---
title: 'Data Quality Specialist (数据质量专员) at Instrumental, Inc.'
canonical: 'https://feeny.ai/job/data-quality-specialist-instrumental-inc-shenzhen-2hgpstc3kmmw'
type: 'job'
last_seen: '2026-09-10'
---

# Data Quality Specialist (数据质量专员) at Instrumental, Inc.

- **Company:** Instrumental, Inc.
- **Location:** Shenzhen, China
- **Employment:** full-time
- **Work type:** onsite
- **Posted:** 2025-10-06
- **Last confirmed live:** 2026-09-10
- **Apply:** https://jobs.gem.com/instrumental-inc-/am9icG9zdDpDr8SBmJ3jsJd_-4DyIdgV

## Job description

Instrumental builds the manufacturing acceleration platform behind the world’s most complex electronics. We capture digital exhaust and engineering context from assembly lines—images, test logs, BOM data, performance, repair cycles—and our AI engines identify insights that are difficult or impossible for human engineers to find. We accelerate the companies building the AI era by improving manufacturing yield, throughput, and ramp. NVIDIA, Meta, L3Harris, and their manufacturing partners rely on Instrumental to accelerate new product introduction and production.

We’re seeking a Data Quality Specialist to join our team and help scale our ability to deliver world-class manufacturing AI solutions. This role will have a direct impact on the quality of results our customers see in the Instrumental platform.

This role is ideal for a professional with a background in manufacturing or quality control.  As a Data Quality Specialist, you will play a hands-on role in reviewing and analyzing customer image data in our application to ensure high-quality outcomes.

Come join us if you are meticulous and passionate about improving electronics manufacturing and love working with a global team. The ideal candidate is multi-faceted, technically savvy, organized, and deeply customer-oriented.

What You’ll Be Doing:

- Set Up Customer Program Environment: Partner with a global customer success team to ensure high-quality data ingestion post-deployment by preparing the customer environment for anomaly and defect detection. Avoid errors that could undermine AI model performance or user experience.
- Label and Review Data: Classify product images accurately and consistently, ensuring high-quality training data for our AI models.
- Maintain Quality Standards: Follow established guidelines and processes to avoid errors that could degrade model performance.
- Data Reporting: Clean and refine customer image data for immediate use in summary reports. This process involves reviewing photos,  summarizing key defect trends and patterns, and generating program ROI reports.
- Process Improvement and Issue Escalation: Maintain process discipline by following established workflows. Proactively identify and flag unusual data patterns, environment changes (like new SKUs or lighting issues), or ambiguous cases, escalating them to senior team members to ensure the best possible results.

What You Have:

- 1-2 years of work experience in a manufacturing, process or mechanical engineering or quality inspection role, ideally in the high tech electronics industry.
- Strong attention to detail with the ability to perform repetitive tasks consistently and accurately.
- Solid interpersonal and communication skills.
- Excellent written and spoken Mandarin language skills; basic working proficiency in English (can navigate professional email correspondence).
- Technically savvy and eager to learn new systems and tools.
- Ability to learn quickly, follow structured processes, and apply feedback to improve program results.

You’re encouraged to apply even if your experience doesn’t precisely match the job description.

At Instrumental, protecting company and customer information is a shared responsibility. All employees are expected to comply with company security and privacy policies and promptly report suspected security incidents or policy violations.

## About Instrumental, Inc.

## Company Overview
- **One-liner**: Instrumental provides a Manufacturing Engineering Control Platform that uses AI and data to help electronics companies optimize production, reduce waste, and accelerate new product introductions.
- **Entity Type**: Private (Series C)
- **Headquarters**: Palo Alto, California, United States
- **Founded**: 2014
- **Founders**: Anna-Katrina Shedletsky (CEO) and Samuel Weiss (CTO)

## Core Business
- **Primary industry/industries**: Manufacturing Technology (Hardware + Software + AI), Industrial IoT, Electronics Manufacturing
- **Target customers**: B2B, Enterprise; electronics brands and contract manufacturers producing complex consumer and mission-critical electronics.
- **Mission or purpose statement**: To eliminate $8 trillion in manufacturing waste by providing core infrastructure that empowers engineering and operations teams to design, execute, and operate with world-class efficiency [instrumental.com](https://instrumental.com/company/).

## Products & Services
- **Manufacturing Acceleration Platform**: A cloud-based platform that captures inspection, test, and process signals across factory lines, turning them into an engineering dataset for analysis. Key capabilities include:
    - **Discovery-Driven Inspection**: Identifies previously unknown failure modes early in production before they impact yield.
    - **Production Controls**: Deploys tests to intercept known failures and synchronize inspection standards across factories.
    - **Accelerated Failure Analysis**: Uses AI to eliminate potential root causes in minutes, saving up to 90% of time per analysis.
    - **Factory Signal Capture**: Connects data from multiple factories into a single, shared engineering dataset.

