Descripción de la oferta
Experteer Overview
As a Principal AI/ML Engineer in King’s ML Special Projects team, you will lead end-to-end ML initiatives that drive product impact across live games at scale. You will collaborate with AI/ML engineers, data scientists, and product managers to operationalize models and set engineering standards for ML across the company. Your work will span discovery to production, focusing on quality content, gameplay simulation, and player experience improvements for millions of players. This role offers ownership, technical leadership, and a chance to shape the AI platform and practices used by multiple teams.
Compensaciones / Beneficios
• Drive end-to-end ML delivery from problem framing to deployment and monitoring
• Build and maintain robust batch/streaming pipelines for training and inference with strong reproducibility
• Design offline and online evaluation strategies balancing game-optimized metrics
• Collaborate with engineers, data scientists, product managers, and designers to translate opportunities into shipable systems
• Raise the bar on ML engineering practices: reliable releases, scoped work, trade-offs, documentation, and maintainable handover
• Provide technical leadership: coaching, architectural influence, and contributing to ML platform/product strategy
Responsabilidades
• Proven track record delivering production ML systems in consumer or similar complex environments
• Strong software engineering skills (Python) and experience with ML frameworks (PyTorch/TensorFlow)
• Experience building/operating data/ML pipelines at scale and handling large datasets
• Solid understanding of experiment design, evaluation, metrics, bias, drift, and measurement pitfalls
• Expertise in at least one of: causal inference, contextual bandits/online learning, or reinforcement learning/simulation-based evaluation
• Strong operational mindset: CI/CD, infrastructure-as-code, monitoring/alerting, debugging in real-world systems
• Excellent communication, collaboration, and stakeholder management
• Strong leadership skills to coach junior team members
Requisitos principales
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