Custom Silicon Goes Mainstream: Saronic, Tenstorrent, Etched Debut With 466 Roles
Saronic's 255-role debut alone exceeds the entire Lending, Dexs, Bridge, and Risk Curators DeFi categories combined this week.
Hardware AI Enters at Scale
Three vertically integrated hardware-AI companies appeared in the dataset for the first time this week and immediately moved the market. Defense maritime autonomy company Saronic posted 255 roles spanning naval architecture, perception software, and Marauder vessel commissioning. Tenstorrent (RISC-V AI accelerators) added 116 roles concentrated in ASIC architecture and AI compiler work, while transformer-ASIC startup Etched added 95 across SoC architecture, supercomputing, and platform software. The combined 466-role debut signals that custom silicon and physical-AI teams are scaling past the prototype stage.
- --Saronic: 255 new roles, 61 in Engineering and 46 in Production -- vessel manufacturing at scale
- --Tenstorrent: 12 RISC-V roles, 16 ASIC roles, full architecture and customer engineering directors hiring
- --Etched: 23 platform + 23 software + 16 ASIC roles -- a full-stack hardware-software team build
Data Category Triples
The Data category surged 245% week-over-week (91 to 314 new roles), driven by InterSystems entering the dataset with 132 roles and continued expansion at Snowflake (45), Amplitude (45), Mixpanel (42), and Databricks (41). InterSystems concentrated hiring in Sales (30) and Implementation (14), suggesting a healthcare-data go-to-market push. The pattern across the five companies is consistent: data platforms are simultaneously building enterprise sales motions and product-management benches, not just engineering capacity.
- --Data category: 91 -> 314 new roles (+245%)
- --InterSystems: 132 roles, healthcare-focused, 30 in Sales
- --Snowflake + Databricks combined: 86 new roles in adjacent AI Compute
AI Agent Companies Hit Sales Mode
Conversational-AI agent companies showed a coordinated go-to-market signal. Cresta posted 121 roles with 27 in Sales and 16 in Marketing alongside 50 in Engineering. Decagon added 87 roles split evenly between Engineering (27) and Sales (27) plus 10 Deployment Strategists -- a customer-facing implementation function. Ema, Clay, and Fieldguide together added 159 roles with similar patterns. The shift from research-heavy to revenue-heavy hiring is clearest in the AI Application category, which grew 99% to 574 new roles.
Market Snapshot
Total active jobs reached 31,801 across 473 hiring companies, with 4,766 new postings this week (+8.5% WoW). Tech firms posted 2,194 new roles, AI-native companies 1,969, and crypto-native companies 549. Fintech category collapsed 84% (622 to 102) as last week's Airwallex and Rippling backlogs flushed through, with both companies dropping more than 90% in posting volume. Austin pushed past New York for the second straight week with 219 new roles, lifted almost entirely by Saronic.
- --31,801 active jobs across 473 companies
- --Tech 2,194 / AI 1,969 / Crypto 549 new roles by company type
- --Fintech category -84% as Airwallex (567 -> 24) and Rippling (376 -> 40) normalize
Key Themes
Market Snapshot
Hiring Signals
Saronic Debuts at 255 Roles, Defense AI Becomes a Top Hirer
highAutonomous maritime defense company Saronic appeared in the dataset for the first time and immediately took the top hirer slot. Hiring is split across Engineering (61), Production (46), Software (21), and 12 specialized mission-services and training functions, indicating a vertically integrated build of vessels, autonomy software, and operational deployment teams in parallel.
Data Category Surges 245%
highThe Data category jumped from 91 to 314 new roles week-over-week. InterSystems' 132-role debut accounts for the largest share, but Snowflake (45), Amplitude (45), Mixpanel (42), and Databricks (41) all expanded simultaneously. The breadth across five companies suggests this is not a single-company artifact but a category-wide hiring cycle in enterprise data infrastructure.
AI Compute Category Up 86% as Custom Silicon Players Enter
highAI Compute moved from 196 to 364 new roles. The expansion is driven not by hyperscalers but by custom silicon entrants Tenstorrent and Etched, plus continued growth at Snowflake and Databricks. Tenstorrent's roles concentrate in ASIC, RISC-V, AI Compiler, and Mixed Signal Design; Etched leans into platform, supercomputing, and SoC architecture. Both companies are building production silicon and software stacks rather than research teams.
AI Health Explodes 483% Off a Small Base
mediumAI Health roles jumped from 23 to 134 in a single week. Commure (89 roles) and Garner Health (57 roles) account for nearly all of the growth -- both companies appeared in the dataset this week. The signal is narrow (two companies) but the magnitude marks AI-Health as a category worth watching for breadth confirmation in coming weeks.
