Part-Time Video Data Contributor for Robotics

Workstream develops HR, payroll, and hiring tools designed for hourly teams. Their software supports well-known brands in the restaurant industry, including Burger King, IHOP, KFC, and others. As a Series B company with backing from investors such as Founders Fund, BOND, and Coatue, Workstream continues to expand its product suite for businesses and employee…

At Workstream, we are dedicated to revolutionizing the way hourly workers are managed through our comprehensive HR, payroll, and hiring platform. With 2.7 billion hourly workers comprising 80% of the global workforce, we believe this segment deserves innovative technology tailored to their unique needs. Our platform is designed from the ground up to empower businesses and their employees to flourish.Our esteemed clientele includes industry leaders such as Burger King, Carl's Jr./Hardee's, IHOP, KFC, and Culvers. As a rapidly growing Series B company, we are expanding our offerings to fulfill our ambitious vision, supported by renowned venture capitalists and industry veterans like Founders Fund, BOND, and Coatue.Contribute to the Future of Robotics While Earning Income!We are seeking enthusiastic participants to capture video recordings of daily activities at home while wearing a head-mounted camera. These recordings will be instrumental in advancing robotics technology by teaching machines how to perceive and engage with real-world environments. You will document routine tasks such as folding laundry, preparing meals, cleaning, and organizing items. If you are meticulous, comfortable with everyday tasks, and interested in earning additional income while contributing to groundbreaking robotics research, we would love to collaborate with you!What You Will Do:Your primary responsibility will be to record 20-40 hours of video footage each week, focusing on intentional and clear arm, hand, and finger movements as you interact with various objects and your surroundings (for instance, folding clothes or using tools), avoiding unproductive activities like typing or scrolling on a phone.You will be expected to upload your footage to a designated Google Drive on a weekly basis and conduct basic quality checks on your recordings.

Join Our Team at Humble RoboticsAt Humble Robotics, we are at the forefront of revolutionizing ground transportation. Our mission is to develop an autonomous, zero-emissions hauler that significantly reduces freight costs through innovative vision-based AI, tailored for the modern global logistics landscape.We pride ourselves on being a dynamic, closely-knit team comprised of seasoned professionals from the AV industry and forward-thinking innovators. We believe that culture is not something to be engineered, but when it aligns, it creates an unforgettable adventure.Experience progress like never before.

ABOUT KLEDAt Kled, we are pioneering the world's largest opt-in human data network. Unlike traditional labeling firms or task marketplaces, we are a consumer application that allows individuals to upload authentic photos, videos, and documents, earning continuous compensation for their contributions.We meticulously filter, standardize, and license this data to cutting-edge AI labs and enterprises seeking fresh, rights-aware training data. Since our mobile app launch in 2026, we've achieved remarkable milestones:Ranked #1 in the App Store (Finance category) without any paid marketing efforts.Expanded to over 200,000 active data contributors.Processed between 1.5 to 3 million uploads daily.Secured over $5 million in funding from notable investors associated with SpaceX, Airbnb, Coinbase, xAI, OpenAI, Anthropic, Spotify, Lyft, Uber, and more.Our mission is straightforward: empower anyone to download our app and earn a sustainable living by sharing their data.ABOUT THE ROLEWe are seeking exceptional talent to join us in shaping the future of human data collection. If you are eager to democratize the data side hustle, we encourage you to apply.REQUIREMENTSShowcase your unique skills and demonstrate why you are a perfect fit for Kled. Candidates must be willing to relocate to or work full-time in San Francisco, CA.GROWTH OPPORTUNITYJoin a team at the forefront of applied AI data infrastructure. We operate at a fast pace and are committed to innovating every day of the week. In this role, you will:Manage core systems that support one of the largest human data networks globally.Design infrastructure that directly impacts the training of next-generation AI models.Work at true scale with millions of uploads daily from contributors around the world.Collaborate with a team experienced in creating marketplaces, AI systems, and products utilized by millions.If you are excited about rapid progress, building meaningful systems, and defining how human data drives advanced AI, we want to hear from you!

