Staff Machine Learning Engineer
3 weeks ago
At PlayStation, we're pushing the boundaries of innovation and creativity. As a Staff Machine Learning Engineer, you'll be part of a talented team that's shaping the future of gaming. Our mission is to deliver exceptional experiences for hundreds of millions of users and creators, and we're looking for someone who can help us achieve this goal.
Your Key Responsibilities:- Design, develop, and deploy large-scale machine learning and deep learning models and systems for high-impact consumer and enterprise applications.
- Work with a broad spectrum of state-of-the-art machine learning and deep learning technologies, including recommendation systems, natural language processing, reinforcement learning, and generative AI.
- Architect and lead the implementation of the full machine learning development cycle, including data collection, preprocessing, feature engineering, model training, evaluation, and deployment.
- Mentor and guide junior machine learning engineers, providing technical leadership and fostering a culture of continuous learning and improvement.
- Stay current with the latest advancements in machine learning and AI research and technology, and integrate relevant innovations into our products and services.
- Advanced degree (Master's or Ph.D.) in CS/Statistics/Data Science, specializing in machine learning or equivalent experience.
- Strong programming skills in languages such as Python, Java, or Scala, with proficiency in machine learning libraries and frameworks like TensorFlow, PyTorch, and Mlib.
- Proven track record of successfully delivering large-scale commercial machine learning products from conception to production, in technical leadership roles.
- Expertise in a variety of machine learning and AI techniques, including supervised and unsupervised learning, deep learning, reinforcement learning, and natural language processing.
- Experience with software engineering principles, big data stacks, and cloud services like AWS or GCP for machine learning development and deployment.
At PlayStation, we're committed to creating an inclusive environment that empowers employees and embraces diversity. We welcome and encourage everyone who has a passion for innovation, technology, and play to explore our open positions and join our growing global team.
We offer a dynamic and collaborative work environment, with opportunities for professional growth and development. If you're passionate about machine learning and AI, and want to be part of a team that's shaping the future of gaming, we'd love to hear from you.
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