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Talent capability evidence
Talent/Capabilities/GenAI, copilots & agents
Capability evidence view

GenAI, copilots & agents

The roles, institutions, sectors and technology evidence that make up this workforce signal. Every displayed vacancy links to its official careers source.

Snapshot30 Jul 2026Exact roles contributing to the market signal
Contributing roles1251Evidence-matched live vacancies
Institutions52With at least one supporting vacancy
New in 7 days54043% of 1251 dated roles
Description evidence1251Roles with sufficient official text for deeper analysis
Market footprint
Bank64752% of this signal
Insurer21417% of this signal
Digital bank & fintech27722% of this signal
Insurtech302% of this signal
Asset manager554% of this signal
Hedge fund & alternatives282% of this signal
Workforce shape

Roles behind the signal

Role-family distribution
AI/ML engineering376 30%
AI platform & MLOps173 14%
Operations, automation & enablement152 12%
Risk, compliance & control intelligence132 11%
Data engineering & architecture91 7%
Domain analytics & decision intelligence91 7%
Product, customer & commercial intelligence84 7%
Data science & applied research57 5%
AI product & strategy53 4%
Corporate-function AI & data enablement14 1%
Model risk & responsible AI13 1%
AI operations & enablement12 1%
Quantitative AI & decision science3 0%

Seniority profile

Literal title bands
Lead / principal / manager titles440 35%
Other specialist titles366 29%
Senior titles214 17%
Director / VP / head titles154 12%
Analyst / associate / early-career titles77 6%
Institution contribution

Institutions ranked by the number of vacancies contributing to this capability signal.

52 contributing institutions
01
BarclaysBank · Global bank
23378 new
02
BrexDigital bank & fintech · Corporate payments & spend
7613 new
03
The HartfordInsurer · Property & casualty insurer
6616 new
04
State StreetBank · Custody & markets
6254 new
05
Morgan StanleyBank · Investment bank & wealth
5531 new
06
Commonwealth BankBank · Retail & commercial bank
5433 new
07
StripeDigital bank & fintech · Payments infrastructure
5248 new
08
INGBank · Global bank
4811 new
09
RBCBank · Global bank
4242 new
10
ManulifeInsurer · Life insurer & wealth
3817 new
11
Wells FargoBank · Global bank
3838 new
12
BlockDigital bank & fintech · Payments & commerce
334 new
13
TravelersInsurer · Property & casualty insurer
282 new
14
WorldQuantHedge fund & alternatives · Quantitative investment management
289 new
15
AffirmDigital bank & fintech · Consumer finance
2611 new
16
AIGInsurer · Commercial insurer
263 new
17
RampDigital bank & fintech · Corporate finance automation
211 new
18
BMOBank · Retail & commercial bank
2018 new
19
Capital GroupAsset manager · Global investment manager
206 new
20
Northern TrustBank · Custody & wealth
206 new
21
Prudential plcInsurer · Life & health insurer
193 new
22
Sun LifeInsurer · Life insurer & wealth
198 new
23
T. Rowe PriceAsset manager · Global asset manager
186 new
24
U.S. BankBank · Retail & commercial bank
1818 new
25
AdyenDigital bank & fintech · Payments infrastructure
1710 new
26
Wellington ManagementAsset manager · Global investment manager
173 new
27
Deutsche BankBank · Global bank
147 new
28
NubankDigital bank & fintech · Digital bank
131 new
29
TDBank · Retail & commercial bank
1211 new
30
Lloyds Banking GroupBank · Retail & commercial bank
115 new
31
Prudential FinancialInsurer · Life insurer & asset manager
110 new
32
LemonadeInsurtech · Digital insurer
100 new
33
Oscar HealthInsurtech · Digital health insurer
100 new
34
PlaidDigital bank & fintech · Open-banking infrastructure
80 new
35
SantanderBank · Global bank
84 new
36
AvivaInsurer · Composite insurer
60 new
37
MercuryDigital bank & fintech · Digital business banking
66 new
38
PNCBank · Retail & commercial bank
65 new
39
SoFiDigital bank & fintech · Digital financial services
62 new
40
UBSBank · Global bank & wealth
61 new
41
EthosInsurtech · Digital life insurance
50 new
42
ChimeDigital bank & fintech · Digital bank
41 new
43
N26Digital bank & fintech · Digital bank
44 new
44
RobinhoodDigital bank & fintech · Digital investing
43 new
45
MarshmallowInsurtech · Digital motor insurer
30 new
46
ClearBankDigital bank & fintech · Clearing & embedded banking
20 new
47
Kin InsuranceInsurtech · Digital home insurer
20 new
48
MarqetaDigital bank & fintech · Card issuing infrastructure
20 new
49
MonzoDigital bank & fintech · Digital bank
11 new
50
NationwideInsurer · Insurance & financial services
10 new
51
OakNorthDigital bank & fintech · Digital commercial bank
10 new
52
ZopaDigital bank & fintech · Digital bank
10 new
Technology and adjacent signals