Founding Robotics Research EngineerAbout UsAt Foundry Robotics, we are revolutionizing the manufacturing landscape with cutting-edge robotic technology. Our mission is to rejuvenate the American manufacturing sector by becoming an AI-driven, assembly-oriented, dual-use contract manufacturer. We are dedicated to equipping manufacturers with advanced, intelligent, and versatile robotic systems that enhance productivity and ensure superior quality. As a pivotal member of our engineering team, your contributions will profoundly influence our products, corporate culture, and overall success. This position requires you to be present 100% in-person at our Mission District office in San Francisco.The RoleWe are on the lookout for a Founding Robotics Research Engineer to conceptualize, execute, and launch smart robotic systems tailored for manufacturing environments.This is a hands-on role that transcends typical academic or generic software development tasks. You will engage in a variety of areas including:Architecting systems based on ROS2Robotic manipulation and navigationImplementing perception and VLA-based control mechanismsIntegrating traditional controls with innovative learning methodologiesOverseeing on-site deployments in manufacturing workcellsYour skill set should encompass reading and analyzing robotics research papers, fine-tuning controllers, calibrating sensors, and deploying production-ready code to robots operating on factory floors.Key ResponsibilitiesRobotics Systems & ArchitectureDesign and develop distributed robotic systems utilizing ROS2Create modular autonomy frameworks for manipulation and mobile roboticsTake ownership of system-level performance, latency, and reliabilityRobotics Foundation Models (VLA)Develop and integrate Vision–Language–Action models for robotic operationsDesign data collection frameworks and refine foundational models for assembly tasksBenchmark and assess real-world effectivenessControls + LearningIntegrate traditional control methods with learned policiesImplement hybrid perception-planning-control architecturesEnhance robustness, repeatability, and safety in physical systems

Join Our Innovative Team as a Robotics Software Engineer!Location: San Francisco, CA (full-time, in-person)Company OverviewAt Cosmic Robotics, we aim to revolutionize the construction of essential infrastructure on Earth while developing advanced technologies to facilitate humanity's expansion beyond our planet. Our flagship project, Cosmic-1, is designed to install solar panels at a speed 10 times faster than current methods, propelling us toward a sustainable energy future and laying the foundation for autonomous construction in the years to come.Your RoleAs a Robotics Software Engineer, you will be instrumental in coding, testing, and deploying software for our robots engaged in live field projects. You will be a pivotal member of our team, influencing the future of autonomous construction.Why Join Us?Tackle significant challenges that will shape the future of energy and infrastructure.Collaborate with an elite team hailing from renowned organizations like NASA, SpaceX, Google, and Built Robotics.Experience rapid personal and professional growth within a fast-expanding company.Key ResponsibilitiesDesign, develop, and implement software for robotic manipulation, navigation, and path planning systems.Contribute across the entire software stack, from low-level motor control and sensor integration to high-level application logic.Ensure the safety and reliability of mission-critical systems through comprehensive testing and adherence to best engineering practices.Collaborate with hardware teams to initiate new systems and resolve technical issues.Travel to customer sites for on-site testing and deployment of robotic solutions.Maintain high code quality through reviews, automated testing, and thorough documentation.QualificationsA minimum of 2 years of professional engineering experience.Proficiency in C++, Python, and Linux development.Solid foundation in algorithms, software architecture, planning, and execution.Strong communication and project management abilities.

Become a Key Player in Revolutionizing Construction AutonomyAt Bedrock Robotics, we are pioneering the transition of artificial intelligence from research labs to real-world applications. Our team, composed of experienced professionals who have contributed to the successes of Waymo, Segment, and Uber Freight, is dedicated to deploying cutting-edge autonomous systems in heavy construction machinery across the nation. Our efforts are accelerating billion-dollar infrastructure projects while enhancing job site safety. With $350 million in funding, we are rapidly addressing the increasing demand for housing, data centers, and manufacturing facilities amid the construction industry's labor shortages.In this role, you will bridge the gap between theory and practice, collaborating with seasoned construction experts and top-tier engineers to tackle complex physical challenges that simulations cannot resolve. If you are eager to leverage advanced technology to solve real-world issues as part of a dynamic team, we invite you to explore this opportunity with us.We are on the lookout for a highly skilled Software Engineer to enhance our onboard testing capabilities. You will be responsible for developing comprehensive safety-critical test cases for our machines. Your work will involve close collaboration with our Robotics Platform and Cloud Infrastructure teams to design and implement validation frameworks that operate on actual machinery, in Hardware-in-the-Loop (HIL) settings, and through cloud-based end-to-end simulation. Your expertise will be crucial in integrating systems engineering, simulation, and onboard infrastructure to rigorously test the robot across hardware-software interfaces.The ideal candidate will demonstrate proficiency in creating reusable automation scripts, developing fault injection capabilities, building interfaces with cloud infrastructure, and collaborating with systems engineers to establish a robust testing framework for onboard AI. Your contributions will directly enhance system reliability and safety by identifying edge cases early, ensuring compliance with stringent safety standards.This position is perfect for software engineers who possess a systemic mindset, are aware of the implications of real-world deployments, and prefer developing intelligent solutions rather than merely executing scripts. Strong candidates will be hands-on engineers who are passionate about reliability and have a background in robotics. Some travel to our remote and Bay Area testing sites will be expected to observe and evaluate your tests in action.Join Bedrock Robotics in our mission to infuse autonomy into the construction industry! We are a dedicated group of professionals from the autonomous vehicle sector, committed to making a significant impact.

