Senior Machine Learning Engineer
hace 2 semanas
Scopely is seeking a highly skilled Senior Machine Learning Engineer to join our LiveOps Automation team in Spain. As a key member of our team, you will be responsible for building and maintaining a sophisticated suite of LiveOps tools driven by Machine Learning (ML) automation and decision-making.
Key Responsibilities:- Contribute to technical plans, discussing areas of opportunity and requirements with stakeholders
- Define the team's roadmap and vision for ML within the Mid-Core division
- Serve as a role model for less experienced team members
- Validate data science prototypes with stakeholders and transform them into production-usable ML models
- Building and maintaining cloud-native infrastructure for hyperscale ML models training and serving
- Work with other developers to implement tools to empower our Live Operators and Game Design teams to create new and exciting game-play experiences
- LiveOps Automation toolsuite support & troubleshooting
- A deep understanding of ML technologies development and best practices
- Highly experienced delivering production quality, highly performant ML platforms
- Experience with machine Learning Frameworks (PyTorch, MXNet, Tensorflow, and model serving frameworks (Seldon Core, TorchServe, TensorFlow Serving)
- Very strong coding ability, and experience in development in at least one mainstream programming language (Python, Java, C++ and with at least one major public cloud provider (AWS / Azure / GCP)
- Experience writing and maintaining automated unit, integration, and end-to-end tests
- Experience building, managing, and maintaining MLOps platforms
- Experience in at least one of the following: Amazon Redshift, Google BigQuery, or Azure SQL Data Warehouse
- Experience building recommendation systems
- You've mentored less experienced team members
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