Lead Machine Learning Engineer-MLOps Vice President
JPMorgan Chase5 days ago
Base Salary
$171k - $260k/yr
Responsibilities
- Build, deploy, and maintain pipelines for distributed training on GPU-enabled clusters.
- Develop and manage high-throughput real-time and batch inference pipelines.
- Implement quantization techniques and deploy large language models.
- Manage and optimize vector databases for AI and machine learning applications.
- Establish monitoring and observability pipelines for system health, performance, and issue resolution.
- Collaborate with cross-functional teams and partner with product, architecture, and engineering teams on scalable 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 Python experience and strong knowledge of data science fundamentals, model training, and model deployment.
- Experience with monitoring and observability tools for model inputs, outputs, and feature statistics.
- Operational experience with big data and ML tools such as Ray, DuckDB, and Spark.
- Experience with containers, container orchestration systems such as Kubernetes and ECS, and DAG orchestration tools such as Airflow and Kubeflow.
- Knowledge of databases and cloud computing, preferably AWS.
- Recommendation and personalization systems experience is preferred.
Benefits
- Competitive total rewards package with eligibility-based benefits and possible commission or discretionary incentive compensation.
- Comprehensive health care coverage, on-site health and wellness centers, retirement savings plan, backup childcare, tuition reimbursement, mental health support, and financial coaching.
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.