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Metix AI
Report Series

Report Series

Company talent maps for TA and recruiting teams: how many people a company maps in a given role, how that compares with its peers, and how many jobs it has open. Each report is one peer set on one methodology.

115 series reports

Career families · Methodology · Talent-map method

Work email, name and company.
director of engineering peer pack · five company records · 2026

Five Director of Engineering benches on one date: inside the 681-profile peer pack

Salesforce holds 173 current Director of Engineerings vs Oracle 163, in a five-company pack of 681 as of 2026-10-15 PT. Cisco and Adobe follow. For TA leaders.
681pack total
173Salesforce
Director of Engineering hiring · talent flow · custom peer packs · 2026-10-15View report →
HubSpot · one-company shelf

HubSpot seat shelf

HubSpot has 10599 people current as of 2026-10-15 PT, and its largest titled seat is Account Executive at 1548. Software Engineer is next. For VC diligence.
VC diligence · one-company shelf · seat check · 2026-10-15View report →
Talent flow · feeder list

IBM into Palo Alto Networks

IBM to Palo Alto Networks: 658 people on the wire, Palo Alto Networks bench 18339, as of 2026-10-15 PT. CrowdStrike (283) is the next wire. For recruiters.
Recruiters · talent flow · feeder lists · 2026-10-15View report →
machine learning engineering peer pack · five company records · 2026

Five Machine Learning Engineer benches on one date: inside the 515-profile peer pack

PayPal holds 236 current Machine Learning Engineers vs Block 101, in a five-company pack of 515 as of 2026-10-15 PT. Stripe and Affirm follow. For recruiters.
515pack total
236PayPal
Machine Learning Engineer hiring · talent flow · custom peer packs · 2026-10-15View report →
Systems Engineer · employed per open role

Systems Engineer: employed per open role

Cisco has 938 employed Systems Engineers against 11 open roles (85.3×), the top ratio of five hosts as of 2026-10-15 PT. Microsoft is next. For TA leaders.
Systems Engineer hiring · employed vs open · custom lists · 2026-10-15View report →
account executive peer pack · five company records · 2026

Five Account Executive benches on one date: inside the 1699-profile peer pack

Zscaler holds 449 current Account Executives vs CrowdStrike 422, in a five-company pack of 1699 as of 2026-10-14 PT. Rapid7 closes the tail. For recruiters.
1699pack total
449Zscaler
Account Executive hiring · talent flow · custom peer packs · 2026-10-14View report →
solutions consulting peer pack · five company records · 2026

Five Solutions Consultant benches on one date: inside the 1143-profile peer pack

Adobe holds 445 current Solutions Consultants vs ServiceNow 234, in a five-company pack of 1143 as of 2026-10-14 PT. Oracle and IBM follow. For TA leaders.
1143pack total
445Adobe
Solutions Consultant hiring · talent flow · custom peer packs · 2026-10-14View report →
Support Engineer · employed per open role

Support Engineer: employed per open role

Microsoft has 5295 employed Support Engineers against 19 open roles (278.7×), the top ratio of five hosts as of 2026-10-14 PT. Oracle is next. For TA leaders.
Support Engineer hiring · employed vs open · custom lists · 2026-10-14View report →
Talent flow · feeder list

Tesla into SpaceX

508 people now at SpaceX previously worked at Tesla, out of the SpaceX bench of 14885 as of 2026-10-14 PT. Anduril (154) is the next wire. Built for recruiters.
Recruiters · talent flow · feeder lists · 2026-10-14View report →
Waymo · one-company shelf

Waymo seat shelf

Waymo has 3356 people current as of 2026-10-14 PT; the largest titled seat is Software Engineer at 1107. Machine Learning Engineer is next. For VC diligence.
VC diligence · one-company shelf · seat check · 2026-10-14View report →
Talent flow · feeder list

Amazon into NVIDIA

1087 people now at NVIDIA previously worked at Amazon, out of the NVIDIA bench of 39150 as of 2026-10-13 PT. CoreWeave (194) is the next wire. For recruiters.
Recruiters · talent flow · feeder lists · 2026-10-13View report →
Coinbase · one-company shelf

Coinbase seat shelf

Coinbase has 6396 people current as of 2026-10-13 PT, and its largest titled seat is Software Engineer at 1370. Product Manager (163) is next. For VC diligence.
VC diligence · one-company shelf · seat check · 2026-10-13View report →
Hardware Engineer · employed per open role

Hardware Engineer: employed per open role

Microsoft has 493 employed Hardware Engineers against 7 open roles (70.4×), the top ratio of five hosts as of 2026-10-13 PT. NVIDIA is next. For TA leaders.
Hardware Engineer hiring · employed vs open · custom lists · 2026-10-13View report →
product management peer pack · five company records · 2026

Five Product Manager benches on one date: inside the 863-profile peer pack

Atlassian holds 412 current Product Managers vs Datadog 164, in a five-company pack of 863 as of 2026-10-13 PT. Twilio and MongoDB follow. Built for recruiters.
863pack total
412Atlassian
Product Manager hiring · talent flow · custom peer packs · 2026-10-13View report →
security architecture peer pack · five company records · 2026

