Strategic Projects Lead
Next Ventures · next-ventures.com
New YorkLead / Manager
The job in short
Own end-to-end production of reinforcement learning training data for AI agents, managing data pipelines, automation and talent.
PythonSQLMachine learningReinforcement learning
Details
- Found
- 9 d ago · posted 2026-02-05
- Location as listed
- New York, United States
- Role
- Operations Manager
- Source
- The company’s own careers site
Full description
Strategic Projects Lead
About the Opportunity
We build advanced simulation environments that allow AI agents to practice complex, real-world tasks and improve through reinforcement learning. Our systems and high-quality training data support leading AI research teams in advancing agent capabilities at scale.
We are experiencing rapid growth and are looking for a Strategic Projects Lead (SPL) to help scale and optimize our data operations. This is a hands-on, high-ownership role for someone who thrives in ambiguity, moves quickly, and enjoys building scalable systems from the ground up.
As an SPL, you will own the end-to-end production of reinforcement learning training data — from translating customer specifications into execution plans through final delivery. Your work will directly influence data quality, operational efficiency, revenue performance, and margin expansion.
What You’ll Do
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Own complex, end-to-end data production pipelines from requirements gathering to final output
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Design and implement automation and workflow improvements to increase throughput, quality, and scalability
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Partner closely with engineering, product, and leadership during a period of rapid expansion
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Recruit, manage, and deploy high-skill talent across AI data initiatives
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Establish operational frameworks that balance quality, speed, and cost efficiency
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Drive measurable improvements in performance across systems and teams
This role requires a deep commitment to both quality and velocity. You will apply analytical rigor, quantitative reasoning, strong judgment, and creative problem-solving to move data efficiently through complex systems — often with incomplete information.
About You
You are an entrepreneurial operator who is comfortable diving into details while maintaining accountability for outcomes. You are energized by high-intensity, high-impact work and motivated by accelerating progress at the frontier of AI.
Ideally, you bring:
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Exceptional problem-solving skills and a data-driven mindset for improving systems and processes
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Technical fluency (experience with SQL, Python, or similar tools preferred)
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Experience hiring, coaching, and managing fast-paced teams
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Strong cross-functional collaboration skills and the ability to communicate complex concepts to non-technical stakeholders
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An entrepreneurial mindset with a bias toward action and iteration
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A genuine interest in advancing AI systems and applied machine learning
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