Data Cleansing Jobs

Data Cleansing (Data Cleaning, Data Scrubbing)
UK

The table below provides summary statistics for permanent job vacancies requiring Data Cleansing skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Data Cleansing over the 6 months leading up to 12 June 2024, comparing them to the same period in the previous two years.

6 months to
12 Jun 2024
Same period 2023 Same period 2022
Rank 580 608 647
Rank change year-on-year +28 +39 -28
Permanent jobs citing Data Cleansing 344 332 780
As % of all permanent jobs advertised in the UK 0.31% 0.36% 0.45%
As % of the Processes & Methodologies category 0.38% 0.38% 0.47%
Number of salaries quoted 223 235 385
10th Percentile £30,000 £36,000 £32,500
25th Percentile £40,843 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £53,964 £53,000
Median % change year-on-year +1.92% +1.82% +6.00%
75th Percentile £70,000 £73,750 £67,500
90th Percentile £93,000 £78,250 £83,750
UK excluding London median annual salary £47,500 £52,500 £52,500
% change year-on-year -9.52% - +23.53%

All Process and Methodology Skills
UK

Data Cleansing falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 90,810 88,242 165,721
As % of all permanent jobs advertised in the UK 82.65% 95.42% 95.92%
Number of salaries quoted 62,635 53,650 83,244
10th Percentile £29,750 £33,818 £33,500
25th Percentile £40,000 £45,000 £43,896
Median annual salary (50th Percentile) £55,000 £60,899 £60,000
Median % change year-on-year -9.69% +1.50% +9.09%
75th Percentile £72,500 £81,250 £80,000
90th Percentile £92,500 £100,000 £96,250
UK excluding London median annual salary £50,000 £55,000 £52,500
% change year-on-year -9.09% +4.76% +8.81%

Data Cleansing
Job Vacancy Trend

Job postings citing Data Cleansing as a proportion of all IT jobs advertised.

Job vacancy trend for Data Cleansing in the UK

Data Cleansing
Salary Trend

3-month moving average salary quoted in jobs citing Data Cleansing.

Salary trend for Data Cleansing in the UK

Data Cleansing
Salary Histogram

Salary distribution for jobs citing Data Cleansing over the 6 months to 12 June 2024.

Salary histogram for Data Cleansing in the UK

Data Cleansing
Top 16 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Cleansing within the UK over the 6 months to 12 June 2024. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
England +38 316 £55,000 +4.76% 119
UK excluding London -15 188 £47,500 -9.52% 69
Work from Home +104 166 £55,000 +10.00% 53
London +74 139 £62,500 +13.64% 54
South East +24 84 £40,000 -20.00% 15
Midlands -60 35 £50,000 -4.76% 15
North of England +1 34 £50,000 - 17
North West -18 20 £50,000 -23.08% 12
West Midlands -49 19 £55,000 +4.76% 14
East Midlands - 16 £45,800 - 1
South West -32 15 £29,000 -37.63% 6
Scotland -60 13 £75,000 - 2
Yorkshire +52 11 £56,250 +12.50% 4
East of England -6 6 £37,000 -44.78% 10
North East -18 3 £24,000 -49.92% 1
Northern Ireland - 1 £87,500 - 6