Five Security Architect benches on one date: inside the 679-profile peer pack

IBM holds 339 current Security Architects against Cisco at 128, inside a five-company peer pack of 679 as of 2026-10-13 PT. SAP closes the tail. For TA leaders.
679pack total
339IBM
Security Architect hiring · talent flow · custom peer packs · 2026-10-13View report →
CrowdStrike · one-company shelf

CrowdStrike seat shelf

CrowdStrike has 9362 people current as of 2026-10-12 PT, and its largest titled seat is Software Engineer at 774. Engineering Manager is next. For VC diligence.
VC diligence · one-company shelf · seat check · 2026-10-12View report →
database administrator peer pack · five company records · 2026

Five Database Administrator benches on one date: inside the 3555-profile peer pack

IBM holds 2136 current Database Administrators vs Oracle 1174, in a five-company pack of 3555 as of 2026-10-12 PT. SAP and Cisco follow. Built for TA leaders.
3555pack total
2136IBM
Database Administrator hiring · talent flow · custom peer packs · 2026-10-12View report →
Talent flow · feeder list

Oracle into MongoDB

329 people now at MongoDB previously worked at Oracle, out of the MongoDB bench of 6313 as of 2026-10-12 PT. Datadog (267) is the next wire. For recruiters.
Recruiters · talent flow · feeder lists · 2026-10-12View report →
research engineering peer pack · five company records · 2026

Five Research Engineer benches on one date: inside the 635-profile peer pack

Meta holds 440 current Research Engineers vs NVIDIA 91, in a five-company pack of 635 as of 2026-10-12 PT. OpenAI and Scale AI follow. Built for recruiters.
635pack total
440Meta
Research Engineer hiring · talent flow · custom peer packs · 2026-10-12View report →
Software Engineer · employed per open role

Software Engineer: employed per open role

Amazon: 68793 employed Software Engineers vs 121 open roles (568.5×), top of five hosts as of 2026-10-12 PT. Microsoft is next at 199.5×. Built for TA leaders.
Software Engineer hiring · employed vs open · custom lists · 2026-10-12View report →
data science peer pack · five company records · 2026

Five Data Scientist benches on one date: inside the 839-profile peer pack

PayPal holds 561 current Data Scientists vs Stripe 99, in a five-company pack of 839 as of 2026-10-08 PT. Coinbase and Block follow. Built for recruiters.
839pack total
561PayPal
Data Scientist hiring · talent flow · custom peer packs · 2026-10-08View report →
Designer · employed per open role

Designer: employed per open role

Amazon holds 6534 employed Designers and 121 open roles as of 2026-10-08 PT. Meta follows at 2832 employed and 35 open. For TA leaders comparing benches.
Designer hiring · employed vs open · custom lists · 2026-10-08View report →
Talent flow · feeder list

Google into Waymo

800 people now at Waymo previously worked at Google, out of the Waymo bench of 3356 as of 2026-10-08 PT. Zoox and Aurora are the next wires. For recruiters.
Recruiters · talent flow · feeder lists · 2026-10-08View report →
Palantir · one-company shelf

Palantir seat shelf

Palantir has 4665 people current as of 2026-10-08 PT, and its largest titled seat is Software Engineer at 1122. Designer (37) is next. Built for VC diligence.
VC diligence · one-company shelf · seat check · 2026-10-08View report →
technical writing peer pack · five company records · 2026

Five Technical Writer benches on one date: inside the 1207-profile peer pack

Oracle holds 358 current Technical Writers vs Salesforce 280, in a five-company pack of 1207 as of 2026-10-08 PT. Cisco and ServiceNow follow. For TA leaders.
1207pack total
358Oracle
Technical Writer hiring · talent flow · custom peer packs · 2026-10-08View report →
Atlassian · one-company shelf

Atlassian seat shelf

Atlassian has 17909 people current as of 2026-10-07 PT, and its largest titled seat is Software Engineer at 4809. Designer (493) is next. For VC diligence.
VC diligence · one-company shelf · seat check · 2026-10-07View report →
Talent flow · feeder list

Cisco into Palo Alto Networks

Cisco to Palo Alto Networks: 1687 people on the wire, Palo Alto Networks bench 18339, as of 2026-10-07 PT. Zscaler (567) is the next wire. Built for recruiters.
Recruiters · talent flow · feeder lists · 2026-10-07View report →
program management peer pack · five company records · 2026

Five Program Manager benches on one date: inside the 9254-profile peer pack

IBM holds 2989 current Program Managers vs Oracle 2569, in a five-company pack of 9254 as of 2026-10-07 PT. Cisco and Adobe follow. Built for TA leaders.
9254pack total
2989IBM
Program Manager hiring · talent flow · custom peer packs · 2026-10-07View report →
Research Scientist · employed per open role

Research Scientist: employed per open role

Amazon has 718 employed Research Scientists against 12 open roles (59.8×), the top ratio of three hosts as of 2026-10-07 PT. Meta is next. Built for TA leaders.
Research Scientist hiring · employed vs open · custom lists · 2026-10-07View report →
sales engineering peer pack · five company records · 2026

