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Senior Machine Learning Developer (Ai)
152 900 - 229 300CAD
Мэтч & Сопровод
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TL;DR
Senior Machine Learning Developer (AI): Contribute to the development of next-generation ML systems for
Ads, focusing on building a high-scale ad-tech model platform, from training to inference. Focus on translating research into practical solutions and aligning ML platform capabilities with business goals.Location: Remote, Canada
Salary: $152,900—$229,300 CAD
Company
is the leading platform to create and grow games and interactive experiences.
What you will do
- Design, develop, and deploy scalable, production-grade ML systems and platform components to optimize ad delivery, bidding strategies, and user engagement.
- Contribute to the technical roadmap and design of the ML platform, focusing on training and inference solutions for high-scale ad-tech models.
- Translate research into scalable solutions for the ML platform and models.
- Partner cross-functionally with data science, product, and engineering teams to align ML platform capabilities with strategic business goals.
- Collaborate on defining data infrastructure, MLOps tooling, and processes to support advanced ML initiatives and the ML platform.
- Implement best practices for model development, testing, deployment, monitoring, and overall MLOps within the new platform.
Requirements
- Background in Computer Science, Machine Learning, Statistics, or a related field.
- Experience designing, deploying, and maintaining ML systems at scale, including managing cloud infrastructure on GCP and orchestrating workloads with Kubernetes.
- Track record of building ML platforms and infrastructure, including MLOps best practices, with experience using tools like NVIDIA Triton Inference Server.
- Expertise in Python and familiarity with production-grade ML frameworks (such as PyTorch or TensorFlow), as well as modern ML architectures.
- Familiarity with robust MLOps practices, data pipelines, and cloud ML deployment, including model serving and monitoring.
- Excellent communication and collaboration skills.
Nice to have
- Experience with Golang for building high-performance ML systems/infrastructure.
- A forward-thinking mindset.
- A passion for mentoring and supporting teammates.
- Experience in ad tech or other performance-critical domains.
Culture & Benefits
- Committed to fostering an inclusive, innovative environment.
- Celebrate employees across age, race, color, ancestry, national origin, religion, disability, sex, gender identity or expression, sexual orientation, or any other protected status in accordance with applicable law.
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