge graphs and semantic technologies.
Conditions:
  • Salary in US dollars.
  • Medical insurance and coverage of sports activities.
  • Remote job at international project.
  • Great team and colleagues.
  • Knowledge sharing.
  • Corporate culture with people-oriented approach.
Добро пожаловать в международную компанию ITS Partner. В Казахстане мы работаем с 2021 года, но наша история началась в 2006 году. Среди наших партнеров - такие компании и бренды, как Samsung, Netgear, Nestle, Signify, Arlo, Verisure.ITS работает в области технологий Интернета вещей (IoT) и наше сотрудничество на глобальном рынке с крупными заказчиками из США и Европы характеризуется стабильностью и долгосрочностью.В технологическом стеке ITS - сквозная IoT-разработка: от низкоуровневых драйверов и прошивок до масштабируемых облачных решений, от комплексной безопасности до систем AI, от веб интерфейсов до мобильных приложений.В Казахстане мы входим в международный технопарк IT-стартапов в Центральной Азии - Астана Хаб и являемся резидентами Международного Финансового Центра «Астана» (МФЦА).Наша модель разработки позволяет сотрудникам наращивать экспертизу в стабильных, сработавшихся командах. Мы используем современный технологический стек и методы разработки.В компании сформировался современный и демократичный стиль менеджмента, поддерживается открытая коммуникация и развивается менторство.Мы понимаем, что комфортные условия труда и поддержка сотрудников играют ключевую роль в их продуктивности и общем удовлетворении работой, поэтому стремимся создать атмосферу, в которой каждый сотрудник и сотрудница может реализовать свой потенциал и развиваться как профессионально, так и личностно.

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