Five Sales Engineer benches on one date: inside the 1011-profile peer pack

CrowdStrike holds 373 current Sales Engineers vs Zscaler 361, in a five-company pack of 1011 as of 2026-10-07 PT. SentinelOne closes the tail. For recruiters.
1011pack total
373CrowdStrike
Sales Engineer hiring · talent flow · custom peer packs · 2026-10-07View report →
Figma · one-company shelf

Figma seat shelf

Figma has 3322 people current as of 2026-10-06 PT, and its largest titled seat is Software Engineer at 505. Designer (474) is next. Built for VC diligence.
VC diligence · one-company shelf · seat check · 2026-10-06View report →
Talent flow · feeder list

Goldman Sachs into Coinbase

143 people now at Coinbase came from Goldman Sachs, out of the Coinbase bench of 6396 as of 2026-10-06 PT. Robinhood (60) is the next wire. For recruiters.
Recruiters · talent flow · feeder lists · 2026-10-06View report →
machine learning engineering peer pack · five company records · 2026

Five Machine Learning Engineer benches on one date: inside the 505-profile peer pack

505 autonomy Machine Learning Engineers: NVIDIA 201 and Tesla 143 hold 344; robotaxi Waymo, Motional, Zoox add 161. For AV recruiters. As of 2026-10-06 PT.
505pack total
201NVIDIA
Machine Learning Engineer hiring · talent flow · custom peer packs · 2026-10-06View report →
software architecture peer pack · five company records · 2026

Five Software Architect benches on one date: inside the 1351-profile peer pack

IBM holds 513 current Software Architects vs SAP 248, in a five-company pack of 1351 as of 2026-10-06 PT. Oracle, NVIDIA and Cisco round it out. For TA leaders.
1351pack total
513IBM
Software Architect hiring · talent flow · custom peer packs · 2026-10-06View report →
Solutions Architect · employed per open role

Solutions Architect: employed per open role

Amazon: 7193 employed Solutions Architects vs 54 open roles (133.2×), top of five hosts as of 2026-10-06 PT. Snowflake is next at 40.2×. Built for TA leaders.
Solutions Architect hiring · employed vs open · custom lists · 2026-10-06View report →
account executive peer pack · five company records · 2026

Five Account Executive benches on one date: inside the 4539-profile peer pack

Databricks holds 1403 current Account Executives vs Datadog 1137, in a five-company pack of 4539 as of 2026-10-05 PT. Elastic closes the tail. For recruiters.
4539pack total
1403Databricks
Account Executive hiring · talent flow · custom peer packs · 2026-10-05View report →
Talent flow · feeder list

Northrop Grumman into Anduril

522 people now at Anduril previously worked at Northrop Grumman, out of the Anduril bench of 6380 as of 2026-10-05 PT. SpaceX is the next wire. For recruiters.
Recruiters · talent flow · feeder lists · 2026-10-05View report →
QA engineering peer pack · five company records · 2026

Five QA Engineer benches on one date: inside the 4980-profile peer pack

IBM holds 1928 current QA Engineers against Oracle at 1455, inside a five-company peer pack of 4980 as of 2026-10-05 PT. SAP closes the tail. For TA leaders.
4980pack total
1928IBM
QA Engineer hiring · talent flow · custom peer packs · 2026-10-05View report →
Rippling · one-company shelf

Rippling seat shelf

Rippling has 5606 people current as of 2026-10-05 PT, and its largest titled seat is Software Engineer at 874. Account Executive is next. For VC diligence.
VC diligence · one-company shelf · seat check · 2026-10-05View report →
Technical Program Manager · employed per open role

Technical Program Manager: employed per open role

Microsoft: 2574 employed Technical Program Managers vs 37 open roles (69.6×), top of five hosts as of 2026-10-05 PT. Meta is next at 34.1×. For TA leaders.
Technical Program Manager hiring · employed vs open · custom lists · 2026-10-05View report →
analytics engineering peer pack · five company records · 2026

Five Analytics Engineer benches on one date: inside the 251-profile peer pack

Netflix holds 119 current Analytics Engineers vs Airbnb 44, in a five-company pack of 251 as of 2026-10-02 PT. Amazon and Microsoft follow. For TA leaders.
251pack total
119Netflix
Analytics Engineer hiring · talent flow · custom peer packs · 2026-10-02View report →
Data Scientist · employed per open role

Data Scientist: employed per open role

Microsoft has 1667 employed Data Scientists against 16 open roles (104.2×), the top ratio of five hosts as of 2026-10-02 PT. Meta is next. Built for TA leaders.
Data Scientist hiring · employed vs open · custom lists · 2026-10-02View report →
implementation engineering peer pack · five company records · 2026

Five Implementation Engineer benches on one date: inside the 241-profile peer pack

Google holds 161 current Implementation Engineers vs Meta 26, in a five-company pack of 241 as of 2026-10-02 PT. Oracle and ServiceNow follow. For recruiters.
241pack total
161Google
Implementation Engineer hiring · talent flow · custom peer packs · 2026-10-02View report →
Snowflake · one-company shelf

Snowflake seat shelf

Snowflake has 9579 people current as of 2026-10-02 PT, and its largest titled seat is Software Engineer at 1675. Sales Engineer (328) is next. For VC diligence.
VC diligence · one-company shelf · seat check · 2026-10-02View report →
Talent flow · feeder list