AI Agent Companies Pivot to Sales-Heavy Hiring
highConversational-AI agent companies showed a synchronized shift toward go-to-market hiring. Cresta, Decagon, Ema, Clay, and Fieldguide collectively posted 367 new roles this week with sales, marketing, and customer-success functions making up roughly 40% of the mix. Decagon's split of 27 Engineering / 27 Sales / 10 Deployment Strategists is the cleanest indicator: research-stage AI companies are now operating as enterprise software vendors.
Fintech Category Collapses 84% as Backlog Clears
mediumThe Fintech category dropped from 622 to 102 new roles. The cause is concentrated: Airwallex went from 567 new last week to 24, and Rippling from 376 to 40. Both companies posted unusually large single-week batches previously, and this week's decline likely reflects normal posting cadence rather than a hiring freeze. Total active counts at both companies remain large.
Austin Becomes the #2 City for New Roles
mediumAustin posted 219 new roles this week, second only to San Francisco's 331. The lift is almost entirely from Saronic's HQ presence (Austin-based) plus Tenstorrent's Austin-area engineering teams. This is the second straight week Austin has cleared 200 new roles, suggesting the defense and silicon clusters are concentrating geography rather than going remote.
Company Spotlights
Saronic
Saronic entered the dataset this week with the largest single-company posting volume of the year so far. The 255-role distribution -- 61 Engineering, 46 Production, 21 Software, 13 Port Alpha (manufacturing facility), 10 Mission Training, 9 Mission Operations -- describes a company simultaneously building autonomous vessels, the autonomy software stack, and the people who will operate the systems in the field. Senior hires include a VP of EHS, Commissioning Chief Engineer for the Marauder vessel, and Director of Internal Controls, all consistent with scaling a defense-prime operation rather than a software startup.
Tenstorrent
Tenstorrent's debut at 116 roles is concentrated in the unglamorous parts of building a silicon company: 12 RISC-V Software Ecosystem roles, 16 ASIC and Mixed Signal Design roles, 9 Automotive roles, and 4 AI Compiler roles. The hire pattern is closer to a chip company than an AI lab, with Director-level openings for Systems & Solutions, RISC-V Software Ecosystem, and Customer Engineering. For job seekers, Tenstorrent is one of the few alternatives to NVIDIA hiring at this scale in custom AI silicon.
InterSystems
InterSystems' 132-role debut leans heavily commercial: 30 Sales roles, 14 Implementation, 12 Managed Services, and 11 Product Support, with only 7 in System Development and 6 in Quality Development. Multiple Sales Manager - Data Platforms openings and a Service Manager - HealthCare role indicate the healthcare-data platform is being sold as a managed offering rather than self-serve software. This is a useful counterpoint to the AI-native hiring pattern: established enterprise data companies are scaling distribution, not just engineering.
Cresta
Cresta posted 121 roles with the cleanest go-to-market signal of the AI agent cohort: 50 Engineering, 27 Sales, 16 Marketing, 11 Customer Success. Sales hiring is geographically distributed (Strategic Sales Director openings in West, East, EMEA, and Australia) and the appearance of a Sr. Director, Product Marketing - Cresta Agents alongside a Field Technology Director / CTO for Strategic Industries indicates the company is building both a sales-led motion and an enterprise solutions function in parallel.
Commure
Commure's 89-role debut combines healthcare AI engineering with a heavy enterprise sales build, including a Chief of Staff, Director of Sales Enablement Enterprise, and Staff Technical Product Manager. Together with Garner Health's 57 new roles, AI-Health emerged as a meaningful category this week despite having posted only 23 roles the prior week. Watch whether breadth widens beyond these two companies in coming weeks before treating it as a durable category.
Notable Roles
Names a specific vessel platform (Marauder) being commissioned. The role signals that Saronic is moving from prototype to production fleet and needs senior engineers to own vessel hand-off to mission operations.
Senior autonomy roles in defense maritime are scarce. San Diego location places this near naval customers -- a useful tell for where defense-AI engineering is geographically clustering.
EHS leadership at the VP level signals manufacturing-scale operations, not a software startup. Often a leading indicator of large-facility expansion.
Building a software ecosystem around RISC-V is a multi-year bet against the x86 / ARM duopoly. This director role will own that strategic effort -- one of the most consequential ecosystem hires outside the major foundries.
ISV partnerships at a chip company is a tell that early adopters are real and need joint-engineering work. Pairs with the Director of Customer Engineering opening to define Tenstorrent's commercial motion.
Etched is building a transformer-specific ASIC. A Head of SoC Architecture hire defines the next chip generation -- one of the highest-leverage engineering roles in the AI hardware space.
Etched hiring a Head of Supercomputing implies the chip is close enough to volume that they need someone to own large-scale deployment infrastructure.
Chief of Staff at an AI-Health company that just appeared with 89 roles signals founder bandwidth has run out -- often a sign the company is past Series B and operating at meaningful scale.