Founding Robotics Engineer in AI & SoftwareAre you an innovative engineer with a strong enthusiasm for robotics and AI, thriving in collaborative, cross-functional teams? Join us at Foundry Robotics, a pioneering seed-stage startup dedicated to developing advanced robotics solutions tailored for the manufacturing sector. We are seeking a Founding Engineer to become part of our core team, someone who excels in a dynamic environment, takes significant ownership, and is eager to tackle intricate mechanical and manufacturing hurdles.About UsAt Foundry Robotics, we are transforming the manufacturing landscape through state-of-the-art robotics. Our mission is to rejuvenate the American manufacturing industry with an AI-first approach, focusing on assembly and dual-use contract manufacturing. We strive to empower manufacturers with intelligent, efficient, and adaptable robotic systems that redefine productivity and quality. As a founding member of our engineering team, your contributions will have a direct and meaningful impact on our products, culture, and overall success. This position requires full-time, in-person work at our office located in the Mission District of San Francisco.The RoleIn the role of Founding Engineer, you will play a crucial part in the design, development, and deployment of AI and software infrastructure for our autonomous robotic systems. This position requires a hands-on approach, a deep understanding of computer vision and VLA models, as well as proficiency in ROS. You will be responsible for creating high-quality, high-performance software that meets the demanding requirements of a manufacturing environment.Key ResponsibilitiesDesign, develop, and implement innovative AI and software solutions for autonomous robotics in manufacturing.Lead the advancement of computer vision algorithms and VLA models to enhance robotic perception and control.Architect and construct robust, scalable, and high-performance software systems optimized for superior reliability.Leverage ROS2 (Robot Operating System) for diverse robotic applications.Collaborate closely with hardware engineers, product managers, and other stakeholders.Take full ownership of critical software components from conception through deployment.Serve as the primary technical liaison with vendors, partners, and customers, representing the company in external interactions.Contribute to the company's overall technical strategy and roadmap.

Join Our Mission to Revolutionize Autonomy in ConstructionAt Bedrock Robotics, we are pioneering the integration of AI in real-world applications. Our innovative team comprises industry experts who contributed to the success of Waymo, facilitated Segment's $3.2B acquisition, and propelled Uber Freight to $5B in revenue. We are at the forefront of deploying autonomous systems in heavy construction machinery nationwide, significantly enhancing the efficiency of multi-billion-dollar infrastructure projects while prioritizing safety on job sites. With an impressive $350M in funding, we are rapidly addressing the escalating demand for housing, data centers, manufacturing facilities, and the pressing labor shortage in the construction sector.This is where groundbreaking algorithms converge with the realities of the construction field. You will partner with seasoned construction professionals and elite engineers to tackle complex challenges that go beyond simulation capabilities. If you are eager to leverage cutting-edge technology to make a tangible impact alongside a talented team, we invite you to apply.Your RoleAs part of the Onboard Infrastructure team, you will be responsible for developing the foundational software and middleware that operates on our onboard computer, utilizing Rust from board bring-up to middleware.We are seeking a Staff Software Engineer to conceptualize and implement our onboard runtime framework. This framework is crucial for the safe and efficient operation of our autonomy stack, allowing our Machine Learning and Controls teams to accelerate their workflows and deliver with assurance.Your ResponsibilitiesDesign and develop the core application runtime framework, incorporating application lifecycle management, deterministic scheduling, and sophisticated configuration systems that manage complex subsystem dependencies.Create high-performance communication systems and zero-copy interfaces for low-latency, real-time sensor data, including cameras and lidars.Build onboard infrastructure to enhance system observability, diagnostics, and ensure deterministic logging and replay capabilities.Establish and uphold coding standards and code quality, promoting Rust best practices while mentoring junior engineers.Collaborate closely with Machine Learning and Controls teams to ensure the platform meets the stringent requirements of advanced autonomy.Required Qualifications10+ years of software engineering experience, with a focus on systems programming in Rust.Proven track record in developing high-performance, real-time systems.Strong understanding of middleware architectures and software design principles.Experience working in collaborative, cross-functional teams.