Uber into Stripe

206 people now at Stripe previously worked at Uber, out of the Stripe bench of 11452 as of 2026-10-02 PT. Databricks (154) is the next wire. For recruiters.
Recruiters · talent flow · feeder lists · 2026-10-02View report →
Talent flow · feeder list

Apple into OpenAI

431 people now at OpenAI previously worked at Apple, out of the OpenAI bench of 7242 as of 2026-10-01 PT. Anthropic and xAI are the next wires. For recruiters.
Recruiters · talent flow · feeder lists · 2026-10-01View report →
Databricks · one-company shelf

Databricks seat shelf

Databricks has 11373 people current as of 2026-10-01 PT; the largest titled seat is Software Engineer at 1985. Solutions Architect is next. For VC diligence.
VC diligence · one-company shelf · seat check · 2026-10-01View report →
infrastructure engineering peer pack · five company records · 2026

Five Infrastructure Engineer benches on one date: inside the 438-profile peer pack

NVIDIA holds 113 current Infrastructure Engineers vs Amazon 100, in a five-company pack of 438 as of 2026-10-01 PT. Google and LinkedIn follow. For TA leaders.
438pack total
113NVIDIA
Infrastructure Engineer hiring · talent flow · custom peer packs · 2026-10-01View report →
principal engineering peer pack · five company records · 2026

Five Principal Engineer benches on one date: inside the 2172-profile peer pack

Amazon holds 844 current Principal Engineers vs Oracle 682, in a five-company pack of 2172 as of 2026-10-01 PT. Microsoft and Google follow. For recruiters.
2172pack total
844Amazon
Principal Engineer hiring · talent flow · custom peer packs · 2026-10-01View report →
Security Engineer · employed per open role

Security Engineer: employed per open role

Microsoft has 621 employed Security Engineers against 9 open roles (69.0×), the top ratio of five hosts as of 2026-10-01 PT. Amazon is next. For TA leaders.
Security Engineer hiring · employed vs open · custom lists · 2026-10-01View report →
Engineering Manager · employed per open role

Engineering Manager: employed per open role

Meta has 3196 employed Engineering Managers against 8 open roles (399.5×), the top ratio of five hosts as of 2026-09-30 PT. Microsoft is next. For TA leaders.
Engineering Manager hiring · employed vs open · custom lists · 2026-09-30View report →
full-stack engineering peer pack · five company records · 2026

Five Full Stack Engineer benches on one date: inside the 1557-profile peer pack

Google holds 392 current Full Stack Engineers vs Amazon 386, in a five-company pack of 1557 as of 2026-09-30 PT. Microsoft and Apple follow. For recruiters.
1557pack total
392Google
Full Stack Engineer hiring · talent flow · custom peer packs · 2026-09-30View report →
Talent flow · feeder list

Microsoft into Databricks

873 people now at Databricks came from Microsoft, out of the Databricks bench of 11373 as of 2026-09-30 PT. Snowflake (625) is the next wire. For recruiters.
Recruiters · talent flow · feeder lists · 2026-09-30View report →
staff engineering peer pack · five company records · 2026

Five Staff Engineer benches on one date: inside the 690-profile peer pack

Google holds 205 current Staff Engineers against IBM at 149, inside a five-company peer pack of 690 as of 2026-09-30 PT. Meta closes the tail. For TA leaders.
690pack total
205Google
Staff Engineer hiring · talent flow · custom peer packs · 2026-09-30View report →
Stripe · one-company shelf

Stripe seat shelf

Stripe has 11452 people current as of 2026-09-30 PT, and its largest titled seat is Software Engineer at 2770. Engineering Manager is next. For VC diligence.
VC diligence · one-company shelf · seat check · 2026-09-30View report →
Talent flow · feeder list

Amazon into Databricks

1379 people now at Databricks previously worked at Amazon, out of the Databricks bench of 11373 as of 2026-09-29 PT. Stripe is the next wire. For recruiters.
Recruiters · talent flow · feeder lists · 2026-09-29View report →
application security peer pack · five company records · 2026

Five Application Security Engineer benches on one date: inside the 236-profile peer pack

Amazon 117 vs Salesforce 54 current Application Security Engineers; five-company pack 236, 2026-09-29 PT. Adobe, Okta and Meta round it out. For TA leaders.
236pack total
117Amazon
Application Security Engineer hiring · talent flow · custom peer packs · 2026-09-29View report →
mobile engineering peer pack · five company records · 2026

Five Mobile Engineer benches on one date: inside the 368-profile peer pack

Microsoft holds 161 current Mobile Engineers vs Amazon 91, in a five-company pack of 368 as of 2026-09-29 PT. LinkedIn and Meta follow. Built for recruiters.
368pack total
161Microsoft
Mobile Engineer hiring · talent flow · custom peer packs · 2026-09-29View report →
NVIDIA · one-company shelf

NVIDIA seat shelf

NVIDIA has 39150 people current as of 2026-09-29 PT, and its largest titled seat is Software Engineer at 6875. Research Scientist is next. For VC diligence.
VC diligence · one-company shelf · seat check · 2026-09-29View report →
Product Manager · employed per open role

