Product, Data, and Support Outpace the 33% Posting Rebound
Product, Data, and Support all outpaced the 33.1% posting rebound, pointing to stronger deployment, analytics, and customer-operations hiring.
Role Mix Broadens
This week's stronger signal is not the arrival of newly indexed boards, but the way role mix broadened across companies already tracked by ClawJobs. Total new postings rose 33.1% to 7,577, while Product rose 60.2% to 394 roles, Data more than doubled to 158, and Support rose 79.4% to 113. That points to teams moving beyond pure buildout into deployment, analytics, customer operations, and product packaging.
- --Product roles up 60.2%
- --Data roles up 110.7%
- --Support roles up 79.4%
Established Boards Refresh
Established-company posting activity stayed strong. Alphabet added 753 roles, IBM 543, Anduril 198, Microsoft 164, AMD 156, Micron 147, TikTok 124, and SpaceX 93 while each already had a substantial active board. That makes the rebound more useful for readers than the new-source counts alone: the active market is still being refreshed by large existing employers.
- --Alphabet added 753 roles
- --IBM added 543 roles
- --Anduril added 198 roles
Functions Broadening
The rebound is broad enough to matter beyond engineering. Total new postings rose 33.1% to 7,577, while Engineering increased 41.6% to 2,761 roles. But Data more than doubled to 158 roles, Support rose 79.4% to 113, and Product rose 60.2% to 394, suggesting teams are moving from pure buildout into deployment, analytics, customer operations, and product packaging.
- --Data roles up 110.7%
- --Support roles up 79.4%
- --Product roles up 60.2%
Skill Mix
Python remains the most visible implementation skill with 1,483 weekly job mentions, but the systems profile is also stronger than a pure web-app market. C++ appeared in 585 jobs, Kubernetes in 474, Rust in 132, and Go in 128. For job seekers, the practical signal is a split market: applied AI and data roles still reward Python and SQL, while autonomy, security, and infrastructure teams keep demand high for lower-level and deployment-oriented stacks.
- --Python: 1,483 jobs
- --C++: 585 jobs
- --Kubernetes: 474 jobs
Key Themes
Market Snapshot
Hiring Signals
Product, Data, and Support outpace the rebound
highThe strongest signal is the role-mix shift rather than category movement inflated by newly indexed boards. Product, Data, and Support all grew faster than the overall posting rebound, suggesting more hiring around deployment, analytics, customer operations, and product packaging.
Security hiring jumps to 635 roles
highSecurity moved from 183 to 635 new roles, making it the largest high-growth named category outside Other. Axon's 447-role cohort is the main driver, with role titles spanning enterprise applications, site reliability, customer success, support, wireless software, and public-safety integrations.
AI Robotics expands from 141 to 438 roles
highAI Robotics is back in the foreground after recent hardware and megacap issues. Applied Intuition's 244 new roles account for much of the shift, with hiring across vehicle OS, autonomy tooling, simulation, government, talent, legal operations, and trade compliance.
Data, Support, and Product outpace the overall rebound
mediumThe market rose 33.1% overall, but Data, Support, and Product grew much faster. That mix points to deployment, analytics, customer operations, and packaging work becoming more visible alongside core engineering demand.
Company Spotlights
Microsoft Corporation
Microsoft Corporation added 164 roles on top of an already large active board, making it a better spotlight for sustained hiring than a newly onboarded source. The new roles span Copilot API engineering, enterprise partner strategy, sales leadership, and datacenter design, which fits the week's deployment, data, and product-packaging theme.
Cursor
Cursor added 48 roles while already carrying 178 active roles from before the week. The mix leans toward strategic partnerships, forward-deployed engineering, recruiting, and customer-facing technical work, suggesting commercialization and enterprise adoption are still expanding around the core developer product.
Datadog
Datadog added 35 roles to an established 437-role active board, keeping the data and observability layer visible without relying on a new-company spike. Its new postings include product management for agent integrations, partner programs, pricing strategy, and GTM finance, pointing to packaging and ecosystem work around infrastructure monitoring.
Mobileye
Mobileye added 23 roles while already maintaining 115 active roles from earlier, giving the robotics section an established-company counterweight to the Applied Intuition signal. The roles cover robot compute, humanoid actuation, robotics architecture, and map-development program management, which keeps autonomy and embodied systems hiring in view beyond one newly refreshed board.
