от компании (организации): Wargaming, Moscow в городе (населённом пункте): Москва, Россия
в отрасли экономики "Информационные технологии, интернет, телеком" → "Игровое ПО"
с заработной платой: по договоренности
Вакансия № 22379265 добавлена в базу данных сайта Работа в Москве и Московской области (МО, Подмосковье): Четверг, 7 ноября 2024 года.
Дата обновления вакансии № 22379265 на сайте Работа в Москве и Московской области (МО, Подмосковье): Среда, 13 ноября 2024 года.
Обращаем Ваше внимание, что на момент обращения к работодателю вакансия № 22379265 может быть уже занята. Администрация сайта Работа в Москве и Московской области (МО, Подмосковье) приносит извинения за доставленные неудобства.
Требования к опыту работы:
1–3 года
Тип занятости:
полная занятость
График работы:
полный день
Дополнительные сведения о вакансии: Machine Learning Engineer
As a part of Rapid Prototyping team, you will work in the intersection of game development and data science areas. Your role will be to deliver state-of-the-art Machine Learning solutions for our game development processes. The ideal candidate won’t just help us to increase our analytical tasks, he will bring a new knowledge and experience to the team. As a subject matter expert, you will be combining
your professional experience and an intrinsic desire for problem solving, with your passion of games in order to explore a new frontier within the realm of game development with our data scientists and academic research partners.
We are looking for a new team member with strong interpersonal skills and a combination of analytical skills, intellectual curiosity and accountability.
What will you do
- Design, prototype, and implement advanced machine learning algorithms to help improve player experiences. Work with data science and engineering team to implement robust processes in real time
- Frame and conduct intricate analyses and experiments using extremely large, complex (not always well-structured, highly variable) data sets, analyze large amounts of information to discover trends and patterns
- Create statistical models and machine learning algorithms that provide insights and direction for overall game feature design and level design
- Develop tools and processes that will help data scientists and stakeholders more efficiently generate data insight through our very rich game data
- Build automated data flows
- Work in close collaboration with game teams to identify and prototype projects involving
- Machine Learning features
- Research, implement and improve Machine Learning solutions to improve our game production processes or players experience
- Collaborate with other data scientists and engineers to industrialize Machine Learning solutions into innovative products and business processes
- Review relevant academic and industry research to identify useful algorithms, techniques, libraries, etc. Monitor latest Machine Learning / Artificial Intelligence trends and cutting-edge technics to leverage them on our projects
- Collaborate with worldwide and local stakeholders to share ideas, best practices and methodologies
- Present information using data visualization techniques to both technical and non-technical team members
What are we looking for
- Bachelor’s degree in a relevant field (applied mathematics, statistics or data mining)
- Proven experience with developing machine learning systems in a professional or academic environment
- Understanding of the mathematical foundations of machine learning algorithms, knowledge of probability theory and mathematical statistics
- Proficiency in Python and multiple libraries (NumPy, OpenCV, Scikit, Pandas, etc.), in data models and architectures
- Experience using machine learning frameworks (Pytorch, Tensorflow, MxNet, Caffe, etc.)
- Teamwork experience
- Intermediate or higher level of English and Russian
What additional skills will help you stand out
- Experience with Reinforcement Learning, Generative Adversarial Network, NLP and other state of the art techniques
- Experience with other programming languages (C++, C#, R, etc.)
- Familiarity with data extraction across different database architectures (structured and non-structured)
- Experience with CUDA, cuDNN
- Experience with cloud data/data processing services
- Advanced data visualization skills
- Experience in game development industry
About Wargaming
Wargaming is an award-winning online game developer and publisher headquartered in Nicosia, Cyprus. Operating since 1998, Wargaming has grown to become one of the leaders in the gaming industry with 5,500 employees and 18 offices spread worldwide. Over 200 million players enjoy Wargaming's titles across all major gaming platforms. Our flagship products include the free-to-play hits World of Tanks and World of Warships, as well as World of Tanks Blitz — the critically acclaimed mobile tank shooter with cross-platform support.
A career in our company is always an interesting challenge, as well as the experience that you gain working together with world-class experts.
Are you up to the challenge?!
Please see Wargaming Candidate Privacy Policy for details on how Wargaming uses your personal data.
Откликнуться на эту вакансию: Machine Learning Engineer
Предыдущая вакансия:
Вакансия № 22379257 на должность Продуктовый дизайнер от компании S8 Capital в городе (населенном пункте) Москва