Product Manager: employed per open role

Meta has 2657 employed Product Managers against 62 open roles (42.9×), the top ratio of five hosts as of 2026-09-29 PT. Airbnb is next. Built for TA leaders.
Product Manager hiring · employed vs open · custom lists · 2026-09-29View report →
Talent flow · feeder list

Meta into Stripe

476 people now at Stripe previously worked at Meta, out of the Stripe bench of 11452 as of 2026-09-28 PT. Databricks (341) is the next wire. For recruiters.
Recruiters · talent flow · feeder lists · 2026-09-28View report →
OpenAI · one-company shelf

OpenAI seat shelf

OpenAI has 7242 people current as of 2026-09-28 PT, and its largest titled seat is Member of Technical Staff at 1973. Product Manager is next. For VC diligence.
VC diligence · one-company shelf · seat check · 2026-09-28View report →
platform engineering peer pack · five company records · 2026

Five Platform Engineer benches on one date: inside the 135-profile peer pack

Microsoft holds 42 current Platform Engineers vs NVIDIA 29, in a five-company pack of 135 as of 2026-09-28 PT. Meta and Stripe follow. Built for recruiters.
135pack total
42Microsoft
Platform Engineer hiring · talent flow · custom peer packs · 2026-09-28View report →
Site Reliability Engineer · employed per open role

Site Reliability Engineer: employed per open role

Amazon: 62 employed Site Reliability Engineers vs 2 open roles (31.0×), top of five hosts as of 2026-09-28 PT. Google is the deepest bench. For TA leaders.
Site Reliability Engineer hiring · employed vs open · custom lists · 2026-09-28View report →
support engineering peer pack · five company records · 2026

Five Support Engineer benches on one date: inside the 564-profile peer pack

Twilio holds 252 current Support Engineers vs Datadog 176, in a five-company pack of 564 as of 2026-09-28 PT. Cloudflare and MongoDB follow. For TA leaders.
564pack total
252Twilio
Support Engineer hiring · talent flow · custom peer packs · 2026-09-28View report →
Anthropic · one-company shelf

Anthropic seat shelf

Anthropic on 2026-09-25 PT: 3527 current, largest titled seat Member of Technical Staff 1085. Software Engineer and Product Manager follow. For VC diligence.
VC diligence · one-company shelf · seat check · 2026-09-25View report →
data analyst peer pack · five company records · 2026

Five Data Analyst benches on one date: inside the 5338-profile peer pack

Amazon holds 2910 current Data Analysts vs Google 1413, in a five-company pack of 5338 as of 2026-09-25 PT. Meta, Uber and Airbnb round it out. For recruiters.
5338pack total
2910Amazon
Data Analyst hiring · talent flow · custom peer packs · 2026-09-25View report →
Talent flow · feeder list

Google into OpenAI

1156 people now at OpenAI previously worked at Google, out of the OpenAI bench of 7242 as of 2026-09-25 PT. Anthropic (550) is the next wire. For recruiters.
Recruiters · talent flow · feeder lists · 2026-09-25View report →
Machine Learning Engineer · employed per open role

Machine Learning Engineer: employed per open role

Meta maps 1939 employed ML Engineers against 4 open (484.8×); Google open not captured.
Machine Learning Engineer hiring · employed vs open · custom lists · 2026-09-25View report →
technical recruiter peer pack · five company records · 2026

Five Technical Recruiter benches on one date: inside the 2650-profile peer pack

Amazon holds 1132 current Technical Recruiters vs Google 567, in a five-company pack of 2650 as of 2026-09-25 PT. Meta and Microsoft follow. For TA leaders.
2650pack total
1132Amazon
Technical Recruiter hiring · talent flow · custom peer packs · 2026-09-25View report →
backend engineering peer pack · five company records · 2026

Five Backend Engineer benches on one date: inside the 205-profile peer pack

LinkedIn holds 88 current Backend Engineers vs Shopify 49, in a five-company pack of 205 as of 2026-09-24 PT. Uber, Meta and Stripe round it out. For TA teams.
205pack total
88LinkedIn
Backend Engineer hiring · talent flow · custom peer packs · 2026-09-24View report →
customer engineering peer pack · five company records · 2026

Five Customer Engineer benches on one date: inside the 2672-profile peer pack

Google holds 1884 current Customer Engineers vs Microsoft 622, in a five-company pack of 2672 as of 2026-09-24 PT. IBM and Qualcomm follow. For TA teams.
2672pack total
1884Google
Customer Engineer hiring · talent flow · custom peer packs · 2026-09-24View report →
cloud engineering peer pack · five company records · 2026

Five Cloud Engineer benches on one date: inside the 2780-profile peer pack

Amazon holds 1441 current Cloud Engineers vs Microsoft 467, in a five-company pack of 2780 as of 2026-09-24 PT. IBM and Google follow. For TA teams.
2780pack total
1441Amazon
Cloud Engineer hiring · talent flow · custom peer packs · 2026-09-24View report →
DevOps engineering peer pack · five company records · 2026

