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Talent capability evidence
Talent/Capabilities/Risk, governance & responsible AI
Capability evidence view

Risk, governance & responsible AI

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 roles369Evidence-matched live vacancies
Institutions43With at least one supporting vacancy
New in 7 days18851% of 369 dated roles
Description evidence369Roles with sufficient official text for deeper analysis
Market footprint
Bank23062% of this signal
Insurer7621% of this signal
Digital bank & fintech4512% of this signal
Insurtech31% of this signal
Asset manager154% of this signal
Hedge fund & alternatives00% of this signal
Workforce shape

Roles behind the signal

Role-family distribution
AI/ML engineering92 25%
Risk, compliance & control intelligence91 25%
AI platform & MLOps33 9%
Model risk & responsible AI33 9%
Operations, automation & enablement29 8%
Data science & applied research26 7%
Domain analytics & decision intelligence24 7%
AI product & strategy13 4%
Data engineering & architecture13 4%
Product, customer & commercial intelligence6 2%
Corporate-function AI & data enablement5 1%
AI operations & enablement4 1%

Seniority profile

Literal title bands
Lead / principal / manager titles132 36%
Other specialist titles92 25%
Senior titles69 19%
Director / VP / head titles56 15%
Analyst / associate / early-career titles20 5%
Institution contribution

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

43 contributing institutions
01
BarclaysBank · Global bank
3911 new02
INGBank · Global bank
3310 new03
Commonwealth BankBank · Retail & commercial bank
2316 new04
RBCBank · Global bank
2323 new05
The HartfordInsurer · Property & casualty insurer
206 new06
BMOBank · Retail & commercial bank
1716 new07
ManulifeInsurer · Life insurer & wealth
179 new08
State StreetBank · Custody & markets
1613 new09
U.S. BankBank · Retail & commercial bank
1616 new10
Morgan StanleyBank · Investment bank & wealth
1511 new11
Wells FargoBank · Global bank
1313 new12
AIGInsurer · Commercial insurer
110 new13
T. Rowe PriceAsset manager · Global asset manager
105 new14
Prudential plcInsurer · Life & health insurer
92 new15
Northern TrustBank · Custody & wealth
82 new16
TravelersInsurer · Property & casualty insurer
81 new17
BlockDigital bank & fintech · Payments & commerce
71 new18
MonzoDigital bank & fintech · Digital bank
70 new19
NubankDigital bank & fintech · Digital bank
70 new20
Deutsche BankBank · Global bank
62 new21
Sun LifeInsurer · Life insurer & wealth
63 new22
Lloyds Banking GroupBank · Retail & commercial bank
52 new23
AffirmDigital bank & fintech · Consumer finance
42 new24
BrexDigital bank & fintech · Corporate payments & spend
40 new25
Capital GroupAsset manager · Global investment manager
40 new26
PNCBank · Retail & commercial bank
44 new27
SantanderBank · Global bank
44 new28
TDBank · Retail & commercial bank
44 new29
UBSBank · Global bank & wealth
43 new30
AvivaInsurer · Composite insurer
31 new31
SoFiDigital bank & fintech · Digital financial services
33 new32
StripeDigital bank & fintech · Payments infrastructure
33 new33
ChimeDigital bank & fintech · Digital bank
20 new34
ClearBankDigital bank & fintech · Clearing & embedded banking
20 new35
MarqetaDigital bank & fintech · Card issuing infrastructure
20 new36
MercuryDigital bank & fintech · Digital business banking
22 new37
Prudential FinancialInsurer · Life insurer & asset manager
20 new38
AdyenDigital bank & fintech · Payments infrastructure
10 new39
EthosInsurtech · Digital life insurance
10 new40
LemonadeInsurtech · Digital insurer
10 new41
Oscar HealthInsurtech · Digital health insurer
10 new42
PlaidDigital bank & fintech · Open-banking infrastructure
10 new43
Wellington ManagementAsset manager · Global investment manager
10 new
Technology and adjacent signals