Join Our Team as a Robotics Project Lead – Data Collection!Are you ready to take your career to new heights with a pioneering company? At Innodata, we are looking for a dynamic Robotics Project Lead to oversee our vital data collection initiatives. This role offers the unique opportunity to make impactful decisions that will directly enhance data quality, operational efficiency, and our bottom line.Who We Are:Innodata (NASDAQ: INOD) is a premier data engineering firm, trusted by over 2,000 clients across 13 global cities. We empower leading organizations in technology, finance, insurance, law, and medicine with cutting-edge AI technology solutions. Our advanced machine learning and AI capabilities, combined with a dedicated workforce, enable us to deliver optimized digital data solutions across all industries.With more than 3,000 employees worldwide, we are positioned for remarkable growth in the coming years. Join us and be part of this exciting journey!Your Role:As the Robotics Project Lead, you will take full ownership of high-impact data collection projects, from conception to implementation. This multifaceted role requires an entrepreneurial spirit and a hands-on approach to problem-solving, where you will translate customer requirements into actionable project specifications to drive performance improvements.

Foxglove develops data infrastructure for robotics teams operating in real-world environments such as factories and warehouses. As robots leave the lab, engineers need reliable tools for analyzing data, diagnosing issues, and improving system performance. Foxglove delivers observability, visualization, and data management solutions designed to help teams manage large volumes of multimodal sensor data from deployed fleets. Role overview This Software Engineer - Robotics Data Infrastructure position centers on building and optimizing the systems behind Foxglove’s products. The scope covers desktop and web visualization tools, backend services for data ingestion and streaming, and client libraries running directly on robots. Work ranges from enhancing decoding performance in Rust, to extending MCAP tooling in C++, integrating new data sources with TypeScript, and occasionally working with customers to resolve performance issues. What you will do Design, build, and deploy product features from start to finish, incorporating feedback from users. Work across the stack: from Rust and C++ libraries on devices, to backend cloud services, to browser-based visualization tools. Identify and address performance bottlenecks in data pipelines, including ingestion, decoding, streaming, and rendering. Contribute to MCAP and other open-source libraries used by the robotics community. Collaborate with customers and robotics engineers to gather requirements and validate new solutions. Maintain high engineering standards and help foster a culture of ownership within the team. Design systems for efficient storage and querying of petabyte-scale robotics data. Requirements At least 5 years of experience developing production software. Strong proficiency in Rust, C++, and TypeScript, with a willingness to learn new languages or frameworks as needed. Location This position is based in San Francisco, CA.

Be Part of the Future of Autonomous RoboticsAt Bedrock Robotics, we are pioneering the transition of AI from theoretical frameworks to practical applications in the built environment. Our team is comprised of seasoned professionals who have been instrumental in the success of innovative companies such as Waymo, Segment, and Uber Freight. We are at the forefront of deploying autonomous technologies in heavy construction machinery, significantly enhancing the efficiency and safety of multi-billion dollar infrastructure projects across the nation.With backing from $350 million in funding, our mission is to address the urgent need for housing, data centers, and manufacturing facilities, while simultaneously responding to the construction industry's labor shortages.This position is where cutting-edge algorithms meet the practical world of construction. You will work alongside industry experts and top-tier engineers to tackle complex real-world challenges that cannot be simulated. If you are eager to leverage advanced technology for impactful problem-solving within a skilled team, we encourage you to apply.

