Senior Machine Learning Engineer

hace 2 semanas


Barcelona, Barcelona, España Scopely A tiempo completo
Senior Machine Learning Engineer

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
Requirements:
  • 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
Bonus Points:
  • 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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