Global Machine Learning Architect
1 month ago
We are a global leader in entertainment, producing innovative products and services such as PlayStation5, PlayStation4, and PlayStationVR. Our mission is to create an inclusive environment that empowers employees and embraces diversity.
Estimated Salary Range:£100,000 - £140,000 per annum (dependent on experience)
About the RoleThe successful candidate will be responsible for designing, implementing, and deploying various machine learning and deep learning models and systems for high-impact consumer and enterprise applications. This role requires strong programming skills in languages such as Python, Java, Scala, with proficiency in machine learning libraries and frameworks like TensorFlow, PyTorch, PySpark, etc.
- Design and implement large-scale machine learning and deep learning models and systems for high-impact consumer and enterprise applications.
- Work with state-of-the-art machine learning and deep learning technologies, including Computer Vision, Natural Language Processing, Reinforcement Learning, Time Series Forecasting, and Generative AI.
- Implement the full machine learning development cycle, including data collection, preprocessing, feature engineering, model training, evaluation, and deployment.
- Advanced degree (Master's or Ph.D.) in Computer Science/Statistics/Data Science, specializing in machine learning or equivalent experience.
- Strong programming skills in languages such as Python, Java, Scala, with proficiency in machine learning libraries and frameworks like TensorFlow, PyTorch, PySpark, etc.
- Proven track record of successfully delivering large-scale commercial machine learning products from conception to production.
- Excellent problem-solving skills and comfortable with ambiguity in projects.
- Experience in Databricks, Snowflake, Seldon, mlFlow, PySpark, Kubeflow, Tecton.
- Hands-on experience in vector databases, RAG, open-source LLM models.
- Experience in building large-scale online customer-facing ML inference microservices.
Sony Interactive Entertainment is an Equal Opportunity Employer. We strive to create an inclusive environment, empower employees, and embrace diversity. We encourage everyone to respond.
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