Full-Time

Data Quality & Annotation Manager

Updated on 9/8/2026

Nimble Robotics

Nimble Robotics

201-500 employees

AI-powered robotic fulfillment for eCommerce logistics

Compensation Overview

$100k - $140k/yr

+ Equity

San Francisco, CA, USA

Remote

Based in the San Francisco headquarters, with regular time at collection sites.

Category
Data & Analytics (1)
Required Skills
Data Visualization
SQL
Machine Learning
Quality Assurance (QA)
Robotics

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Requirements
  • At least 3 years of experience in data operations, annotation or labeling operations, or data collection quality assurance for machine learning systems.
  • Experience building quality standards from scratch, including rubrics, standard operating procedures, and quality-control workflows.
  • Experience managing annotation or review teams, including remote, offshore, or vendor/business-process-outsourcing teams, and driving performance against service-level agreements.
  • Experience delivering direct, frequent quality feedback to operators or annotators, including addressing performance issues.
  • Ability to build and own reporting and pressure-test data using SQL, business-intelligence tools, or artificial-intelligence-assisted methods.
  • Meticulous judgment on edge cases and the pragmatism to ship an initial rubric quickly.
  • Ability to work in person from the San Francisco headquarters, with regular time at collection sites.
  • Alignment with Nimble's values of resourcefulness, humility, dependability, and commitment to impact.
  • Familiarity with imitation-learning or robot-learning data and the characteristics of demonstrations usable for model training.
  • Experience scaling annotation or rater teams through pods, shift leads, and inter-rater reliability programs.
  • Experience selecting and managing offshore annotation vendors or establishing direct offshore teams, including employer-of-record and timezone-shifted workflows.
  • Multi-site operations experience.
Responsibilities
  • Own episode acceptance criteria for every task family by translating research and engineering data needs into operational, auditable standards and versioning them as model-training needs evolve.
  • Take over the annotation and episode-review queue, then build the team and workflows needed to scale it beyond the manager's individual capacity.
  • Stand up and manage a remote annotation team, likely Philippines-based through direct hires or a vendor/business-process-outsourcing provider, with an overnight turnaround service-level agreement.
  • Design and run a sampling-based quality-assurance audit program with explicit coverage targets, including inter-rater reliability checks to keep annotators and auditors calibrated.
  • Run the operator quality feedback loop by delivering operator-level quality scorecards to site supervisors within 24 hours.
  • Own the quality standard and signal while site supervisors handle coaching and people decisions.
  • Define quality metrics including episode acceptance rate, audit coverage, feedback latency, operator quality distribution, and annotation throughput.
  • Build operational dashboards for the function in partnership with the analytics team.
  • Own the certification standard for new operator onboarding while site teams conduct day-to-day training repetitions.
  • Drive a weekly loop with research and engineering covering failure modes, task-specification drift, and evolving definitions of quality.
Desired Qualifications
  • Robotics, autonomy, or teleoperation data experience is strongly preferred.

Nimble Robotics uses AI to optimize eCommerce logistics, coordinating fulfillment, inventory planning, and delivery speed with robotic systems that handle bin-sized items; larger items are handled manually. It offers a pay-as-you-go model with no upfront capital, plus pilot programs and plug-and-play integrations with Shopify, Netsuite, and Skubana. Its edge comes from combining AI-driven optimization, robotic fulfillment, flexible pilots, and seamless platform integrations to speed deliveries and improve order accuracy and customer satisfaction. The goal is to help eCommerce brands—from startups to Fortune 500s—scale fulfillment efficiently without upfront investment while achieving faster deliveries.

Company Size

201-500

Company Stage

Series C

Total Funding

$221M

Headquarters

San Francisco, California

Founded

2017

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Simplify Jobs

Simplify's Take

What believers are saying

  • February 2026's $47 million Series B from Norwest extended runway and hiring capacity.
  • AI4 2026 launch creates a pipeline for enterprise demos and partner conversations.
  • FedEx Fulfillment adoption can expand if Nimble proves lower-cost autonomous operations in 2026.

What critics are saying

  • Nimble's robotics-to-search pivot confuses customers and employees, especially after 2026 website repositioning.
  • Nimble's 21-point accuracy and 51% token claims are self-reported, not independently verified.
  • OpenAI, Google, and Perplexity can bundle live retrieval by 2027, commoditizing Nimble's core.

What makes Nimble Robotics unique

  • July 2026 Nimble launched domain-specialized Web Search Agents with API, SDK, and MCP access.
  • Nimble claims 90 million daily searches, giving it real traffic and tuning data.
  • FedEx's 2024 alliance validates Nimble's automation credibility with enterprise logistics buyers.

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Benefits

Paid Time Off

Health Insurance

Paid Parental Leave

Commuter Benefits

Referral Bonus

401(k) Retirement Plan

Company Equity

Growth & Insights and Company News

Headcount

6 month growth

14%

1 year growth

14%

2 year growth

15%
Yahoo Finance
Aug 3rd, 2026
Nimble unveils web search agents for AI at AI4 2026 with F1 simulator and Grand Prix giveaway

Nimble will showcase its Web Search Agents at AI4 2026 in Las Vegas from 4-6 August at The Venetian Convention and Expo Center. The company's booth will feature live demonstrations of its agentic search product, which autonomously learns users' domains to execute complex web research tasks. The platform specialises in self-learning for specific use cases, aiming to improve accuracy and reduce token costs compared to generalist web search tools. Nimble is available via API, SDK and MCP, enabling AI builders to access live web intelligence. The company currently powers over 90 million searches daily for Fortune 500 enterprises and AI-native companies. Booth activities will include product demos, a Formula 1 racing simulator, and a giveaway for a VIP weekend package to the Las Vegas Formula 1 Grand Prix in November.

CNBC
Feb 24th, 2026
Nimble CEO: Enterprise AI agents need live web search to scale, raises $47M Series B

Nimble, a company building search infrastructure for enterprise AI agents, has raised $47 million in Series B funding. CEO Uri Knorovich says enterprise AI agents will only scale if they can reliably search and verify the live web. The company is developing infrastructure that enables Fortune 500 companies to deploy AI agents that monitor real-time pricing, regulations and market data. Nimble positions itself as the search infrastructure layer necessary for businesses to trust AI agents in production environments.

Robotics & Automation News
Apr 25th, 2025
FedEx invests in robotic fulfillment company Nimble

FedEx, one of the world’s largest logistics companies, has agreed a strategic alliance and investment with Nimble, an AI robotics and autonomous e-commerce fulfillment technology company. The agree…

WTWH Media LLC
Jan 6th, 2025
Eight Knot secures $3.8M in funding

In October 2024, robotics investments reached $7.4 billion across 77 funding rounds, led by Waymo's $5.6 billion raise, marking the largest single round of the year. The total investment from January to October 2024 exceeded $20 billion. Autonomous driving tech companies dominated, with significant investments in Waymo, WeRide ($320 million), and Didi Woya ($298 million). The U.S. and China led in investment rounds, with the U.S. securing $6.4 billion and China $873 million.

Business Wire
Oct 24th, 2024
Nimble Closes $106 Million Series C Funding Round, Scales Fully Autonomous Fulfillment with FedEx

Nimble, a pioneering AI robotics and autonomous e-commerce fulfillment technology company, today announced the successful closure of a $106 million Se