Data Cleansing
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 21 (6.10%) Apache Spark
2 13 (3.78%) SAS
3 11 (3.20%) CMS
3 11 (3.20%) SharePoint
4 8 (2.33%) Confluence
5 4 (1.16%) Apache
6 3 (0.87%) Jupyter
7 1 (0.29%) Apache Airflow
7 1 (0.29%) ArcGIS
7 1 (0.29%) Documentum
7 1 (0.29%) Luigi
Applications
1 50 (14.53%) Microsoft Excel
2 25 (7.27%) Microsoft Office
3 22 (6.40%) Spreadsheet
4 6 (1.74%) Microsoft PowerPoint
5 5 (1.45%) MS Visio
6 2 (0.58%) SPSS
7 1 (0.29%) InVision
7 1 (0.29%) Sketch
7 1 (0.29%) Zeplin
Business Applications
1 11 (3.20%) SAP S/4HANA
2 4 (1.16%) SAP SD
3 2 (0.58%) Dynamics CRM
3 2 (0.58%) IBM Planning Analytics
3 2 (0.58%) Primavera
3 2 (0.58%) Remedy ITSM
3 2 (0.58%) SAP Business ByDesign
3 2 (0.58%) SAP PLM
3 2 (0.58%) SAP PM
4 1 (0.29%) Data Workbench
4 1 (0.29%) Dynamics AX
4 1 (0.29%) Dynamics GP
4 1 (0.29%) Dynamics NAV
4 1 (0.29%) Endur
4 1 (0.29%) Oracle Financials
4 1 (0.29%) SAP HR
4 1 (0.29%) SAP Payroll
Cloud Services
1 112 (32.56%) Power Platform
2 85 (24.71%) Azure
3 34 (9.88%) AWS
4 31 (9.01%) SaaS
5 23 (6.69%) Azure Data Factory
6 15 (4.36%) Azure DevOps
7 14 (4.07%) Azure Synapse Analytics
8 11 (3.20%) PowerApps
9 10 (2.91%) Blackbaud
10 9 (2.62%) PaaS
11 8 (2.33%) GCP
11 8 (2.33%) Google Analytics
11 8 (2.33%) IaaS
12 7 (2.03%) Dynamics 365
12 7 (2.03%) GitHub
12 7 (2.03%) Mavenlink
12 7 (2.03%) Microsoft 365
13 6 (1.74%) Serverless
13 6 (1.74%) Snowflake
14 4 (1.16%) Salesforce Sales Cloud
Communications & Networking
1 6 (1.74%) Firewall
2 4 (1.16%) Internet
2 4 (1.16%) Intranet
2 4 (1.16%) Network Security
2 4 (1.16%) TCP/IP
3 2 (0.58%) Wireless
Database & Business Intelligence
1 112 (32.56%) Power BI
2 56 (16.28%) Tableau
3 55 (15.99%) Data Warehouse
4 26 (7.56%) SQL Server
5 21 (6.10%) Data Lake
6 18 (5.23%) Relational Database
7 17 (4.94%) Azure SQL Database
8 16 (4.65%) Big Data
8 16 (4.65%) SQL Server Integration Services
9 11 (3.20%) Data Mining
10 10 (2.91%) Metadata
10 10 (2.91%) NoSQL
10 10 (2.91%) Snowflake Schema
11 9 (2.62%) Qlik Sense
12 8 (2.33%) PostgreSQL
12 8 (2.33%) RDBMS
12 8 (2.33%) SQL Server Reporting Services
13 7 (2.03%) Oracle Reports
13 7 (2.03%) Power Query
13 7 (2.03%) QlikView
Development Applications
1 25 (7.27%) JIRA
2 13 (3.78%) Git
3 4 (1.16%) Team Foundation Server
3 4 (1.16%) Visual Studio
4 3 (0.87%) ER Studio
4 3 (0.87%) ERwin
General
1 117 (34.01%) Social Skills
2 89 (25.87%) Finance
3 71 (20.64%) Analytical Skills
4 57 (16.57%) Legal
5 17 (4.94%) Marketing
6 15 (4.36%) Public Sector
7 14 (4.07%) Law
7 14 (4.07%) Retail
8 13 (3.78%) Banking
9 11 (3.20%) Games
9 11 (3.20%) Inclusion and Diversity
10 9 (2.62%) Billing
11 8 (2.33%) Investment Banking
11 8 (2.33%) Organisational Skills
12 7 (2.03%) Presentation Skills
12 7 (2.03%) Telecoms
13 5 (1.45%) Documentation Skills
13 5 (1.45%) Financial Institution
13 5 (1.45%) Tech for Good
14 4 (1.16%) Manufacturing
Job Titles
1 70 (20.35%) Analyst
2 44 (12.79%) Senior
3 40 (11.63%) Data Engineer
4 38 (11.05%) Data Analyst
5 30 (8.72%) Consultant
6 24 (6.98%) Lead
7 20 (5.81%) Product Manager
8 19 (5.52%) Administrator
8 19 (5.52%) Data Consultant
9 18 (5.23%) Developer
10 16 (4.65%) Systems Analyst
11 12 (3.49%) Azure Engineer
11 12 (3.49%) Data Manager
11 12 (3.49%) Data Scientist
12 11 (3.20%) Junior
12 11 (3.20%) SAP Consultant
12 11 (3.20%) Senior Data Engineer
13 10 (2.91%) Applications Engineer
14 8 (2.33%) Data Analytics Manager
14 8 (2.33%) Senior Analyst
Libraries, Frameworks & Software Standards
1 17 (4.94%) Web Services
2 7 (2.03%) JSON