## Market Standing
- **Valuation/Market Cap**: Not publicly disclosed.
- **Key Metric**: Total Funding of **$80.3M** across 5 rounds [linkedin.com](https://www.linkedin.com/company/instrumental-inc.).
    - Seed (2015): $2.8M led by Root Ventures, First Round Capital.
    - Series A (2017): $7.5M led by Root Ventures, Eclipse.
    - Series B (2020): $20M led by Canaan Partners.
    - Series C (2022): $50M led by BAM Elevate.
- **Notable Investors/Partners**: BAM Elevate, Canaan Partners, Root Ventures, First Round Capital, Eclipse.
- **Growth Signals**:
    - **Headcount**: 70 employees (+10.5% YoY) [linkedin.com](https://www.linkedin.com/company/instrumental-inc.).
    - **Customer Wins**: Serves major brands like **NVIDIA** (sped up final assembly by 14 days), **Meta** (saved 900+ engineering weeks annually across 7 programs), and **Toast** (achieved 5.3X ROI) [instrumental.com](https://instrumental.com/).
    - **Active Hiring**: 22 open positions as of the latest data [linkedin.com](https://www.linkedin.com/company/instrumental-inc.).

## Competitive Advantages
- **Deep Domain Expertise**: Founded by ex-Apple product design engineers who experienced the manufacturing waste problem firsthand, giving them unique insight and credibility [instrumental.com](https://instrumental.com/company/).
- **Proven ROI**: Platform delivers measurable, large-scale results for top-tier global brands (e.g., 5.3X ROI, saving hundreds of engineering weeks).
- **First-of-its-Kind Platform**: Instrumental’s platform is described as the "world’s first Manufacturing Engineering Control Platform," combining AI with factory-floor signals in a way that hasn't been done before [instrumental.com](https://instrumental.com/company/).
- **Strong Customer Base**: Counts industry leaders like Axon, Bose, Cisco, Meta, SolarEdge, and ChargePoint as customers [linkedin.com](https://www.linkedin.com/company/instrumental-inc.).

## Strategic Focus
- **Current priorities**: Scaling the platform to capture more factory signals, deepening AI capabilities for predictive and prescriptive analytics, and expanding its customer base within the complex electronics manufacturing industry.
- **Direction for growth**: Continuing to build the "engineering system for manufacturing" to standardize production knowledge, enable faster scaling, and improve collaboration across global factory networks [instrumental.com](https://instrumental.com/).

## Why Work Here
- **Mission-Driven**: The company is tackling a massive, tangible problem ($8T in waste) with a clear goal to cut it in half. Employees can see the direct impact of their work on global manufacturing efficiency.
- **Culture**: Described as "collaborative, passionate, transparent, and impact-driven." Core values include "Play to Win" and "Default to Action," with a focus on forming authentic connections and celebrating wins [instrumental.com](https://instrumental.com/life-at-instrumental/).
- **Global & Distributed Team**: Offices in Palo Alto, CA and Shenzhen, China. The team works closely across locations, with a strong Slack culture and weekly All-Hands lunches [instrumental.com](https://instrumental.com/careers/).
- **Strong Talent Pool**: Team members come from top-tier companies like Apple, Tesla, Google, Foxconn, and Fictiv, indicating a high-caliber peer group [linkedin.com](https://www.linkedin.com/company/instrumental-inc.).
- **Technical Challenges**: Engineers work on a unique blend of hardware, software, and AI problems at the intersection of physical product design and digital data platforms.

## Sources
1. [Instrumental Company Page](https://instrumental.com/company/)
2. [Instrumental Product Page](https://instrumental.com/)
3. [Instrumental Careers Page](https://instrumental.com/careers/)
4. [Instrumental Life Page](https://instrumental.com/life-at-instrumental/)
5. [LinkedIn Company Profile](https://www.linkedin.com/company/instrumental-inc.)

## Other roles at Instrumental, Inc.

- [Principal Solutions Architect](https://feeny.ai/job/principal-solutions-architect-instrumental-inc-palo-alto-x7x5n7dhzbgx) — Palo Alto, CA
- [Site Reliability Engineer](https://feeny.ai/job/site-reliability-engineer-instrumental-inc-palo-alto-rzgc6dd10n8w) — Palo Alto, CA
- [Lead Recruiter](https://feeny.ai/job/lead-recruiter-instrumental-inc-palo-alto-hb3egtp7gmwn) — Palo Alto, CA
- [Forward Deployed Manufacturing Engineer](https://feeny.ai/job/forward-deployed-manufacturing-engineer-instrumental-inc-palo-alto-qkkp0neq12jy) — Palo Alto, CA
- [Senior Site Reliability Engineer (SRE)](https://feeny.ai/job/senior-site-reliability-engineer-sre-instrumental-inc-palo-alto-awbkwm97rjfg) — Palo Alto, CA
- [Forward-Deployed Manufacturing Engineer](https://feeny.ai/job/forward-deployed-manufacturing-engineer-instrumental-inc-cincinnati-h127t233xsgp) — Cincinnati, OH
- [Senior Forward Deployed Engineer - Taiwan](https://feeny.ai/job/senior-forward-deployed-engineer-taiwan-instrumental-inc-taipei-3c3yz8v4w5kn) — Taipei, Taiwan
- [Senior Solutions Design Engineer](https://feeny.ai/job/senior-solutions-design-engineer-instrumental-inc-palo-alto-mb1v4pa7e7ty) — Palo Alto, CA
- [Senior Technical Program Manager - Taiwan](https://feeny.ai/job/senior-technical-program-manager-taiwan-instrumental-inc-taipei-xme34y9tftcz) — Taipei, Taiwan
- [Forward-Deployed Manufacturing Engineer](https://feeny.ai/job/forward-deployed-manufacturing-engineer-instrumental-inc-dallas-pjqx4wcqdj5q) — Dallas, TX