About UsAt Foundry Robotics, we are pioneering an AI-native robotics manufacturing enterprise dedicated to enhancing assembly and production capabilities for top-tier robotics firms and critical national-security hardware. Our vision is to create robots that construct robots, effectively transforming the landscape of manufacturing.We are on a mission to revolutionize the American manufacturing sector by prioritizing AI-driven solutions and assembly-focused strategies as a dual-use contract manufacturer. Our goal is to equip manufacturers with intelligent, efficient, and adaptable robotic systems that redefine productivity and quality. As a key member of our engineering team, your contributions will significantly influence our products, workplace culture, and overall success. Please note that this position requires 100% in-person work at our Mission District office in San Francisco.The RoleWe are seeking a Manufacturing Process Engineer who excels at transforming innovative ideas into practical production realities. You will be comfortable designing systems from the ground up and validating them directly on the factory floor. Your primary responsibilities will include defining the architecture of our robotic systems from initial concept through to full-scale production, developing assembly strategies, designing tooling, and creating workflows where they do not currently exist. You will establish production capabilities from scratch, making critical decisions concerning sequencing, fixturing, automation integration, and quality control. Your focus will be on driving rapid build-test-learn cycles to implement robust and scalable processes.Key ResponsibilitiesDesign and develop production processes from the ground up for autonomous robotic assembly systems, establishing how AI-driven hardware is manufactured at scale.Optimize assembly lines with a focus on throughput, yield, and scalability as production transitions from initial stages to high-volume outputs.Create and maintain process documentation, work instructions, SOPs, and control plans to enable repeatable and scalable manufacturing.Develop tooling and fixtures aimed at reducing variation, minimizing operator error, and supporting efficient assembly processes.Engage hands-on on the shop floor to validate processes, pinpoint bottlenecks, and iterate quickly alongside the team.Foster relationships with external vendors and contract manufacturers, providing valuable process insights and feedback during development.Collaborate across disciplines with mechanical, electrical, and robotics teams to ensure processes are designed with the entire system in mind.

Join Scale AI's rapidly expanding Robotics division as a Technical Program Manager (TPM) for Robotics Data. In this pivotal role, you will orchestrate complex technical operations, spearheading projects that drive substantial revenue growth exceeding $XXM. This position transcends traditional project management; you will collaborate with diverse project leads across an extensive array of robotics data initiatives, ensuring the timely completion of technical milestones, mitigating risks, and aligning stakeholders. Embrace the dynamic nature of this role, where your versatility will be key to achieving impactful outcomes and accelerating your career trajectory. Your Responsibilities: Drive Multi-Project Outcomes: Act as the central force behind a portfolio of robotics projects, meticulously tracking milestones, deliverables, and dependencies to guarantee timely delivery for premier AI researchers. Bridge the Technical-Operational Gap: Function as the key liaison among AI clients, hardware engineers, and global operations teams, translating overarching goals into actionable data collection workflows. Architect Scalable Pipelines: Collaborate with engineering teams to design and enhance comprehensive data ingestion pipelines that accommodate high-fidelity sensor data (video, logs, teleoperation) essential for Vision-Language-Action (VLA) models. Enforce Data Quality & Governance: Establish KPIs and Quality Assurance (QA) metrics to ensure datasets are meticulously curated, accurately labeled, and conform to stringent privacy and safety standards. Standardize for Scale: Develop and refine Standard Operating Procedures (SOPs) that facilitate scalable data collection across globally distributed teams. Communicate with Precision: Deliver regular, data-informed progress reports to Scale’s executive team, leveraging SQL and dashboards to track performance and inform strategic adjustments.

Video Data Annotator (Contract) – On-SiteJoin our innovative AI Team at dipper as a Video Data Annotator on a contract basis. This on-site position, located in vibrant San Francisco, offers a unique opportunity to contribute to the development of cutting-edge AI technologies.Location: San Francisco, On-siteCompensation: $25/hourSchedule: Part-time (4–8 hours per day)Duration: Initial engagement of 10 weeksProgram Overview10-week initial engagement with potential for full-time transition based on performance and team needs.ResponsibilitiesAnnotate and label video data across various formats with precision.Evaluate video content and ensure high accuracy in labeling.Provide constructive feedback on video quality and questionnaire setup to enhance AI performance.Communicate clearly regarding edge cases, inconsistencies, and potential improvements.QualificationsExceptional attention to detail and accuracy.Strong proficiency in English, both written and verbal.Preferred QualificationsExperience in data labeling or annotation is a plus.If you're meticulous, enjoy working with video content, and are eager to contribute to AI development, we encourage you to apply.

