Senior Machine Learning Engineer
Razer Inc.9 months ago
Chengdu, ChinaSenior
Responsibilities
- Collaborate with stakeholders to define business problems suitable for machine learning and artificial intelligence.
- Collect, preprocess, and analyze large datasets.
- Select algorithms and engineer features to improve model performance.
- Develop and train machine learning models using Python or R with TensorFlow or PyTorch.
- Integrate models into existing systems or develop applications using machine learning capabilities.
- Deploy, scale, and optimize machine learning solutions for large-scale datasets and real-time applications.
- Collaborate with data scientists, software engineers, business analysts, and other cross-functional teams.
- Implement model and data security measures and address bias, fairness, and privacy considerations.
- Maintain documentation covering model code, architectures, and parameters.
- Establish monitoring mechanisms for deployed model performance.
Requirements
- Bachelor's or master's degree in Computer Science, Mathematics, Statistics, or a related field.
- Proficiency in Python or R.
- Experience with TensorFlow or PyTorch.
- Strong understanding of statistical analysis and data mining techniques.
- Ability to preprocess and analyze large datasets.
- 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, attention to detail, communication, and teamwork skills.
- Preferred: experience with deep learning architectures and algorithms.
- Preferred: knowledge of big data tools and platforms.
- Preferred: familiarity with cloud services for machine learning.
- Preferred: publications or contributions to the machine learning community.
- Preferred: proven experience implementing, maintaining, and optimizing production machine learning models.
Benefits
- Equal opportunity employer committed to an inclusive, respectful, and fair workplace.
- Reasonable accommodations are provided where needed, including for disability or religious practices.
- Global work environment spanning teams across five continents.
- Razer describes the role as offering personal and professional growth opportunities.
Categories
About Razer Inc.
Razer builds gaming hardware, software, and services for PC and console gamers and esports audiences. Its products include peripherals and Blade laptops, plus software like Synapse, Chroma RGB, and Cortex; services include Razer Gold virtual credits and Razer Fintech payments in Southeast Asia. Founded in 2005 and dual-headquartered in Irvine, California, and Singapore, Razer operates globally as a privately held company.