Technology co-occurrence

Official descriptions

Named tools appearing in the descriptions of roles in this signal.

Python557 roles · 44 institutions
Evidence ↗
AWS383 roles · 40 institutions
Evidence ↗
SQL368 roles · 43 institutions
Evidence ↗
Azure234 roles · 34 institutions
Evidence ↗
GitHub188 roles · 33 institutions
Evidence ↗
Kubernetes178 roles · 34 institutions
Evidence ↗
Google Cloud / Vertex AI152 roles · 32 institutions
Evidence ↗
Anthropic / Claude148 roles · 34 institutions
Evidence ↗
Snowflake127 roles · 24 institutions
Evidence ↗
Docker124 roles · 24 institutions
Evidence ↗
Terraform113 roles · 29 institutions
Evidence ↗
Spark / PySpark105 roles · 28 institutions
Evidence ↗
LangChain / LangGraph89 roles · 23 institutions
Evidence ↗
Power BI89 roles · 23 institutions
Evidence ↗
Hiring geography
01Pune, Gera Commerzone SEZ98
02TORONTO, Ontario, Canada23
03Bangalore - Manyata Tech Park Road22
04India GCC-Puppalaguda Village22
05San Francisco, California, United States20
06Bangalore, India19
07New York, New York, United States19
08New York, NY (HQ)19
Underlying role evidence

These are the exact 1251 vacancies contributing to the “GenAI, copilots & agents” signal. Search by institution, sector, role family, location or technology.

Every role links to its official job page
1251 of 1251 latest captured vacancies
Wells FargoBank · Global bankYesterday

Credit Services Data and AI Leader

3 Locations · Enterprise technology & data

Domain analytics & decision intelligenceCredit, underwriting & claimsGenAI, copilots & agents
Other specialist titles
Wells FargoBank · Global bankYesterday

Lead Software Engineer

Bengaluru, India · Enterprise technology & data

AI/ML engineeringTechnology & engineeringDiscovered in descriptionGenAI, copilots & agentsAWSAzure
Lead / principal / manager titles
Wells FargoBank · Global bankYesterday

Senior Analytics Assistant

Bengaluru, India · Enterprise technology & data

Data science & applied researchData & analyticsDiscovered in descriptionGenAI, copilots & agentsSQL
Senior titles
Wells FargoBank · Global bankYesterday

Technology Business Systems Consultant

Hyderabad, India · Enterprise technology & data

AI/ML engineeringTechnology & engineeringDiscovered in descriptionGenAI, copilots & agentsOperations & process automation
Other specialist titles
Sun LifeInsurer · Life insurer & wealthToday

Manager, AI Engineer

Hunghom, Kowloon, Hong Kong · Enterprise technology & data

AI/ML engineeringTechnology & engineeringGenAI, copilots & agentsAI platforms & infrastructurePythonAWS
Lead / principal / manager titles
Commonwealth BankBank · Retail & commercial bankToday

Advanced Analytics Manager

Sydney CBD Area · Corporate, commercial, markets & investment banking

Data engineering & architectureData & analyticsData foundations & analyticsGenAI, copilots & agentsPythonSQL
Lead / principal / manager titles
How to read this view

This drill-down uses the same evidence-based capability membership as the market headline: explicit matches across vacancy titles and every official job description successfully stored by the daily census. Generic job titles remain eligible when the responsibilities or requirements contain qualifying AI, data, analytics, model-governance or automation evidence. The role list is the complete set contributing to this capability signal at the stated snapshot time. Technology and related-capability counts are co-occurrences within those roles; they do not prove production deployment.

Counts reflect currently advertised demand, not workforce headcount or confirmed investment. A role can contribute to multiple capability signals when its official text contains multiple qualifying use cases.

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