Machine Learning Lead - Instawork Robotics

Instawork•San Francisco, CA

28d•$240,000 - $260,000•Onsite

About The Position

Instawork's on-demand labor marketplace is uniquely valuable for robotics and physical AI training. We're working with leading frontier labs to create the highest-quality, highest-diversity dataset for training robotics foundation models. Instawork Robotics is the human advantage in the robotics revolution. The Instawork Robotics ML Lead will own the technology strategy for physical AI training data. Who You Are: An mid-career developer, with at least 8 years of programming and/or engineering leadership experience, excluding internships. A machine learning expert, with a Master's or PhD in an AI or ML-related field and at least 2 years of professional experience building ML or CV models for robotics or autonomous vehicle applications. Experienced with data pipelines, with expertise in distributed systems, cloud computing on AWS infrastructure, and scalable data processing for large-scale datasets. An innovator, with a background in identifying and translating techniques from academic research and frontier labs into production systems. A problem-solver, who enjoys building new-to-world systems, sharing your technical expertise with other builders, and applying creativity and grit to create value for our robotics partners. Nice-to-haves: 5+ years experience designing or architecting production distributed systems Experience as an engineering team leader or software development manager Experience shipping production code at an early-stage or mid-stage startup Comfort and presence leading technical discussions with external partners and customers What You'll Do: Model Development - plan, architect, and build the data labeling and enrichment pipeline at the foundation of Instawork Robotics' data offering. Pipeline Optimization - identify and implement continuous improvements to our data pipeline to improve efficiency, scalability, and quality. Dataset Quality - develop methodologies and analytics to measure the quality and performance of our dataset and ML models. Research Reviews - stay on top of academic research and industry best practices related to robotics learning and training. Cross-Functional Collaboration - Work closely with robotics leadership, data ops, QA, and other engineering teams to ensure alignment from concept to deployment. Mentorship & Influence - Guide mid and senior-level engineers through code reviews, pair programming, and architectural discussions, raising the technical bar across the organization. For CA based applicants: The base salary for this position is $240,000 - $260,000 This position is eligible for equity in the form of stock options This position is eligible for Instawork benefits, including: Variety of medical, dental, and vision plans with coverage beginning on the date of hire Flexible paid time off At least 8 paid company holidays annually Home office stipend Phone stipend Commuter stipend Supplemental pay on qualified leaves Employee health savings accounts (HSA) contribution Flexible spending plans 401K plan Perkspot - discount program through Lumity A variety of factors are considered when determining someone's compensation including a candidate's professional background, experience, and location. Final offer amounts may vary from the amounts listed above. #LI-Onsite #LI-CR2

Requirements

An mid-career developer, with at least 8 years of programming and/or engineering leadership experience, excluding internships.
A machine learning expert, with a Master's or PhD in an AI or ML-related field and at least 2 years of professional experience building ML or CV models for robotics or autonomous vehicle applications.
Experienced with data pipelines, with expertise in distributed systems, cloud computing on AWS infrastructure, and scalable data processing for large-scale datasets.
An innovator, with a background in identifying and translating techniques from academic research and frontier labs into production systems.
A problem-solver, who enjoys building new-to-world systems, sharing your technical expertise with other builders, and applying creativity and grit to create value for our robotics partners.

Nice To Haves

5+ years experience designing or architecting production distributed systems
Experience as an engineering team leader or software development manager
Experience shipping production code at an early-stage or mid-stage startup
Comfort and presence leading technical discussions with external partners and customers

Responsibilities

Model Development - plan, architect, and build the data labeling and enrichment pipeline at the foundation of Instawork Robotics' data offering.
Pipeline Optimization - identify and implement continuous improvements to our data pipeline to improve efficiency, scalability, and quality.
Dataset Quality - develop methodologies and analytics to measure the quality and performance of our dataset and ML models.
Research Reviews - stay on top of academic research and industry best practices related to robotics learning and training.
Cross-Functional Collaboration - Work closely with robotics leadership, data ops, QA, and other engineering teams to ensure alignment from concept to deployment.
Mentorship & Influence - Guide mid and senior-level engineers through code reviews, pair programming, and architectural discussions, raising the technical bar across the organization.

Benefits

Variety of medical, dental, and vision plans with coverage beginning on the date of hire
Flexible paid time off
At least 8 paid company holidays annually
Home office stipend
Phone stipend
Commuter stipend
Supplemental pay on qualified leaves
Employee health savings accounts (HSA) contribution
Flexible spending plans
401K plan
Perkspot - discount program through Lumity