Who gets hired and onto which teams
Multiple entities operate under the name "Ohm." The Zero G Talent board tracks ASML, Stripe, and Waymo (semiconductors, payments, autonomy) but no AI-focused entity under this name. The verifiable record shows three distinct operations: OHM Advisors, a 900-person employee-owned civil engineering and architecture firm based in Michigan; the Open Hiring Matrix (OHM), an open-source framework for structuring hiring evaluations; and Ohm Labs LLC, an AI platform company incorporated in San Francisco in October 2025.
OHM Advisors segments candidates into three tracks: Experienced Professionals, Young Professionals, and Students. Experienced hires "share their knowledge, experience and thought leadership to solve our clients' challenges and develop our team." Young Professionals are "wired to think big and looking for a culture that empowers them to have a collaborative voice as they grow their career." Students enter through paid summer and part-time internships posted throughout the year in Architecture, CADD, Engineering, GIS, Information Technology, Urban Planning, and other professional careers. Every candidate applies online; the firm warns that "application review and contact can take as long as several weeks" and keeps resumes on file for one year.
The firm's own "Who We Hire" page puts personality and character ahead of technical credentials. "We need technical experts — but also people who know how to deal with people and clients." It's attitude — really, that's the bottom line," one hiring manager states. Another adds: "When I'm looking for new team members, I focus on unique talents and passions because it's true what they say: skills can be taught but talent is something you're born with." A third emphasizes creativity: "I look for team members who bring creativity and innovative thinking to their role, because with the rapid advancement of technology and digital tools, ideas that seem out of reach today might be achievable two years from now." That hierarchy — attitude, then aptitude — shapes every screen.
Parallel to the firm, the Open Hiring Matrix project publishes a framework designed to replace "lengthy and abstract lists of requirements" with "a more defined, accessible, and transparent hiring framework." The matrix is open-source; its maintainers are building a web application so companies can define skill matrices with weights, score candidates, and share evaluation results privately. The project's own example shows a candidate who scored only 6 on Technical Skills but "significantly outperform[ed] in Soft Skills, Cultural Fit, and Cultural Contribution": a profile the framework flags as "a more compelling fit for the company's needs."
Ohm Labs LLC, the AI platform company, describes itself as "a lean, high-ownership team of engineers, ex-founders, and PhD scientists based in the heart of San Francisco, backed by Y Combinator and world-class investors." Its LinkedIn updates show active recruiting for "exceptional engineers with experience inside hardware test and/or validation programs" and roles "in the US and UK" to deploy AI across test and validation programs. A Chief of Staff role seeks someone "ambitious, technical by background and a generalist who wants to run their own company in the future." A GTM intern role asks for "great writer + excellent taste," "technical fluency (STEM background preferred, PhD even better)," and notes "Based near enough to SF to spend time in person with us" as a bonus.
What it pays
Zero G Talent's board holds no compensation data for Ohm Labs LLC. The board's live postings cover ASML, Stripe, and Waymo, but no Ohm roles have been ingested. That absence signals one of three things: the company recruits off-board, hires infrequently enough to stay below the ingestion threshold, or structures compensation in ways that don't map to standard salaried bands.
First-party board bands for companies operating in comparable talent tiers:
| Company | Board salary band (typical) | Median | Salaried roles tracked |
|---|---|---|---|
| ASML | $34k–$240k | $151k | 73 |
| Stripe | $48k–$286k | $235k | 29 |
| Waymo | $141k–$310k | $247k (Zero G Talent's board reported) | 337 |
These ranges span hardware, fintech, and autonomy; each with distinct cost-of-labor geographies and equity components not captured in base-salary bands alone. Stripe's median sits at $235k, according to Zero G Talent's board, with a $286k ceiling, Zero G Talent's figures put the ceiling at $286k; Waymo's starts higher at $141k and, Zero G Talent's board data shows, tops at $310k. Both reflect the premium for engineers who ship in constrained, high-stakes environments.
Posted roles illustrate where those bands land. A Senior Software Engineer, Agentic Test Systems at Waymo carries $213k–$263k base, Zero G Talent's board found. A Senior FP&A Analyst - Commercial Finance runs $168k–$207k. At ASML, a Sourcing Lead in San Diego lists $144k–$197k; a New Product Introduction Engineer - Mechatronics in Wilton, CT posts $104k–$150k.
