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Senior Machine Learning Optimization Lead
1 week ago
We are seeking a Senior Machine Learning & Optimization Engineer to drive pragmatic execution and iterative improvement of our Index-wide technology strategy for machine learning and optimization. This role will involve guiding our technology strategy, designing and implementing enterprise-scale MLOps systems and platforms, productionalizing and supporting scalable and efficient Machine Learning models and solutions, and mentoring teams.
As a key member of our technology team, you will navigate complex problem-solving situations, contribute to decisions that affect the broader business's strategic direction, and utilize CI/CD best practices to ensure the enterprise remains innovative and efficient.
Key Responsibilities:
- Design and implement enterprise-scale MLOps systems and platforms
- Productionalize and support scalable and efficient Machine Learning models and solutions
- Refine and contribute to advanced data management strategies, optimizing for performance given extensive data loads
- Mentor teams and provide guidance for machine learning engineering deployment practices
- Navigate complex problem-solving situations and contribute to decisions that affect the broader business's strategic direction
Requirements:
- Advanced degree in Computer Science, Engineering, or a related field, or equivalent experience
- Expertise in high-performance backend technologies, preferably including Golang
- Extensive experience with cloud and/or on-premises distributed systems, data-intensive applications, and large-scale backend system design
- Deep knowledge of machine learning operationalization, including current trends, tools, and frameworks
- Proven problem-solving prowess, capable of pioneering novel solutions to sophisticated technical challenges
- Experienced in software development, deployment, and continuous improvement of complex CI/CD pipelines
Benefits:
- Comprehensive health, dental, and vision plans for you and your dependents
- Paid time off, health days, and personal obligation days plus flexible work schedules
- Competitive retirement matching plans
- Equity packages
- Generous parental leave available to birthing, non-birthing, and adoptive parents
- Annual well-being allowance plus fitness discounts and group wellness activities
- Commuter benefits and discounts, where available
- Employee assistance program
- Mental health first aid program that provides an in-the-moment point of contact and reassurance
- One day of volunteer time off per year and a donation-matching program
- Bi-weekly town halls and regular community-led team events
- Multiple resources and programming to support continuous learning
- A workplace that supports a diverse, equitable, and inclusive environment
