Data cleaning and validation
A skill of the kind “technical knowledge”, listed by 74 roles, 11 of them as critical.
Also described as
- data cleaning
- data preparation
- data quality checks
- data validation
- data wrangling
- reconciliation data
- data quality
- deduplication
- wrangling
Roles that need it
Where the weights come from
The weight is this skill's share of each role; the weights of one role add up to 100 percent.
Source: the EFO role catalogue, built from the ESCO classification and reviewed by the editors.
Critical for
- Business Intelligence AnalystYour role
- Forensic Accounting AssociateYour role
- Master Data SpecialistYour role
- Financial Crime Investigations AssociateYour role
- BI Analyst (Banking)Your role
- Performance & Attribution AnalystYour role
- Reference & Security Master Data AnalystYour role
- Trade & Transaction Reporting AnalystYour role
- Data AnalystYour role
- Data Analyst (Banking)Your role
- Data Governance AnalystYour role
Important for
- KYC AnalystYour role
- ALM AnalystYour role
- Liquidity Risk AnalystYour role
- Periodic Review Analyst (KYC)Your role
- ESG Reporting SpecialistYour role
- Corporate Onboarding Analyst (KYC)Your role
- Investment Operations AnalystYour role
- Securities Lending & Repo AnalystYour role
- IBOR & Investment Data AnalystYour role
- Capital Reporting AnalystYour role
- Regulatory Reporting AnalystYour role
- Liquidity Reporting AnalystYour role
Supporting in
- AML AnalystYour role
- External Audit AssociateYour role
- Fraud AnalystYour role
- General AccountantYour role
- Internal AuditorYour role
- Portfolio AnalystYour role
- Sanctions AnalystYour role
- Transaction Services / FDD AssociateYour role
- Transaction Services AssociateYour role
- Business AnalystYour role
- Chargeback & Disputes AnalystYour role
- P&C Actuarial Analyst (Pricing & Reserving)Your role
- Business Analyst (Banking)Your role
- Business Analyst (Insurance)Your role
- Client Reporting AnalystYour role
- Data ScientistYour role
- PMO AnalystYour role
- Product Control AnalystYour role
- Transaction Services (Financial Services)Your role
- Life & Pensions Actuarial AnalystYour role
- Actuarial AnalystYour role
- P&L AnalystYour role
- Data Scientist (Banking)Your role
- External Audit (Financial Services)Your role
- IT AuditorYour role
- PMO Analyst (Banking)Your role
- Portfolio Analyst (PMO)Your role
- Valuation Control AnalystYour role
- Balance Sheet Control AnalystYour role
Useful in
- Claims AnalystYour role
- Custody Operations AnalystYour role
- Insurance Fraud InvestigatorYour role
- Settlements AnalystYour role
- Agency Operations AnalystYour role
- Loan Operations AnalystYour role
- Middle Office AnalystYour role
- Payments Messaging Specialist (SWIFT)Your role
- Payments Operations AnalystYour role
- Transfer Agency AnalystYour role
- Treasury Operations AnalystYour role
- Accounting Advisory AssociateYour role
- Confirmations AnalystYour role
- Corporate Actions AnalystYour role
- Fund AccountantYour role
- Collateral Management AnalystYour role
- Depositary Oversight AnalystYour role
- Private Fund AdministratorYour role
- Reconciliations AnalystYour role
- Treasury Advisory AssociateYour role
- Trade Finance Operations SpecialistYour role
- Fund Reporting AnalystYour role