1BOneBench

Search OneBench

Search signals, briefings, benchmarks and glossary terms.

Talent capability evidence
Talent/Capabilities/Markets, trading & investment
Capability evidence view

Markets, trading & investment

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 roles88Evidence-matched live vacancies
Institutions29With at least one supporting vacancy
New in 7 days4855% of 88 dated roles
Description evidence88Roles with sufficient official text for deeper analysis
Market footprint
Bank4855% of this signal
Insurer910% of this signal
Digital bank & fintech56% of this signal
Insurtech56% of this signal
Asset manager1011% of this signal
Hedge fund & alternatives1113% of this signal
Workforce shape

Roles behind the signal

Role-family distribution
Domain analytics & decision intelligence28 32%
Risk, compliance & control intelligence24 27%
AI/ML engineering19 22%
Operations, automation & enablement5 6%
Data engineering & architecture3 3%
Product, customer & commercial intelligence3 3%
Quantitative AI & decision science3 3%
AI platform & MLOps2 2%
Data science & applied research1 1%

Seniority profile

Literal title bands
Lead / principal / manager titles22 25%
Analyst / associate / early-career titles20 23%
Senior titles17 19%
Other specialist titles15 17%
Director / VP / head titles14 16%
Institution contribution

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

29 contributing institutions
01
Morgan StanleyBank · Investment bank & wealth
137 new02
WorldQuantHedge fund & alternatives · Quantitative investment management
114 new03
PNCBank · Retail & commercial bank
88 new04
BarclaysBank · Global bank
50 new05
T. Rowe PriceAsset manager · Global asset manager
53 new06
NationwideInsurer · Insurance & financial services
41 new07
Northern TrustBank · Custody & wealth
42 new08
RBCBank · Global bank
44 new09
Wellington ManagementAsset manager · Global investment manager
40 new10
U.S. BankBank · Retail & commercial bank
33 new11
AffirmDigital bank & fintech · Consumer finance
22 new12
BMOBank · Retail & commercial bank
22 new13
CoalitionInsurtech · Cyber insurer
20 new14
Deutsche BankBank · Global bank
22 new15
INGBank · Global bank
21 new16
Prudential FinancialInsurer · Life insurer & asset manager
20 new17
UBSBank · Global bank & wealth
21 new18
Wells FargoBank · Global bank
22 new19
Capital GroupAsset manager · Global investment manager
10 new20
Kin InsuranceInsurtech · Digital home insurer
11 new21
ManulifeInsurer · Life insurer & wealth
11 new22
MarshmallowInsurtech · Digital motor insurer
10 new23
N26Digital bank & fintech · Digital bank
11 new24
NubankDigital bank & fintech · Digital bank
10 new25
Oscar HealthInsurtech · Digital health insurer
11 new26
State StreetBank · Custody & markets
10 new27
StripeDigital bank & fintech · Payments infrastructure
11 new28
Sun LifeInsurer · Life insurer & wealth
10 new29
The HartfordInsurer · Property & casualty insurer
11 new
Technology and adjacent signals

Technology co-occurrence

Official descriptions

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

Python61 roles · 22 institutions
Evidence ↗
SQL36 roles · 19 institutions
Evidence ↗
Tableau12 roles · 7 institutions
Evidence ↗
Power BI9 roles · 7 institutions
Evidence ↗
Azure7 roles · 4 institutions
Evidence ↗
Databricks7 roles · 4 institutions
Evidence ↗
AWS6 roles · 4 institutions
Evidence ↗
Docker4 roles · 4 institutions
Evidence ↗
Snowflake4 roles · 3 institutions
Evidence ↗
SAS3 roles · 3 institutions
Evidence ↗
Spark / PySpark3 roles · 3 institutions
scikit-learn3 roles · 2 institutions
Amazon Bedrock3 roles · 1 institutions
OpenAI / Azure OpenAI3 roles · 1 institutions

Related capabilities

Role-level overlap

Other capability signals found in the same contributing vacancies.

Data foundations & analytics3135% overlapGenAI, copilots & agents2023% overlapAI platforms & infrastructure1113% overlapRisk, governance & responsible AI1011% overlapFraud, AML & financial crime89% overlapOperations & process automation56% overlapActuarial & pricing intelligence45% overlapDocument & knowledge intelligence33% overlapCybersecurity & resilience11% overlapDeveloper productivity & IT11% overlap
Hiring geography
01Boston, MA, United States4
02Location not specified4
03Mumbai, India4
04Singapore3
05Baltimore, MD2
06Bangalore, India2
07Charlotte, NC2
08London2
Underlying role evidence

These are the exact 88 vacancies contributing to the “Markets, trading & investment” signal. Search by institution, sector, role family, location or technology.

Every role links to its official job page
88 of 88 latest captured vacancies
RBCBank · Global bankToday

Associate Director - Lead KDB+ Developer ↗

TORONTO, Ontario, Canada · Corporate, commercial, markets & investment banking

AI/ML engineeringTechnology & engineeringDiscovered in descriptionGenAI, copilots & agentsMarkets, trading & investmentPythonSQL
Director / VP / head titles
PNCBank · Retail & commercial bankToday

Portfolio Analytics & Strategy Specialist ↗

3 Locations · Enterprise technology & data

Domain analytics & decision intelligenceMarkets, investment & treasuryDiscovered in descriptionMarkets, trading & investmentData foundations & analytics
Other specialist titles
Northern TrustBank · Custody & wealthToday

Associate Portfolio Manager, Fixed Income - Asset Management ↗

London, United Kingdom · Corporate, commercial, markets & investment banking

Domain analytics & decision intelligenceMarkets, investment & treasuryDiscovered in descriptionMarkets, trading & investmentPythonSQL
Lead / principal / manager titles
Kin InsuranceInsurtech · Digital home insurer30 Jul 2026

Insurance Product Development Manager ↗

Remote · Insurance, underwriting & claims

Risk, compliance & control intelligenceRisk, controls & complianceDiscovered in descriptionMarkets, trading & investment
Lead / principal / manager titles
Wells FargoBank · Global bank2 Days Ago

Executive Director, QIS Structuring ↗

NEW YORK, NY · Risk, compliance & financial crime

Risk, compliance & control intelligenceRisk, controls & complianceDiscovered in descriptionMarkets, trading & investmentPython
Director / VP / head titles
Wells FargoBank · Global bank2 Days Ago

Vice President, QIS Structuring ↗

NEW YORK, NY · Risk, compliance & financial crime

Risk, compliance & control intelligenceRisk, controls & complianceDiscovered in descriptionMarkets, trading & investmentPython
Director / VP / head titles
The HartfordInsurer · Property & casualty insurer2 Days Ago

Director & Actuary ↗

4 Locations · Insurance, underwriting & claims

Operations, automation & enablementOperations & service deliveryDiscovered in descriptionMarkets, trading & investmentData foundations & analyticsSQL
Director / VP / head titles
RBCBank · Global bankYesterday

Data Quality and Operations Specialist ↗

TORONTO, Ontario, Canada · Corporate, commercial, markets & investment banking

Operations, automation & enablementOperations & service deliveryDiscovered in descriptionMarkets, trading & investmentPythonSQL
Other specialist 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.

Want this capability view in the daily briefing?

Subscribe for source-linked developments and financial-services workforce signals each morning.