Technology co-occurrence

Official descriptions

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

Python171 roles · 33 institutions
Evidence ↗
AWS107 roles · 28 institutions
Evidence ↗
SQL101 roles · 25 institutions
Evidence ↗
Azure78 roles · 21 institutions
Evidence ↗
Google Cloud / Vertex AI55 roles · 22 institutions
Evidence ↗
Kubernetes35 roles · 13 institutions
Evidence ↗
Spark / PySpark34 roles · 18 institutions
Evidence ↗
GitHub33 roles · 12 institutions
Evidence ↗
LangChain / LangGraph32 roles · 12 institutions
Evidence ↗
OpenAI / Azure OpenAI31 roles · 13 institutions
Evidence ↗
Anthropic / Claude30 roles · 17 institutions
Evidence ↗
Amazon Bedrock30 roles · 10 institutions
Evidence ↗
Terraform27 roles · 14 institutions
Evidence ↗
Snowflake27 roles · 13 institutions
Evidence ↗

Related capabilities

Role-level overlap

Other capability signals found in the same contributing vacancies.

GenAI, copilots & agents21358% overlapData foundations & analytics14640% overlapAI platforms & infrastructure14539% overlapFraud, AML & financial crime6117% overlapOperations & process automation6016% overlapDocument & knowledge intelligence277% overlapDeveloper productivity & IT185% overlapCybersecurity & resilience144% overlapCredit & underwriting144% overlapCustomer service & personalisation134% overlap
Hiring geography
01TORONTO, Ontario, Canada10
02Pune, Gera Commerzone SEZ9
03Bangalore - Manyata Tech Park Road8
04Hong Kong8
05Sydney CBD Area8
06India GCC-Puppalaguda Village7
07Mumbai, India7
08Toronto, ON, CAN7
Underlying role evidence

These are the exact 369 vacancies contributing to the “Risk, governance & responsible AI” signal. Search by institution, sector, role family, location or technology.

Every role links to its official job page
369 of 369 latest captured vacancies
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
Wells FargoBank · Global bankToday

Senior Quantitative Analytics Specialist ↗

Bengaluru, India · Enterprise technology & data

Domain analytics & decision intelligenceMarkets, investment & treasuryDiscovered in descriptionRisk, governance & responsible AIPython
Senior titles
Wells FargoBank · Global bankToday

Senior Software Engineer ↗

Bengaluru, India · Enterprise technology & data

AI platform & MLOpsTechnology & engineeringDiscovered in descriptionGenAI, copilots & agentsAI platforms & infrastructureAWSAzure
Senior titles
Wells FargoBank · Global bankToday

Software Engineer - Java full stack engineer ↗

Bengaluru, India · Enterprise technology & data

AI platform & MLOpsTechnology & engineeringDiscovered in descriptionGenAI, copilots & agentsAI platforms & infrastructureKubernetesKafka
Other specialist titles
U.S. BankBank · Retail & commercial bankYesterday

Senior Audit Project Manager/Technology Audit Manager ↗

7 Locations · Enterprise technology & data

Risk, compliance & control intelligenceAudit & assuranceDiscovered in descriptionRisk, governance & responsible AI
Lead / principal / manager titles
U.S. BankBank · Retail & commercial bankYesterday

Senior Quantitative Model Analyst - Wholesale Modeling ↗

4 Locations · Corporate, commercial, markets & investment banking

Domain analytics & decision intelligenceMarkets, investment & treasuryDiscovered in descriptionRisk, governance & responsible AICredit & underwritingPythonSQL
Senior titles
U.S. BankBank · Retail & commercial bankYesterday

Sr. Software Engineer - AI/ML ↗

5 Locations · Enterprise technology & data

AI/ML engineeringTechnology & engineeringGenAI, copilots & agentsAI platforms & infrastructurePythonAWS
Senior 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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