2 7 (2.03%) Oracle Fusion
2 7 (2.03%) PySpark
2 7 (2.03%) XML
3 4 (1.16%) ADO
3 4 (1.16%) D3.js
3 4 (1.16%) HTML
3 4 (1.16%) React
3 4 (1.16%) Redux
3 4 (1.16%) YAML
4 3 (0.87%) Google Chart
4 3 (0.87%) HTML5 Canvas
4 3 (0.87%) Pandas
4 3 (0.87%) REST
5 2 (0.58%) ASP.NET
5 2 (0.58%) Blazor
5 2 (0.58%) Lightning Web Components
5 2 (0.58%) Matplotlib
5 2 (0.58%) Seaborn
Miscellaneous
1 70 (20.35%) Data Structures
2 64 (18.60%) Algorithms
3 47 (13.66%) Management Information System
4 20 (5.81%) Product Ownership
5 12 (3.49%) Self-Motivation
6 11 (3.20%) Renewable Energy
7 8 (2.33%) Credit Risk
7 8 (2.33%) Data Centre
7 8 (2.33%) Legacy Systems
7 8 (2.33%) Onboarding
8 7 (2.03%) Cloud Native
8 7 (2.03%) Distributed Systems
9 6 (1.74%) Market Risk
10 5 (1.45%) Marketing Technology
10 5 (1.45%) Mobile App
11 4 (1.16%) Cyberattack
11 4 (1.16%) Educational Technology
11 4 (1.16%) Enterprise Cloud
11 4 (1.16%) Greenfield Project
11 4 (1.16%) Wiki
Operating Systems
1 13 (3.78%) Windows
2 11 (3.20%) Linux
3 8 (2.33%) Windows Server
4 2 (0.58%) Windows 10
5 1 (0.29%) Windows Server 2016
5 1 (0.29%) Windows Server 2019
Processes & Methodologies
1 129 (37.50%) Visualisation
2 126 (36.63%) Problem-Solving
3 122 (35.47%) ETL
4 103 (29.94%) Analytics
5 99 (28.78%) Data Management
6 97 (28.20%) Data Visualisation
7 92 (26.74%) Business Intelligence
7 92 (26.74%) Data Analysis
8 82 (23.84%) Agile
9 79 (22.97%) Data Modelling
10 70 (20.35%) Migration
11 66 (19.19%) Data Integration
12 62 (18.02%) Decision-Making
13 60 (17.44%) Data Migration
14 59 (17.15%) Data Strategy
15 53 (15.41%) Data Science
16 52 (15.12%) Data Interpretation
17 51 (14.83%) Roadmaps
18 50 (14.53%) Data Governance
18 50 (14.53%) DevOps
Programming Languages
1 157 (45.64%) SQL
2 99 (28.78%) Python
3 34 (9.88%) R
4 21 (6.10%) Java
5 17 (4.94%) PowerShell
6 14 (4.07%) C#
7 11 (3.20%) Go
8 9 (2.62%) C
9 8 (2.33%) T-SQL
10 6 (1.74%) Data Analysis Expressions
10 6 (1.74%) Ruby
10 6 (1.74%) VBA
11 4 (1.16%) C++
11 4 (1.16%) Scala
12 2 (0.58%) JavaScript
12 2 (0.58%) MATLAB
13 1 (0.29%) Kusto Query Language
13 1 (0.29%) SOQL
Qualifications
1 80 (23.26%) Degree
2 29 (8.43%) Master's Degree
3 16 (4.65%) Computer Science Degree
4 13 (3.78%) DBS Check
5 11 (3.20%) MBA
5 11 (3.20%) Security Cleared
6 10 (2.91%) Numerate Degree
7 8 (2.33%) Azure Certification
8 7 (2.03%) SC Cleared
9 4 (1.16%) Microsoft Certification
9 4 (1.16%) PMI Certification
10 2 (0.58%) A+ Certification
10 2 (0.58%) PRINCE2 Practitioner
11 1 (0.29%) APMP
11 1 (0.29%) DV Cleared
11 1 (0.29%) MCP
11 1 (0.29%) PMP
11 1 (0.29%) SAP Certification
Quality Assurance & Compliance
1 92 (26.74%) Data Quality
2 22 (6.40%) QA
3 18 (5.23%) GDPR
4 9 (2.62%) GMP
5 5 (1.45%) IFRS
6 4 (1.16%) California Consumer Privacy Act
6 4 (1.16%) PMO
6 4 (1.16%) SLA
7 3 (0.87%) Accessibility
8 2 (0.58%) Sarbanes-Oxley
9 1 (0.29%) IFRS 9
System Software
1 8 (2.33%) Active Directory
2 4 (1.16%) Virtual Desktop
2 4 (1.16%) VMware Infrastructure
3 3 (0.87%) Hyper-V
4 1 (0.29%) Microsoft Virtual Server
4 1 (0.29%) Virtual Servers
4 1 (0.29%) VMware ESXi
Systems Management
1 1 (0.29%) FTK
1 1 (0.29%) SCCM
Vendors
1 76 (22.09%) Microsoft
2 31 (9.01%) SAP
3 30 (8.72%) Databricks
4 25 (7.27%) Salesforce
5 18 (5.23%) Google
5 18 (5.23%) Oracle
6 11 (3.20%) Alteryx
7 10 (2.91%) Informatica
8 7 (2.03%) Pega
8 7 (2.03%) VMware
9 6 (1.74%) UiPath
10 5 (1.45%) ServiceNow
11 4 (1.16%) Cognos
11 4 (1.16%) Marketo
12 3 (0.87%) Adobe
12 3 (0.87%) Embarcadero
13 2 (0.58%) Ariba
13 2 (0.58%) BMC
13 2 (0.58%) IBM
13 2 (0.58%) MicroStrategy