Five DevOps Engineer benches on one date: inside the 1036-profile peer pack

Amazon holds 560 current DevOps Engineers vs Microsoft 296, in a five-company pack of 1036 as of 2026-09-24 PT. Google and GitHub follow. For TA teams.
1036pack total
560Amazon
DevOps Engineer hiring · talent flow · custom peer packs · 2026-09-24View report →
frontend engineering peer pack · five company records · 2026

Five Frontend Engineer benches on one date: inside the 794-profile peer pack

Google holds 384 current Frontend Engineers vs Meta 204, in a five-company pack of 794 as of 2026-09-24 PT. Shopify and Airbnb follow. For TA teams.
794pack total
384Google
Frontend Engineer hiring · talent flow · custom peer packs · 2026-09-24View report →
Android engineering peer pack · five company records · 2026

Five Android Engineer benches on one date: inside the 509-profile peer pack

Google holds 345 current Android Engineers against Meta at 61, inside a five-company peer pack of 509 as of 2026-09-23 PT. Airbnb and Uber follow. For TA teams.
509pack total
345Google
Android Engineer hiring · talent flow · custom peer packs · 2026-09-23View report →
forward deployed engineering peer pack · five company records · 2026

Five Forward Deployed Engineer benches on one date: inside the 749-profile peer pack

Palantir holds 576 current Forward Deployed Engineers vs Meta 96, in a five-company pack of 749 as of 2026-09-23 PT. OpenAI and Amazon follow. For TA teams.
749pack total
576Palantir
Forward Deployed Engineer hiring · talent flow · custom peer packs · 2026-09-23View report →
firmware engineering peer pack · five company records · 2026

Five Firmware Engineer benches on one date: inside the 2121-profile peer pack

Apple holds 820 current Firmware Engineers vs Qualcomm 521, in a five-company pack of 2121 as of 2026-09-23 PT. AMD and NVIDIA follow. For TA teams.
2121pack total
820Apple
Firmware Engineer hiring · talent flow · custom peer packs · 2026-09-23View report →
hardware engineering peer pack · five company records · 2026

Five Hardware Engineer benches on one date: inside the 1676-profile peer pack

Apple holds 828 current Hardware Engineers vs Qualcomm 432, in a five-company pack of 1676 as of 2026-09-23 PT. NVIDIA and AMD follow. For TA teams.
1676pack total
828Apple
Hardware Engineer hiring · talent flow · custom peer packs · 2026-09-23View report →
UX research peer pack · five company records · 2026

Five UX Researcher benches on one date: inside the 2311-profile peer pack

Google holds 1121 current UX Researchers against Meta at 634, inside a five-company peer pack of 2311 as of 2026-09-23 PT. Uber closes the tail. For TA teams.
2311pack total
1121Google
UX Researcher hiring · talent flow · custom peer packs · 2026-09-23View report →
Data Engineer · employed vs open jobs · 2026

Data Engineer Employed vs Open: Netflix 173 against 5

Netflix maps 173 employed Data Engineers against 5 open — a 34.6× multiple. As of 2026-09-22 PT.
173Netflix employed
5Netflix open
Data Engineer hiring · employed vs open · custom lists · 2026-09-22View report →
data engineering peer pack · five company records · 2026

Five Data Engineer benches on one date: inside the 466-profile peer pack

Netflix holds 173 current Data Engineers vs Uber 89, in a five-company pack of 466 as of 2026-09-22 PT. Databricks and Airbnb follow. For TA teams.
466pack total
173Netflix
Data Engineer hiring · talent flow · custom peer packs · 2026-09-22View report →
iOS engineering peer pack · five company records · 2026

Five iOS Engineer benches on one date: inside the 541-profile peer pack

Apple holds 367 current iOS Engineers against Meta at 83, inside a five-company peer pack of 541 as of 2026-09-22 PT. Uber and Lyft follow. For TA teams.
541pack total
367Apple
iOS Engineer hiring · talent flow · custom peer packs · 2026-09-22View report →
product management peer pack · five company records · 2026

Five Product Manager benches on one date: inside the 7606-profile peer pack

Google holds 4099 current Product Managers vs Meta 2657, in a five-company pack of 7606 as of 2026-09-22 PT. Uber, Stripe and Airbnb round it out. For TA teams.
7606pack total
4099Google
Product Manager hiring · talent flow · custom peer packs · 2026-09-22View report →
sales engineering peer pack · five company records · 2026

Five Sales Engineer benches on one date: inside the 614-profile peer pack

Snowflake holds 328 current Sales Engineers vs Cisco 114, in a five-company pack of 614 as of 2026-09-22 PT. Oracle and Salesforce follow. For TA teams.
614pack total
328Snowflake
Sales Engineer hiring · talent flow · custom peer packs · 2026-09-22View report →
technical program management peer pack · five company records · 2026

Five Technical Program Manager benches on one date: inside the 12861-profile peer pack

Amazon holds 5100 current Technical Program Managers vs Google 3831, in a five-company pack of 12861 as of 2026-09-22 PT. Uber closes the tail. For TA teams.
12861pack total
5100Amazon
Technical Program Manager hiring · talent flow · custom peer packs · 2026-09-22View report →
applied science peer pack · five company records · 2026

