MW Palantir pioneered the hottest job in tech. Its legions of copycats may not succeed.
By Christine Ji
The forward-deployed engineer is the big hope of software companies and job seekers. The role's inventors say many of them are missing the point.
Duplicating Palantir CEO Alex Karp's original model for FDEs will not be easy.
When Barry McCardel joined a tech startup in 2014, his job looked very different from the roles typically offered by companies at the center of the emerging internet economy. Most Silicon Valley companies at the time lavished their top engineering talent with free lunches, on-site dry cleaning, nap pods and other luxury amenities.
McCardel didn't work in a comfortably air-conditioned office with kombucha on tap. He spent his time living in hotels and short-term rentals in corners of the world ranging from Anchorage to Azerbaijan, working up to seven days a week on-site with clients to implement software and engineer custom solutions on the fly.
McCardel worked as a forward-deployed engineer at Palantir Technologies (PLTR), the data-analytics company co-founded by venture capitalist Peter Thiel and philosopher-CEO Alex Karp. Palantir aimed to create custom solutions that unify an organization's fragmented information, utilizing FDEs - engineers embedded directly with customers - to identify technical barriers and inform product development.
For years, the rest of Silicon Valley dismissed the FDE role as an unserious gig. Investors shared this opinion, arguing that Palantir was more of a glorified consultancy than a legitimate tech company. By the end of 2022, Palantir's stock had plummeted to an all-time low of $6, putting its market capitalization in the same league as Domino's Pizza $(DPZ)$.
"Most engineers want to do the 1:00 to 3:45 with a ping-pong break and an hour lunch. That's the way the Valley worked," McCardel said.
Then the artificial-intelligence boom hit, and Palantir's fortunes turned around completely. Now companies are looking to copy Palantir's approach. Revered today as the "hottest" job in tech, the FDE title is plastered across job boards and employed by companies ranging from AI startups to software-as-a-service behemoths racing to carve out their sphere of influence in the burgeoning enterprise-AI market. The FDE role has seen a 42-fold explosion since 2023, with LinkedIn reporting 8,500 new positions created over that time. Related customer-facing titles, such as technical consultant, solutions architect and sales engineer, have also spiked in popularity.
Some of the recent FDE proselytes, like OpenAI and Anthropic, have raised mind-boggling sums of money on the promise of a technology powerful enough to reshape the entire economy. Other companies - like Salesforce (CRM), ServiceNow (NOW) and Workday (WDAY) - are seeing their enterprise-software models threatened by AI tools that can write code and automate workflows. Pressure is mounting for companies on both ends of the spectrum to prove that they can drive business-AI adoption, and the FDE has emerged as the perfect solution.
But the new practitioners of the FDE strategy are deviating fundamentally from Palantir's original design in a way that makes them unlikely to achieve the same success, people familiar with Palantir's FDE approach say. OpenAI and Anthropic are supplementing their FDE teams by partnering with consulting firms. Traditional software firms are often sending FDEs to implement existing products instead of engineering new solutions. And in the case of Salesforce, the role is sometimes even done remotely. To Palantir's old guard, the FDE remains as deeply misunderstood as ever, despite its newfound fame - a role that rivals are culturally appropriating while ignoring the often grueling engineering process it entails.
Palantir introduced its Artificial Intelligence Platform in 2023, allowing organizations to integrate large language models directly into their data and operations. AI advances provided the catalyst that ignited Palantir's stock. Over the next two years, shares of Palantir soared more than 10-fold, and in the second quarter of 2025, the company surpassed $1 billion in revenue. The company's market valuation was recently $340 billion.
Powering this rise was Palantir's secret sauce, the FDE. The company developed its products by sending pods of four to five engineers to work with customers for months at a time. FDEs took data from messy spreadsheets, legacy systems and handwritten memos to create a digital replica of an enterprise. Vast amounts of scattered information were categorized and mapped. The result was a continuously updated and standardized system of record across an entire organization. This master data layer, which Palantir called Ontology, became the foundation upon which all of its other applications were built.