Third-party aggregates for similarly named but unrelated entities show wide dispersion: Ohm Advisors averages $85k (Salary.com) with Glassdoor reporting $104k–$125k for Project Engineer to Project Manager; Ohm Analytics Inc averages $94k (Salary.com); Ohm Fitness roles average $25.71/hr (ZipRecruiter). Those figures reflect different industries and cost structures; they are not transferable.
Finance operations roles across markets range broadly from roughly $45k to more than $120k annually (a directional range, not a promise, because country, seniority, industry, and technical specialization make a major difference). Higher pay follows higher impact: complex systems experience, measurable efficiency gains, global operations fluency, analytics depth, and team leadership move candidates beyond transaction processing into specialist or management bands.
For Ohm Labs LLC specifically, the lean structure and remote-friendly posture suggest a narrower base band with wider equity upside for early contributors, and location-agnostic bands that don't penalize distributed talent. The hiring criteria — ship quickly, navigate ambiguity, contribute across boundaries — map to the "properly leveled offer" tier in industry analyses. Candidates who demonstrate owned outcomes (a shipped model, a closed enterprise deal, a productionized pipeline) should anchor negotiations to the upper quartile of whatever band Ohm publishes, not the midpoint.
Until Ohm posts roles on the board, the only verifiable anchors are the market comparables above and the incorporation record. Ask for the band, the leveling rubric, and the last three hires' packages at your level. If they won't share, that's data too.
How the hiring process works
OHM Advisors runs a single, firm-wide funnel: every role (whether GIS analyst, structural engineer, or IT project manager) starts with an online application, no exceptions. The careers site states that "all candidates must apply online for all employment opportunities across the firm," and resumes stay active for one year so applicants can re-submit for new openings without starting from scratch. The company also flags up front that timeline, which Glassdoor reviewers confirm varies wildly by discipline; internship candidates describe a clear, organized sequence, while some experienced hires report communication breakdowns after initial screens.
Once a recruiter pulls a resume, the evaluation order follows the hierarchy stated on the "Who We Hire" page: attitude, then aptitude. Candidates who advance articulate how their "creativity and innovative thinking" apply to client-facing problems. The interview loop is thorough and collaborative. Multiple stakeholders weigh in, reflecting a 900-person firm that bills itself as "a collaborative, values-driven culture." Background checks and education verification are standard before a final decision. One Indeed reviewer noted the process as "very friendly, easy to meet" but cautioned that the slowest step can be external: badging for airport-area project work, not the interviews themselves. Candidates who aren't selected receive written notification, a closure step the company lists as policy.
When a hiring manager decides to move forward, the offer sequence is formal: a verbal offer followed by a written letter spelling out salary, start date, and employment terms. HR then reaches out with pre-start logistics. The firm also maintains a steady internship pipeline (positions in Architecture, CADD, Engineering, GIS, IT, and Urban Planning are posted throughout the year) and treats those cohorts as a primary talent source, which explains why internship applicants consistently report the smoothest experience.
For Ohm Labs LLC, public information is limited to LinkedIn updates describing active recruiting for engineering and GTM roles, with a process that includes direct outreach ("dm me if you know anyone who could be a fit") and Y Combinator job board postings. No detailed funnel description is publicly documented.
Where the work happens
Ohm Labs LLC incorporated on October 1, 2025, with a principal address at 2549 Irving Street #1013 in San Francisco's Sunset District, a residential-commercial corridor south of Golden Gate Park. The registered agent, Stephanie Hung, operates from the same address. LinkedIn's company profile cites a headquarters in San Francisco with a primary location zip of 94111 (the Financial District) suggesting the team may occupy or have access to space downtown while the legal entity remains registered in the Sunset. The discrepancy is common for early-stage companies using a registered-agent address for incorporation while leasing desks or a small office elsewhere.
The company reports 11–50 employees on LinkedIn as of October 2026. At that scale, a traditional leased office with dedicated labs is unlikely. Ohm builds an enterprise AI platform for hardware engineering teams — software that ingests test data, runs predictive models, and surfaces anomalies across battery, automotive, aerospace, and data-center programs. Its product requires no wet lab, no vibration table, no environmental chamber. The infrastructure that matters is compute, secure data pipelines, and integration points with customer test equipment. Those live in the cloud and in customer environments, not at 2549 Irving Street.
