5 дней назад
Senior Machine Learning Engineer (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Machine Learning Engineer (AI): Developing and deploying production-grade machine learning models to serve millions of users with an accent on scalability, efficiency, and feature engineering. Focus on integrating ML capabilities into existing systems and optimizing models for real-time applications.
Location: Chengdu, China
Company
is a global leader in gaming hardware and software, dedicated to revolutionizing the gaming experience through a gamer-centric approach.
What you will do
- Collaborate with stakeholders to define ML problems and translate business objectives into technical solutions.
- Collect, preprocess, and analyze large datasets to extract meaningful patterns and engineer predictive features.
- Develop and train ML models using Python or R and frameworks such as TensorFlow or PyTorch.
- Integrate ML models into existing systems and optimize them for scalability and real-time performance.
- Monitor deployed model performance and address ethical considerations regarding bias, fairness, and privacy.
- Maintain comprehensive technical documentation and implement security measures to protect models and data.
Requirements
- Bachelor's or Master's degree in Computer Science, Mathematics, Statistics, or a related field.
- Proficiency in Python or R and experience with TensorFlow or PyTorch.
- Proven experience developing and deploying ML models to production environments serving millions of users.
- Strong understanding of statistical analysis, data mining techniques, and version control systems.
- Excellent problem-solving, communication, and teamwork abilities.
- Must be based in or be able to work onsite in Chengdu, China.
Nice to have
- Experience with deep learning architectures and algorithms.
- Knowledge of big data tools, platforms, and cloud-based ML services.
- Academic publications or active contributions to the machine learning community.
- Track record of maintaining and optimizing production ML models.
Culture & Benefits
- Opportunity to work within a diverse, global team spanning five continents.
- Accelerated personal and professional growth in a high-impact, gamer-centric environment.
- Inclusive workplace culture committed to equal opportunity and fairness.
- Reasonable accommodations provided for disability or religious practices.
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