Notable Roles
D-Matrix is hiring a senior staff researcher focused on LLM algorithmic optimization, a direct signal for specialized AI compute work beyond general model application roles.
Parallel's retrieval and indexing role is a concrete infrastructure posting tied to search quality and data access, matching the week's stronger Data and Product signal.
Gorgias is hiring a staff product manager for AI Journey, a product leadership role that fits the broader move from core engineering into packaging and deployment.
Rubrik's identity resilience product role is a security product-management signal rather than a generic security headcount increase, making it relevant without relying on newly indexed Security boards.
Form Energy's senior staff manufacturing role shows climate hardware hiring at the production-scaling layer, a different signal from software-only AI and crypto roles.
Fastly's edge protocols role is a senior infrastructure posting around low-level delivery systems, useful for readers tracking deployment-heavy engineering demand.
Commure's growth director role brings health-tech GTM into the notable list and aligns with the week's broader Product and Support expansion.
Circle's agentic commerce GTM role keeps one crypto-adjacent role in the mix, but the reason is cross-sector: stablecoin infrastructure meeting AI-driven commerce workflows.
Department Breakdown
New postings rose 33.1% overall, with Engineering still the largest group but not the only growth story. Data, Support, and Product all outpaced the market, reinforcing the deployment and customer-operations theme.
Category Breakdown
The category table includes some large newly indexed boards, so category jumps should be read carefully. After discounting those additions, the more durable signal is the broader role mix across Product, Data, Support, and established-company posting activity.
Geographic Distribution
San Francisco led named locations with 221 new-role labels, followed by Remote at 213 and United States at 157. Remote roles represented 14.8% of new postings this week, above the 10.0% remote share across all active jobs.
Top Locations (New Roles)
Remote Stats
Skills by Department
Market Outlook
The next few weeks should show whether the shift toward deployment-heavy functions is durable. Product rose to 394 roles, Data to 158, and Support to 113 while total postings rebounded 33.1%, which points to more work around packaging, analytics, customer operations, and implementation rather than only core engineering expansion. Some category jumps this week are affected by newly indexed boards, so the cleaner signal is the function mix and the continued refresh from established employers such as Alphabet, IBM, Anduril, Microsoft, AMD, Micron, TikTok, and SpaceX. Job seekers with product deployment, data infrastructure, support engineering, and customer-facing technical backgrounds should watch whether those functions keep outpacing the market.
Areas to Watch
Security as the New Lead Category
mediumSecurity rose from 183 to 635 roles, led by Axon's 447-role cohort and supported by senior roles at Rubrik and Abnormal Security. The next issue should show whether this is a durable category reset or a large one-week source addition.
Prior newsletters focused on legal resilience and CEX risk; this week the controls story broadened into security operations and public-safety technology.
Autonomy and Vehicle OS Hiring
mediumAI Robotics rose 210.6% to 438 roles, with Applied Intuition adding 244 roles across vehicle OS, autonomy tools, simulation, government, and compliance. That breadth is more convincing than a narrow engineering spike.
The May 15 issue flagged autonomy fleet production; this week confirms a related but more software-defined autonomy hiring wave.
Data and Product Deployment Functions
highData roles rose 110.7% to 158 and Product rose 60.2% to 394, both outpacing the overall 33.1% rebound. This suggests hiring is moving toward measurement, integration, and packaging around AI and security products.
Previous issues repeatedly saw Python and SQL leading skills demand; this week the department mix gives that skill pattern a stronger organizational signal.
Remote Share Compression
mediumOnly 1,124 of 7,577 new roles were remote, or 14.8%, while the top location table is led by San Francisco, Sunnyvale, Long Beach, Singapore, New York, Costa Mesa, and London. Physical operations and field-heavy categories may keep remote share under pressure.
Institutional Crypto Roles Below the Main Wave
lowThe dedicated TradFi hiring feed was empty this week, but senior crypto roles remain visible at Circle, Aave Horizon RWA, OKX, Bybit, and Alpaca. The institutional story is narrower than the security and robotics wave but still present in senior role selection.
Prior newsletters watched CEX and institutional finance cadence; this week keeps that thread as a secondary watch item rather than the lead.