A separate entity, Ohm-Labs, Inc., appears at 611 E. Carson Street, Pittsburgh, PA 15203, with a toll-free line, business hours listed as 9 a.m.–5 p.m. EST, and contact emails for sales, billing, and technical support referencing calibration services. That operation (calibration, products, shop-floor services) is distinct from the AI platform company. The name overlap is coincidental; the Pittsburgh outfit predates the 2025 incorporation and serves a different market. Candidates should not conflate the two.
Ohm describes itself as remote-friendly. A LinkedIn post recruiting a GTM intern noted that proximity bonus, not a requirement. The same channel advertises those roles for engineers deploying AI into test and validation programs. That distribution model (small SF anchor, hiring across U.S. time zones and into the UK) matches the lean, remote-first structure the company signals. No UK legal entity or office address appears in public filings; the British hires likely operate under contractor or employer-of-record arrangements.
The San Francisco address enables proximity to the hardware ecosystem Ohm sells into: battery startups in the Bay Area, automotive programs in Detroit (the team attended The Battery Show there in 2026), aerospace clusters in Southern California, and the venture infrastructure that funds them. The registered agent's presence at the Irving Street address satisfies California compliance. The rest (code, model training, customer deployments) runs on distributed infrastructure. For a team of this size and mission, the office is a coordination node, not a production facility.
Who thrives here
Review data for OHM Advisors paints a picture of a workplace where most people stay and recommend the firm, but signals are mixed enough to tell you exactly who does well. Sixty-nine percent of Glassdoor reviewers would recommend the company to a friend. Work-life balance sits at 4.2 out of 5 on Glassdoor and 4.0 on SimplyHired. Culture and values score 3.9 and 3.5 respectively. Career opportunities come in at 3.8. Pay satisfaction runs high: 77 percent of SimplyHired reviewers say they're satisfied with compensation, and the pay-and-benefits rating is 3.8. Management gets 3.7. Job security and advancement lags at 3.3. That spread (strong balance and pay, weaker advancement clarity) is the first clue.
Research on decent work across 203,197 employee reviews shows that when people perceive fair pay, safe conditions, aligned values, and appropriate breaks, they speak up more constructively and withhold destructive silence. CEO approval amplifies that effect. At OHM Advisors, the culture-and-values score near 4.0 suggests leadership visibility matters. The Deloitte 2025 Human Capital Trends survey found only 2 percent of CHROs think their performance management works, and 64 percent of workers call reviews a waste of time. Yet organizations that define performance around purpose and mindset — not process — outperform. The firms getting it right cocreate systems with employees, simplify the model, and measure human and business outcomes together. They also invest in manager capability: only 26 percent of organizations say their managers are very effective at enabling team performance, and managers spend just 13 percent of their time developing people.
Cross-functional connection shows up in the data. A pharmaceuticals company saw a 10 percent rise in cross-team interactions correlate with a 10 percent sales lift: $200 million in one quarter. Roche cut speed-to-competency from 18 months to 90 days by linking learning directly to performance, reducing turnover and raising customer satisfaction. The pattern: people who thrive build relationships outside their immediate team, translate learning into output fast, and operate in environments where trust is designed in, not assumed.
AI-intensification research from UC Berkeley Haas adds a caution. Workers using AI tools expanded their task scope, erased natural pauses, and ran multiple parallel threads, feeling momentum in the moment but busier and less able to disconnect on reflection. Sustainable performers introduced intentional pauses, batched non-urgent work, protected focus windows, and preserved human check-ins. At a company where 69 percent recommend the firm but advancement clarity sits at 3.3, the ones who last likely set their own boundaries, seek cross-team work proactively, and treat AI as a lever, not a treadmill.
The name "Ohm" resolves to three verified entities: a civil-engineering firm that hires for attitude first, an open-source hiring framework that weights cultural contribution over technical score, and an AI platform company (Ohm Labs LLC) with a lean, remote-first structure and limited public hiring data. Candidates chasing the AI profile have the market comparables, the incorporation record at 2549 Irving Street, and the LinkedIn updates. The rest is signal waiting for a source.
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