Senior Machine Learning Engineer (Gamedev)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Senior Machine Learning Engineer (Gamedev): Designing and deploying ML systems to influence game design, live operations, and player engagement with an accent on scalable ML pipelines and agentic frameworks. Focus on building end-to-end ML pipelines, implementing CI/CD processes, and leveraging Databricks for large-scale data science products.
Location: In-office position based in Andover, MA
Salary: $150,000 — $185,000 USD
Company
A world-class entertainment company creating large-scale creative projects and immersive gaming experiences.
What you will do
- Partner with Data Scientists and business stakeholders to translate analytical and ML needs into robust production solutions.
- Design and build end-to-end ML pipelines, covering data collection, feature engineering, training, and serving.
- Spearhead the integration of cutting-edge AI and Agentic frameworks to advance the ML platform.
- Establish monitoring, A/B testing, and metrics frameworks to measure the real-world impact of models.
- Perform Root Cause Analysis to troubleshoot model and data issues and implement necessary code fixes.
- Contribute to technical strategy, CI/CD processes, and the establishment of team best practices.
Requirements
- 5+ years of experience building ML systems in production.
- Bachelor’s degree in Computer Science, Mathematics, Statistics, or a strong quantitative technical field.
- Proven track record of optimizing large-scale ML infrastructure and solutions.
- Essential experience working with Databricks and Databricks MLflow.
- Proficiency with pipeline scheduling tools such as Airflow and Astronomer.
- Experience with CI/CD tools, specifically Terraform and GitHub.
Nice to have
- Production experience deploying Databricks Genie AI and other Databricks Agentic solutions.
Culture & Benefits
- Inclusive, highly-motivated environment collaborating with top industry talent.
- Opportunity to work on some of the most rewarding and large-scale creative projects in entertainment.
- Comprehensive medical, financial, and other corporate benefit plans.
- Total compensation may include bonuses and equity awards.
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