Five Applied Scientist benches on one date: inside the 6243-profile peer pack

Amazon holds 4413 current Applied Scientists vs Microsoft 1624, in a five-company pack of 6243 as of 2026-09-21 PT. Uber and Meta follow. For TA teams.
6243pack total
4413Amazon
Applied Scientist hiring · talent flow · custom peer packs · 2026-09-21View report →
data science peer pack · five company records · 2026

Five Data Scientist benches on one date: inside the 3602-profile peer pack

Meta holds 2593 current Data Scientists vs Uber 378, in a five-company pack of 3602 as of 2026-09-21 PT. LinkedIn and Airbnb follow. For TA teams.
3602pack total
2593Meta
Data Scientist hiring · talent flow · custom peer packs · 2026-09-21View report →
product design peer pack · five company records · 2026

Five Product Designer benches on one date: inside the 634-profile peer pack

Shopify holds 206 current Product Designers vs Adobe 138, in a five-company pack of 634 as of 2026-09-21 PT. Canva and Figma follow. For TA teams.
634pack total
206Shopify
Product Designer hiring · talent flow · custom peer packs · 2026-09-21View report →
research science peer pack · five company records · 2026

Five Research Scientist benches on one date: inside the 5159-profile peer pack

Meta holds 3255 current Research Scientists vs Google 790, in a five-company pack of 5159 as of 2026-09-21 PT. NVIDIA and Apple follow. For TA teams.
5159pack total
3255Meta
Research Scientist hiring · talent flow · custom peer packs · 2026-09-21View report →
solutions engineering peer pack · five company records · 2026

Five Solutions Engineer benches on one date: inside the 1616-profile peer pack

Databricks holds 664 current Solutions Engineers vs Cloudflare 327, in a five-company pack of 1616 as of 2026-09-21 PT. Snowflake and Okta follow. For TA teams.
1616pack total
664Databricks
Solutions Engineer hiring · talent flow · custom peer packs · 2026-09-21View report →
Infrastructure SRE peer pack · five company records · 2026

Infra SRE Peer Pack: Elastic 56 vs MongoDB 43

Elastic maps 56 current SRE against MongoDB 43. Five data and infra names add a 173-person pack.
56Elastic SRE
43MongoDB SRE
SRE hiring · talent flow · custom peer packs · 2026-09-17View report →
ML engineering peer pack · five company records · 2026

Machine Learning Engineer Peer Pack: Scale AI 89 vs Hugging Face 62

Scale AI maps 89 current Machine Learning Engineer against Hugging Face 62. Five names add a 236-person pack.
89Scale MLE
62Hugging Face MLE
Machine Learning Engineer hiring · talent flow · custom peer packs · 2026-09-17View report →
network engineering peer pack · five company records · 2026

Network Engineer Peer Pack: Cisco 1896 vs Juniper 150

Cisco maps 1896 current Network Engineer against Juniper 150. Five names add a 2130-person pack.
1896Cisco NE
150Juniper NE
Network Engineer hiring · talent flow · custom peer packs · 2026-09-17View report →
security engineering peer pack · five company records · 2026

Security Engineer Peer Pack: Palo Alto Networks 193 vs CrowdStrike 100

Palo Alto Networks maps 193 current Security Engineer against CrowdStrike 100. Five security vendors add a 450-person pack.
193Palo Alto SE
100CrowdStrike SE
Security Engineer hiring · talent flow · custom peer packs · 2026-09-17View report →
solutions architect peer pack · five company records · 2026

Solutions Architect Peer Pack: Databricks 1505 vs Snowflake 322

Databricks maps 1505 current Solutions Architect against Snowflake 322. Five names add a 2413-person pack.
1505Databricks SA
322Snowflake SA
Solutions Architect hiring · talent flow · custom peer packs · 2026-09-17View report →
SRE peer pack · five names · 2026

GitLab 47 vs CrowdStrike 26 | SRE

GitLab maps 47 current Site Reliability Engineer people against CrowdStrike 26. Five open-source and security names add a 97-person SRE peer pack for TA.
47GitLab current SRE
26CrowdStrike current SRE
SRE hiring · talent flow · custom peer packs · 2026-09-08View report →
Electronic trading · two names · 2026

Goldman 67 vs JPMorgan 38 | Electronic Trading

67 Goldman Sachs Electronic Trading / Trading Technology seats sit against JPMorgan Chase 38. JPMorgan holds 21 jobs against Goldman 10. Talent map for TA.
67Goldman Sachs current
38JPMorgan Chase current
Electronic-trading hiring · talent flow · custom maps · 2026-08-28View report →
Travel marketplace · two names · 2026

Airbnb 16 vs Booking 21 | Host Pricing / Marketplace

Booking.com maps 21 Marketplace current versus Airbnb Host Pricing 16. Headline 37 / 9.
21Booking Marketplace current
16Airbnb Host Pricing current
Travel-marketplace hiring · talent flow · custom maps · 2026-08-27View report →
RF front-end · two shops · 2026

