---
title: 'Forward Deployed Manufacturing Engineer at Instrumental, Inc.'
canonical: 'https://feeny.ai/job/forward-deployed-manufacturing-engineer-instrumental-inc-palo-alto-qkkp0neq12jy'
type: 'job'
last_seen: '2026-09-10'
---

# Forward Deployed Manufacturing Engineer at Instrumental, Inc.

- **Company:** Instrumental, Inc.
- **Location:** Palo Alto, CA
- **Employment:** full-time
- **Work type:** hybrid
- **Posted:** 2026-08-14
- **Last confirmed live:** 2026-09-10
- **Apply:** https://jobs.gem.com/instrumental-inc-/am9icG9zdDrf-kZwykoo0ttqDShbLkq9

## Job description

As a Forward Deployed Engineer, you'll be embedded on-site at customer factory sites — not visiting, not consulting remotely, but physically there for the stretches it takes to see a mission through. You'll use Instrumental Solve and the data it surfaces to investigate manufacturing issues, but the real work starts after the finding: knowing the specific product's architecture and build flow well enough to know what actually changed, and knowing the specific people on the floor well enough to get something done about it. Data tells you where to look; it's what you know about the product and the people that gets something fixed.

Beyond the investigation work, this role gives you something harder to find: a line that's genuinely yours to run. You'll make the calls — what to fix first, how to work with the customer, what "done" looks like — without waiting on sign-off or a pre-built roadmap. You'll be the person the customer turns to and trusts, with real room to shape how things go.

About Instrumental: 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 Looking for Someone Who:

- You have real, hands-on time on a factory or contract manufacturing floor — not adjacent to it, on it. You know how a build actually runs.
- You can go deep enough on a specific product's architecture and build flow to recognize what changed and why — this matters more than general data fluency.
- You know how to find the right owner for a finding — who can actually act on it, what they're measured on, and whether there's a real window to act. A well-supported finding sent to the wrong person still goes nowhere, and you know that going in.
- You build real trust with the people on the floor and in engineering — not by reporting well, but by being present, credible, and useful over time.
- You're comfortable being physically on-site, often for extended stretches. This is a majority-travel, factory-deployed role — not a headquarters seat.
- You drive corrective action all the way to completion — you stay with a finding until it actually changes something measurable, not until it's handed off.
- You thrive in ambiguity and take ownership without waiting for perfect instructions.

What You’ll Be Doing:

- Own a Mission and Deliver on It. You'll travel to customer factory sites, primarily in North America, with a specific, company-critical mission. Common missions may include setting up and integrating physical equipment and accelerating customer "time to value" by hand-tuning Instrumental algorithms and software. You'll have support from our global team, but you'll be the engineer on the ground who owns mission success. You can expect to work onsite and travel to customer sites approximately 25% of the time.
- Build Relationships with Customer and Factory Stakeholders. While onsite, you'll build real rapport with the people who determine whether a finding turns into action — learning who owns what, what they're accountable for, and how to work within that. You'll leverage those relationships to move quickly, and cement a strong, dependable reputation for yourself and Instrumental.
- Investigate and Drive Root Cause to Resolution. You'll dig into ambiguous manufacturing questions, using your knowledge of the product's build flow alongside production and test data to form hypotheses and land on validated findings. You won't stop at the finding — you'll drive the corrective action through until it actually changes yield, throughput, or time-to-market.
- Shape How Instrumental Delivers Solve at Scale. You'll partner with Product and Engineering on what you're seeing in the field — product gaps, repeatable patterns, workflow fixes — helping build the playbooks that make the next mission faster than the last.

We are ideally looking for an individual fluent in Mandarin. We are open to all types of candidates however, Mandarin fluency will be very beneficial for work on our customer’s manufacturing lines.

We’re a growing team that works collaboratively, supports each other, and is energized by having impact. We value passion and the ability to learn – you’re encouraged to apply even if your experience doesn’t match the job description precisely!

The following is a representative annual base salary range for this position within the Bay Area: $140,000-$200,000 - The posted salary range spans multiple levels, with compensation determined based on experience and level. This position is also eligible for performance-based cash bonuses and growth-stage equity participation. In addition, job level and salary opportunities are evaluated through our interview process – we review the experience, knowledge, skills, and abilities of each applicant.

Instrumental is proud to offer a highly-rated variety of benefits, including health, vision, dental, commuter plans, and parental leave.

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
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- [Lead Recruiter](https://feeny.ai/job/lead-recruiter-instrumental-inc-palo-alto-hb3egtp7gmwn) — 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
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- [Forward-Deployed Manufacturing Engineer](https://feeny.ai/job/forward-deployed-manufacturing-engineer-instrumental-inc-dallas-pjqx4wcqdj5q) — Dallas, TX
- [Solutions Design Engineer](https://feeny.ai/job/solutions-design-engineer-instrumental-inc-palo-alto-qn2q7h440tzb) — Palo Alto, CA