Channel partnerships at the VP level in EMEA is an early indicator that Cresta is layering an indirect-sales motion on top of direct sales -- usually a Series C+ move for AI agent companies.
Product marketing leadership specifically for the Agents product line indicates Cresta is positioning its agentic offering as a distinct SKU rather than a feature -- the same productization pattern Anthropic and OpenAI have followed.
Director-level PM for AI Trading at a top CEX. Crypto exchanges are now treating AI as a product surface (algorithmic execution, agentic strategies) rather than infrastructure -- a noteworthy crossover.
Department Breakdown
Engineering and the catch-all Other group drove most of this week's volume; Legal and Data both contracted sharply after surging the prior week.
Category Breakdown
AI categories dominated growth across the board. AI Application nearly doubled, AI Compute and AI Robotics each grew over 75%, while Data tripled. Fintech collapsed as last week's posting batches normalized.
Geographic Distribution
San Francisco continued to lead with 331 new roles, but Austin's 219-role count -- driven almost entirely by Saronic's HQ presence -- pushed it past New York (170) for the second straight week. Dublin appears prominently thanks to HubSpot's Ireland office hiring.
Top Locations (New Roles)
Remote Stats
Skills by Department
TradFi Bridge Report
TradFi crypto hiring stayed steady at roughly 30 new roles across three banks plus several fintechs, dominated by JPMorgan's continued Kinexys / Digital Assets push. Mastercard added 9 new roles tied to crypto and on-chain payments, the largest single-week count for the company in the dataset.
JPMorgan Chase
tradfiContinued Kinexys / Digital Assets and Blockchain Solutions push: 4 Software Engineering blockchain roles split between Jersey City, NYC, and Singapore, plus a VP-level Strategy & Partnerships role. Pattern is consistent with last week's 34-role surge -- JPMorgan is sustaining a mid-double-digit weekly cadence on its on-chain build.
Mastercard
tradfiMastercard's 9 new roles this week is its largest single-week count in the dataset. Worth watching whether this becomes a sustained cadence or a one-off batch.
Morgan Stanley
tradfiMaintains a steady mid-single-digit weekly hiring rate. Total active count at 34 suggests a small but persistent crypto-adjacent team build rather than a major push.
Robinhood
fintechIncludes a Chief Compliance Officer, Money role -- the most senior compliance hire in the dataset this week. Indicates Robinhood is treating its money-transmission and crypto compliance as a top-of-house function.
Block
fintechSmall but steady presence; not enough volume to draw a directional read this week.
Fidelity
tradfiMinimal activity. Worth watching whether the count grows back toward the levels seen earlier in the year.
Market Outlook
The simultaneous debut of three vertically integrated hardware-AI companies -- Saronic in defense maritime, Tenstorrent in custom AI silicon, and Etched in transformer ASICs -- alongside the InterSystems data-platform entry suggests the next phase of AI hiring is about owning physical infrastructure rather than purely model and application work. Expect AI Compute, AI Robotics, and Data categories to consolidate the next 4-6 weeks of growth, with hardware-software integration roles (perception, ASIC, RISC-V ecosystem, supercomputing) becoming the highest-leverage skill set. AI Application companies will continue layering sales and customer-success hiring on top of engineering builds, validating the pattern Cresta and Decagon showed this week. For job seekers, the window for senior systems and hardware-software roles is unusually open right now.
Areas to Watch
Defense AI Hiring Cadence
mediumSaronic's 255-role debut is a single-week event. Watch whether it sustains 50+ new roles per week and whether peer companies (Anduril, Shield AI) match the pace -- that would indicate a defense-AI hiring cycle rather than a one-time backlog flush.
Custom Silicon Talent Race
mediumTenstorrent and Etched both posted 90+ roles in their debut week, with overlapping ASIC and software needs. If both sustain hiring against a finite pool of senior chip engineers, expect compensation pressure and, eventually, public roles at competing entrants.
AI-Health Category Durability
lowCommure and Garner Health drove almost all of the 483% AI-Health surge. Need 2-3 weeks of breadth confirmation -- additional AI-Health companies posting 20+ roles -- before treating this as a structural category rather than a two-company event.
AI Agent Companies Building Channel Programs
mediumCresta's VP of Partnerships EMEA and Director of Partner Marketing, paired with Decagon's Deployment Strategist hires, suggest AI agent companies are graduating from direct sales into channel and implementation partner motions. If Anthropic, Sierra, or Adept follow, this is the GTM phase shift for the category.
Fintech Posting Cadence Reset
highAfter last week's flag on new-entrant volatility, this week confirmed it: Airwallex 567 -> 24 and Rippling 376 -> 40. Future weeks should treat any single-company spike of 200+ roles as backlog rather than trend until there is a second-week confirmation.
Last week (April 12) flagged 'New-Entrant Volatility Patterns' as an area to watch. This week's Airwallex and Rippling reversion confirmed the pattern -- treat as established.