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Описание вакансии
Текст:
TL;DR
Senior Machine Learning Engineer (AI): Building and deploying machine learning models and applications for large-scale and real-time use cases with an accent on data analysis, model development, scalability, and production reliability. Focus on engineering features, integrating models into existing systems, monitoring deployed performance, and addressing security, privacy, bias, and fairness challenges.
Location: Chengdu, China
Company
Razer develops gaming products and technologies through a global, gamer-focused organization operating across five continents.
What you will do
- Collaborate with stakeholders to define business problems that can be addressed with machine learning and artificial intelligence.
- Collect, preprocess, and analyze large datasets; engineer features and select suitable algorithms.
- Develop, train, integrate, and deploy machine learning models using Python or R with TensorFlow or PyTorch.
- Optimize machine learning solutions for scalability, efficiency, large-scale datasets, and real-time applications.
- Collaborate with data scientists, software engineers, business analysts, and other cross-functional partners.
- Document models, implement security measures, address bias, fairness, and privacy, and monitor deployed model performance.
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.
- Strong understanding of statistical analysis, data mining, and large-dataset preprocessing.
- Experience developing and deploying production machine learning models serving millions of end users.
- Familiarity with software development practices and version control systems.
- Strong problem-solving, communication, teamwork, and attention-to-detail skills.
Nice to have
- Experience with deep learning architectures and algorithms.
- Knowledge of big data tools, platforms, and cloud-based machine learning services.
- Publications or contributions to the machine learning community.
- Experience implementing, maintaining, and optimizing production machine learning models.
Culture & Benefits
- Opportunity to contribute to a global gaming mission and work across an international organization.
- Inclusive, respectful, and fair workplace across the countries where Razer operates.
- Equal opportunity employment with reasonable accommodations for disability and religious practices where needed.
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