Skyworks 80 vs Qorvo 92 | RF Front-End / RFIC

Qorvo 92 and Skyworks 80 current RF front-end / RFIC seats. Jobs sit 9 and 9.
92Qorvo current
80Skyworks current
RF-design hiring · talent flow · custom maps · 2026-08-27View report →
Analog / mixed-signal · two names · 2026

TI 692 vs ADI 374 | Analog / Mixed-Signal

Texas Instruments maps 692 analog / mixed-signal current versus Analog Devices 374. ADI jobs 83.
692TI current
374ADI current
Analog-design hiring · talent flow · custom maps · 2026-08-27View report →
Overlay metrology · two names · 2026

ASML Eindhoven 191 vs HQ Veldhoven 21

ASML maps 434 overlay / metrology current versus KLA 42. Headline 476 / 16.
434ASML current
42KLA current
Litho hiring · talent flow · custom maps · 2026-08-26View report →
AV perception · two headline names · 2026

Waymo 48 / Zoox 9 Jobs | AV Perception

Waymo maps 48 perception / VLM current. Zoox maps 9 jobs. Headline 87 / 36.
48Waymo current
9Zoox jobs
AV hiring · talent flow · custom maps · 2026-08-26View report →
Emulation HAV · two EDA names · 2026

Synopsys 43 HAV Seats vs Cadence 29

Synopsys Inc maps 43 HAV current versus 11 jobs. Cadence Design Systems 29 / 4. Headline 72 / 15.
43Synopsys HAV current
11Synopsys same-seat jobs
EDA hiring · talent flow · custom maps · 2026-08-26View report →
GPU-site ops · two names · 2026

CoreWeave: 93 of 102 US DC-Ops Seats

93 of 102 CoreWeave DC-ops seats are in the US. CoreWeave maps 102 current vs 44 jobs.
93CoreWeave US current
102CoreWeave DC-ops current
GPU-site hiring · talent flow · custom maps · 2026-08-26View report →
Defense autonomy · two headline names · 2026

Anduril 54 / Shield AI 38 Jobs | Defense Autonomy

Anduril Industries maps 54 current. Shield AI maps 38 jobs. Headline 95 / 72.
54Anduril current
38Shield AI jobs
Defense-AI hiring · talent flow · custom maps · 2026-08-26View report →
eVTOL flight controls · two names · 2026

Archer 84 vs Joby 38 | eVTOL GNC

Archer maps 84 eVTOL GNC current versus Joby Aviation 38. Headline 122 / 24.
84Archer current
38Joby Aviation current
eVTOL hiring · talent flow · custom maps · 2026-08-26View report →
Etch / deposition · two names · 2026

Applied 213 vs Lam 120 | Etch / Deposition

Applied Materials maps 213 etch / deposition current versus Lam Research 120. Headline 333 / 60.
213AMAT current
120Lam Research current
Wafer-equipment hiring · talent flow · custom maps · 2026-08-26View report →
Query / search · two names · 2026

Mongo 24 vs Elastic 31 | Query / Search Seats

MongoDB maps 24 query / search current versus Elastic 31. Headline 55 / 22.
24MongoDB current
31Elastic current
Query / search hiring · talent flow · custom maps · 2026-08-26View report →
Launch GNC · three names · 2026

Blue Origin 318 GNC Jobs | Launch Flight Software

Blue Origin maps 533 GNC current versus SpaceX 401 and Rocket Lab 188. Headline 1,122 / 385.
533Blue Origin current
401SpaceX current
Launch hiring · talent flow · custom maps · 2026-08-26View report →
Payments fraud · two names · 2026

Stripe Bengaluru 83 | Payments Fraud / Risk ML

Stripe maps 258 fraud / risk-ML current versus Adyen 20. Headline 278 / 28.
258Stripe current
20Adyen current
Payments hiring · talent flow · custom maps · 2026-08-26View report →
Legal AI · four companies · 2026

EvenUp Legal 195 vs Lawyer 3

EvenUp role Legal 195 vs lawyer title 3. Legora 282 current / 249 jobs.
195EvenUp role Legal
3EvenUp lawyer title
Legal-AI hiring · talent flow · custom maps · 2026-08-24View report →
Voice & speech AI · four companies · 2026

ElevenLabs Voice AI: 622 Current, 219 Jobs

ElevenLabs maps 622 current profiles and 219 open jobs. Four-row sums 764 / 243.
622ElevenLabs current
219ElevenLabs open jobs
Voice-AI hiring · talent flow · custom maps · 2026-08-24View report →
FDE · employed vs open jobs · 2026

Palantir FDE: 1 Exact Job, 1 Employed Title, 69 Job Titles

Palantir maps 1 exact FDE job and 1 employed FDE-title profile; open-job titles 69.
1Palantir exact FDE jobs
1Palantir employed FDE-title
69Palantir open-job titles
FDE hiring · talent flow · custom maps · 2026-08-23View report →
Inference serving · five companies · 2026

Anyscale 489, Groq 1 Job | Inference Serving

Anyscale maps 489 current profiles vs Groq's 1 open job. Five companies: 1,508 mapped current, 280 mapped open jobs.
1,508Mapped current profiles
280Mapped open jobs
Inference-serving hiring · talent flow · custom maps · 2026-08-23View report →
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