Applied Intuition

What Applied Intuition does

Applied Intuition positions itself as "Physical AI that moves the world" — a vehicle operating system plus simulation, validation and autonomy stack used across automotive, defense, trucking, mining, construction and agriculture. Its 2025 year-in-review (Dec 19, 2025) claims vehicle intelligence "moved from vision to reality" and explicitly extends the company's reach "Sea to Space," while CNBC's 2026 Disruptor 50 ranked it No. 21. Crucially, it is a software supplier that spans automotive and defense rather than a pure autonomous-vehicle vendor, which broadens both its market and its customer base. That breadth is what distinguishes it from single-domain AV companies and underpins the aggressive valuation re-rating investors have handed it. For engineers, the product surface is wide — simulation, validation, autonomy and a vehicle OS — meaning roles touch a large fraction of the stack rather than a narrow slice.

What it is like to work at Applied Intuition

Headcount is now ~1,100 across locations, and the company self-describes as 1,000+ engineers, 40+ ex-CTOs and 30+ former founders — a dense, senior, founder-heavy org. One Glassdoor review calls the work satisfying: "fast-pace, challenging work for engineers; very little abstraction means you touch most parts of the projects you work on." But more recent 2026 reviews are pointed: "toxic behavior praised and politics reigns" (Jun 19, 2026), "communication and expectations are rarely clear" (Jun 10, 2026), and a "very political" environment recur across Glassdoor. Overall Glassdoor is 3.4/5 with only 53% recommend, and category scores show Career opportunities at 3.9 but Senior management at 3.2. As a pure-software AV/robotics shop there is no clearance or on-site mandate, but the culture is high-scope, high-ownership and high-friction — a place where aggressive goals and internal politics travel together.

What Applied Intuition pays

This is the highest-paid private company on this list. Levels.fyi shows median SWE total comp of $205K rising to $316K for Senior SWE, with an overall role range spanning $100.5K (UX Researcher low) to $520.6K (PM high). A /r/csMajors thread reports roughly $220K in total compensation for new grads, unusually strong for entry level. The trade-off is equally explicit: Blind's lowest-rated category is Work-Life Balance at 1.9/5, and Glassdoor work-life sits around 2.3–2.4. In other words, Applied Intuition pays at or above the top of the private-company market, but candidates are effectively buying that comp with long hours and intense scope. The June 2025 Series F also included a tender offer, which means the cap table is now mature enough to provide secondary liquidity — a meaningful detail for anyone weighing illiquid equity against cash.

How hiring works at Applied Intuition

Taro's Apr 14, 2025 report describes four rounds: two LeetCode-style coding interviews, one situational behavioral round, and one high-level system-design round. The LeetCode breakdown skews toward the middle — roughly 19% Easy, 71% Medium and 10% Hard — so the coding bar is demanding but not dominated by hard problems. As a pure-software AV and robotics company there is no clearance gate for most roles, and interviews are on standard tech-loop rails rather than defense-style screening. The behavioral round is worth preparing for specifically: given the founder-led, high-ownership, politically charged culture surfaced in reviews, expect interviewers to probe scope tolerance, ambiguity handling and how you operate without clear process. Candidates should also clarify team assignment early, since Blind and Glassdoor both note significant variance in experience across teams.

Growth & trajectory

Valuation re-rated from $6B to $15B in 15 months. Applied Intuition raised a $250M Series E at $6B (Mar 12, 2024) led by Lux Capital, then a $600M Series F at $15B (Jun 17, 2025) co-led by BlackRock and Kleiner Perkins, which also included a tender offer for employee liquidity. Headcount stands at ~1,100 with an aggressive 1,000-engineer footprint, implying rapid team expansion. Revenue is not publicly detailed in these sources, but the CNBC Disruptor 50 No. 21 ranking implies a top-decile growth profile. The strategic story is breadth: by positioning as a software supplier across automotive and defense — "Sea to Space" — the company has decoupled itself from the fortunes of any single AV program, which is the thesis that justifies the steep re-rating. The upside for candidates is participating in that expansion; the risk is the culture friction that comes with it.

Risks to know

Work-life balance is the clearest warning signal: Blind rates it 1.9/5 and Glassdoor around 2.3–2.4, and overall Glassdoor is 3.4/5 with only 53% recommend. First-person reviews call management "political" and "toxic," describe an "intense work environment with difficult work hours," and note that customer-facing autonomy teams draw the sharpest intensity complaints. An Aug 21, 2025 Blind post titled "Career growth in Applied Intuition?" praises "cool projects" but flags "long hours working in AI" and significant team-to-team variance. The valuation re-rating ($6B to $15B in 15 months) is the upside, but it is precisely the aggressive-goals engine that produces the friction. Candidates should treat team and manager fit as the decisive variable, probe hours and expectations directly in the loop, and weigh the strong comp against a work-life score that is among the lowest on this entire list.

Who thrives at Applied Intuition (and who should not)

Thrives: senior ICs and ex-CTO profiles who want aggressive scope, ex-founders comfortable with founder-led chaos, and AV/robotics specialists who value touching most of the stack with "very little abstraction." The 3.9 Career-opportunities score and $316K Senior SWE comp reward people who can convert intensity into growth. Should not join: anyone needing 40-hour weeks or explicit process — multiple Blind and Glassdoor threads confirm the politics and long hours are real, not anecdotal. As a pure-software AI shop it avoids the clearance and on-site constraints of the defense-hardware peers on this list, but it trades that freedom for the steepest work-life friction here. This is the archetypal "highest pay, highest grind" employer in the batch, and self-selection matters more than usual.

Roles Applied Intuition is hiring for

The roles Applied Intuition is most actively hiring right now in our index, with a live count and the salary guide for each:

The full board of open roles — with comp and location on every posting — is at the top of this page.

The signals behind this page

The hiring picture here is read from 192 live Applied Intuition postings in our index (refreshed weekly); 100% are remote-friendly, and in a recent sample 144 disclose a pay-transparency band. The culture, growth, and interview detail above is researched and cited; the open-roles board is live from our jobs index.

Sources

• Working at Applied Intuition — Glassdoor
• Applied Intuition hits $15B with $600M Series F — Applied Intuition (Jun 2025)
• Applied Intuition Software Engineer Salary — Levels.fyi
• SWE Interview Experience — Taro (Apr 14, 2025)
• Applied Intuition revenue, valuation & funding — Sacra
• Applied Intuition — CNBC Disruptor 50 (2026)
• Career growth in Applied Intuition? — Blind
• Pros & Cons of Working At Applied Intuition — Glassdoor