Lead Machine Learning Engineer-MLOps Vice President
JPMorgan Chase10 hours ago
Base Salary
$128k - $260k/yr
Responsibilities
- Build, deploy, and maintain pipelines for distributed machine learning training on GPU-enabled clusters.
- Develop and manage high-throughput real-time and batch inference pipelines.
- Implement quantization techniques and deploy large language models for efficient resource utilization.
- Manage and optimize vector databases for AI and machine learning applications.
- Establish monitoring and observability pipelines for system health, model performance, and issue resolution.
- Collaborate with cross-functional teams to integrate technologies and improve infrastructure.
- Partner with product, architecture, and engineering teams on scalable and performant technical solutions.
Requirements
- Bachelor’s degree in Computer Science or a related Engineering field with 6+ years of experience, or a master’s degree with 4+ years of experience.
- Extensive experience with Python.
- Strong knowledge of data science fundamentals and training and deploying models.
- Experience with monitoring and observability tools for model inputs, outputs, and feature statistics.
- Operational experience with Ray, DuckDB, and Spark.
- Experience with containers, container orchestration, and DAG orchestration is preferred, including Docker, Kubernetes, ECS, Airflow, and Kubeflow.
- Knowledge of databases and cloud computing, preferably AWS, is preferred.
- Experience with recommendation and personalization systems is a plus.
Benefits
- Competitive total rewards package and benefits based on eligibility.
- Comprehensive health care coverage and on-site health and wellness centers.
- Retirement savings plan and backup childcare.
- Tuition reimbursement, mental health support, and financial coaching.
- Base salary, commission-based pay, and/or discretionary incentive compensation may apply depending on role eligibility.
- Work location and other compensation details are determined by role and location and provided during the hiring process.
Tech Stack
Categories
About JPMorgan Chase
JPMorgan Chase provides consumer and commercial banking, payments, credit card, wealth management, and corporate and investment banking services to individuals, businesses, institutions, and governments. The public company (NYSE: JPM) earns revenue from interest, fees, trading, and asset management across operations in more than 100 markets. Headquartered in New York City with roots dating to 1799, it serves retail customers and prominent corporate and government clients through brands including Chase and J.P. Morgan.