---
title: 'Backend Engineer at Instrumental, Inc.'
canonical: 'https://feeny.ai/job/backend-engineer-instrumental-inc-palo-alto-40m4m8m2htgx'
type: 'job'
last_seen: '2026-10-29'
---

# Backend Engineer at Instrumental, Inc.

- **Company:** Instrumental, Inc.
- **Location:** Palo Alto, CA
- **Compensation:** $136k–$177k
- **Employment:** full-time
- **Work type:** hybrid
- **Posted:** 2026-10-28
- **Last confirmed live:** 2026-10-29
- **Apply:** https://jobs.gem.com/instrumental-inc-/am9icG9zdDqbgX8gmTYBRDHOVjV3ZLHv

## 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 entering one of the most important periods in our company's history. Over the next year, we'll be rebuilding our platform layer for a scale it wasn't originally built for — and the engineer who joins now will shape that architecture as much as anyone.

Instrumental is hiring a Backend Engineer to build the services and features behind our product. You’ll join a product team alongside experienced engineers and ship backend work that customers rely on every day. This is a product engineering role, not an infrastructure role.

We’re looking for someone with 1-2 years of professional experience who is comfortable with problems that aren’t fully defined, makes thoughtful decisions within their area while knowing when to pull in others, and contributes to how the team works through code reviews, documentation, and sharing what they learn. Early-career engineers at Instrumental get real ownership quickly, and they earn it by showing up responsibly and following through.

What You’ll Be Doing:

- Own the full software development lifecycle across design, implementation, testing, deployment, release and validation
- Build and improve the backend services behind our product, learning to balance shipping quickly with writing code that’s simple and easy to maintain
- Take responsibility for the quality of features in production by validating your work, investigating issues, and improving performance and reliability.
- Use AI-assisted development tools to move faster and share what works with the team
- Spot technical debt and tooling gaps in your area and bring well-reasoned proposals for what to tackle
- Work with engineers across teams to deliver features that support our product, AI, and edge systems

We’re Looking for :

- 1–2 years as a software engineer, ideally at a startup or on a small team where you shipped code that real users depended on
- You’ve owned a feature or component from start to finish, including scoping it, building it, getting it to production, and fixing it when it broke, even if someone more senior shaped the overall design
- Comfort working through problems that aren’t fully defined. You ask good questions, make reasonable calls when you don’t have every answer, and learn from how those calls turn out
- Solid working knowledge of Python or Go, plus a genuine interest in data modeling and system design and a desire to get much better at both
- You use AI-assisted development tools as part of your everyday workflow and are eager to share what’s working with your teammates
- Signs that you grow quickly, such as taking on more responsibility over time, picking up feedback fast, or being the person teammates came to for a particular area

We’re a growing team that works collaboratively, supports each other, and is energized by having an 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: $136,000-$177,000. In addition, job level and salary opportunities are evaluated during our interview process — we review each applicant's experience, knowledge, skills, and abilities. 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. Employees are expected to comply with company engineering, security, access control, 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.)

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