Senior Machine Learning Engineer (Gamedev)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior Machine Learning Engineer (ML/Gamedev): Designing and deploying large-scale ML systems and data products to influence game design and player engagement with an accent on end-to-end ML pipelines and agentic frameworks. Focus on building scalable infrastructure using Databricks, optimizing model performance, and integrating cutting-edge AI solutions into live operations.
Location: In-office position based in New York City (Downtown Manhattan)
Salary: $160,000 — $195,000 USD
Company
A world-class entertainment creator known for producing some of the most rewarding, large-scale creative projects in the industry.
What you will do
- Collaborate with Data Scientists and stakeholders to translate analytical needs into robust ML solutions.
- Design and implement end-to-end ML pipelines, covering data ingestion, feature engineering, training, and serving.
- Spearhead the integration of AI and Agentic frameworks into the ML and Data Science platform.
- Establish monitoring, A/B testing, and metrics frameworks to quantify the real impact of models.
- Perform root cause analysis for troubleshooting and implement necessary code and process fixes.
- Drive the technical strategy and CI/CD processes to ensure scalable and reliable architecture.
Requirements
- 5+ years of experience building ML systems in production.
- Bachelor’s degree in Computer Science, Mathematics, Statistics, or a related technical field.
- Proven track record in optimizing large-scale ML infrastructure and solutions.
- Proficiency with Databricks and MLflow is essential.
- Experience with pipeline scheduling tools like Airflow and Astronomer.
- Experience with CI/CD tools including Terraform and GitHub.
Nice to have
- Production experience with Databricks Genie AI and other agentic solutions.
Culture & Benefits
- Inclusive and highly motivated environment collaborating with industry top talent.
- Opportunity to work on some of the most rewarding, large-scale creative projects.
- Full range of medical, financial, and other corporate benefits.
- Commitment to equal opportunity, dignity, and respect in the workplace.
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