As the FDE fervor gained momentum across Silicon Valley in late 2024, Ted Mabrey, Palantir's global head of commercial, said in a Substack post that tech companies trying to copy Palantir's FDE model were largely failing. "They are replicating the form but not the function of the FDE. In an ironic twist, by doing so people are now reinforcing what they misunderstood about the FDE all along and creating the very thing that has been criticized," Mabrey wrote.
Deploying FDEs only makes financial and strategic sense for a handful of companies, McCardel, who left Palantir in 2018, told MarketWatch. Now the co-founder and CEO of data-analytics startup Hex Technologies, McCardel has deliberately chosen not to utilize FDEs. He's opted instead for a business model where the product is the solution instead of a starting point for bespoke engineering engagements.
"A lot of ex-Palantirians find it kind of cringe," McCardel said of today's FDE hype. "People are slapping the FDE title on sales engineering without really understanding how Palantir did FDE or why it worked so well."
Mission-type tactics
Silicon Valley's success and mythmaking long ago transformed the once-ridiculed computer nerd into the cool tech bro. Palo Alto also deemed the role of consultant a four-letter word, a label for those with liberal arts degrees and anyone else who lacked technical aptitude. Truly cracked engineers didn't dirty their hands with client-facing work.
So it's easy to see how Palantir's early reputation as a consultancy formed. McCardel, like CEO Karp and many other Palantirians, did not have a traditional engineering or computer science background. McCardel earned an undergraduate degree in network science from Northwestern University. After college, he worked as a management consultant at PricewaterhouseCoopers. Eager to do more work with data analytics, McCardel joined Palantir in 2014.
Within each FDE pod, engineers occupied different roles: McCardel served as an "Echo," the strategist responsible for translating the customer's needs into technical requirements, while "Delta" engineers rapidly developed prototype software solutions. These solutions were often tactical workarounds designed to patch critical issues in an improvised way. But not all Palantir engineers were forward-deployed. FDEs would send their front-line code back to centralized product engineers, who would repackage the field solutions into generalizable tools for future use.
'People are slapping the FDE title on sales engineering without really understanding how Palantir did FDE or why it worked so well.' Hex Technologies CEO Barry McCardel
At Palantir, a top computer science graduate could be working side by side with an English major. McCardel's consulting experience came in handy as he worked with clients to understand their business model and build relationships. Karp harbored a distaste for salespeople, as Michael Steinberger chronicled in "The Philosopher in the Valley," his 2025 biography of the CEO, and as a result Palantir relied on the results of the FDEs and word of mouth to grow its business. It took until 2019, a year before the company went public, for Karp to - reluctantly - add a sales team to the company.
McCardel found that the job required an ability to conceptualize problems in a way that bordered on the philosophical. In fact, writing code or shipping a product was not the main goal of the job. Those were just side effects of the actual mission: solving hard problems.
Palantir's products "are all invented in the field," McCardel said. "There's no central committee planning things."
The philosophical bent of Palantir came from Karp, who holds a Ph.D. in neoclassical social theory from Goethe University Frankfurt in Germany. And Karp understood the influence of names in making his company and his employees work the way he wanted. The company named the core of its product, Ontology, after the branch of metaphysics that studies existence. The FDE title itself was a way of branding a new professional identity for the traditionally low-status solutions engineer, noted Tom Hollands, a partner at Andreessen Horowitz. McCardel recalls Karp using the German military term "Auftragstaktik" - or mission-type tactics - to characterize Palantir's FDE playbook. Under this model, leaders give subordinates clear objectives but leave the tactical execution to their discretion.
Karp's military metaphor wasn't a complete stretch. FDEs were quite literally on the front lines. Founded in the wake of the 9/11 attacks and funded by the CIA's venture-capital arm, Palantir sought to target terrorists and defend American interests. The company's early success came from its work with CIA and tactical military intelligence teams. In Iraq and Afghanistan, soldiers were still mapping networks of insurgents and roadside bombs by hand until FDEs arrived to stitch together PowerPoints and memos into a centralized intelligence platform.
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April 04, 2026 08:30 ET (12:30 GMT)
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