US Remote – Near SF Preferred (Travel as required, SFO, EWR, IGI)About Us:Innodata Inc. (NASDAQ: INOD) stands at the forefront of data engineering, serving over 2,000 clients across 13 global cities. We are the preferred AI technology solutions provider for four out of five of the world's largest technology firms, along with leading entities in finance, insurance, technology, law, and healthcare.By harnessing cutting-edge machine learning and artificial intelligence (ML/AI) technologies, along with a global team of subject matter experts and a robust security framework, we aim to deliver clean, optimized digital data across industries. Innodata combines high-quality digital data solutions with user-friendly platforms.With a dedicated workforce exceeding 3,000 professionals across the United States, Canada, the United Kingdom, the Philippines, India, Sri Lanka, Israel, and Germany, we are positioned for significant growth in the coming years.Position Overview:As a Robotics Solutions Engineer, you will play a pivotal role in advancing AI into the physical realm. You will be a trusted technical partner for some of the most innovative robotics and model-building teams globally. Your responsibilities will include designing and demonstrating data capture solutions, leading technical pilots, conducting samples and demos, and assisting clients in transforming real-world robotics challenges into actionable datasets, pipelines, and evaluation frameworks that drive genuine model and business outcomes. This role holds high visibility and directly impacts strategic partnerships and deals.Key Responsibilities:Partner with Innodata Client Partners to define and execute technical pilots and POCs, securing the “technical win” with both new and existing robotics customers.

Role Overview OpenAI is hiring a Technical Program Manager to drive robotics data acquisition in San Francisco. This position leads cross-functional teams and oversees the collection and management of robotics data that supports AI development. What You Will Do Coordinate projects across engineering, research, and product teams. Guide the process of acquiring and organizing robotics data. Support the development of AI systems by ensuring reliable and high-quality data flows. Collaboration Work closely with engineers, researchers, and product managers to deliver solutions that advance OpenAI’s robotics efforts.

Join the Future of TransportationAt Humble Robotics, you will be at the forefront of revolutionizing ground transportation with our innovative autonomous, zero-emissions hauler. Our mission is to significantly reduce freight costs using cutting-edge vision-based AI technology, tailored for the modern global logistics landscape.We pride ourselves on being a dynamic team comprised of industry veterans and forward-thinking innovators. We understand that a thriving culture can't be engineered, but when it aligns, it creates an extraordinary journey.Experience progress like never before.

About Humble RoboticsJoin Humble Robotics and be a part of a transformative journey in ground transportation. We are at the forefront of developing an autonomous, zero-emissions hauler that revolutionizes freight costs through cutting-edge vision-based artificial intelligence, tailored for the modern global logistics network. As a dynamic and agile team composed of seasoned AV industry experts and forward-thinking innovators, we cherish a culture that's organically cultivated. When it aligns perfectly, it becomes an extraordinary adventure. Experience the immediacy of progress like never before. Position OverviewTake charge of the design, integration, and preliminary validation of novel mechanical hardware for our large-scale autonomous vehicles.

Join the Watney Robotics TeamAt Watney Robotics, we are revolutionizing the future with our autonomous robots designed to enhance critical infrastructure. Recently, we secured $21 million in seed funding from Conviction, Abstract, and A*, allowing us to collaborate with some of the largest hyperscalers to expedite data center expansion and maintenance.This is your chance to join a dynamic team with significant ownership and visibility as we transition from prototypes to full-scale production fleets. Be a part of our journey to deliver real systems, develop our rollout strategies, and make a lasting impact in the robotics industry.Your RoleAs a Robotics Technician, you will engage directly with state-of-the-art autonomous systems throughout their lifecycle—from prototype development to production deployment. Your responsibilities will go beyond traditional maintenance; you will be a key technical contributor who will:Design, test, and refine robots for continuous operationDiagnose and resolve intricate mechanical, electrical, and software challenges within autonomous systemsEstablish diagnostic protocols and predictive maintenance strategiesAdjust and calibrate sensors, actuators, and control systemsAssist in field deployments and remote troubleshooting of systems globallyDocument assembly and maintenance procedures as we growCollaborate on hardware design iterations informed by real-world performance feedbackWork in tandem with software and hardware teams to enhance robot functionality and reliability