Data Integration
UK

The following table provides summary statistics for permanent job vacancies with a requirement for Data Integration skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Integration over the 6 months to 14 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
14 May 2024
Same period 2023 Same period 2022
Rank 334 366 420
Rank change year-on-year +32 +54 -34
Permanent jobs citing Data Integration 832 896 1,398
As % of all permanent jobs advertised in the UK 0.84% 0.89% 0.87%
As % of the Processes & Methodologies category 0.98% 0.93% 0.91%
Number of salaries quoted 521 575 723
10th Percentile £40,500 £47,500 £42,500
25th Percentile £50,625 £57,000 £52,500
Median annual salary (50th Percentile) £67,500 £70,000 £70,000
Median % change year-on-year -3.57% - +12.00%
75th Percentile £87,000 £86,250 £87,500
90th Percentile £100,000 £105,000 £97,500
UK excluding London median annual salary £58,700 £62,500 £55,750
% change year-on-year -6.08% +12.11% +6.19%

All Process and Methodology Skills
UK

Data Integration is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 84,701 95,929 153,018
As % of all permanent jobs advertised in the UK 85.52% 95.60% 95.73%
Number of salaries quoted 59,701 56,502 82,944
10th Percentile £29,000 £34,000 £33,740
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £61,180 £60,000
Median % change year-on-year -10.10% +1.97% +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% +9.38%

Data Integration
Job Vacancy Trend

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

Job vacancy trend for Data Integration in the UK

Data Integration
Salary Trend

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

Salary trend for Data Integration in the UK

Data Integration
Salary Histogram

Salary distribution for jobs citing Data Integration over the 6 months to 14 May 2024.

Salary histogram for Data Integration in the UK

Data Integration
Top 17 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Integration within the UK over the 6 months to 14 May 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 +44 788 £67,500 -3.57% 173
UK excluding London +57 438 £58,700 -6.08% 90
London +56 349 £75,000 - 85
Work from Home +103 327 £65,000 - 79
North of England +92 167 £64,000 +16.36% 30
South East +10 100 £45,000 -33.58% 16
Midlands +66 89 £62,900 -1.33% 20
North West +36 87 £63,750 +15.91% 17
West Midlands +58 73 £65,000 +4.00% 17
South West -19 46 £56,850 -16.98% 10
Yorkshire +97 40 £50,000 -25.93% 9
North East +15 40 £80,000 +53.85% 4
Scotland -61 17 £65,000 -7.14% 4
East Midlands -9 15 £45,000 -35.71% 3
East of England -26 13 £110,000 +76.00% 6
Wales +17 8 £46,780 - 1
Isle of Man - 2 £82,500 -

Data Integration
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 60 (7.21%) Apache Spark
2 39 (4.69%) SharePoint
3 28 (3.37%) Apache Airflow
4 26 (3.13%) Apache
5 21 (2.52%) SAS
6 17 (2.04%) Microsoft Exchange
7 7 (0.84%) Appian
7 7 (0.84%) Confluence
8 5 (0.60%) IIS
9 3 (0.36%) ArcGIS
9 3 (0.36%) Jupyter
10 2 (0.24%) BizTalk Server
10 2 (0.24%) Luigi
10 2 (0.24%) Mule
11 1 (0.12%) Apache Pig
11 1 (0.12%) Cloud Foundry
11 1 (0.12%) CMS
11 1 (0.12%) Oracle Workflow
Applications
1 17 (2.04%) Microsoft Excel
2 11 (1.32%) Microsoft Office
3 9 (1.08%) Microsoft PowerPoint
3 9 (1.08%) Spreadsheet
4 7 (0.84%) MS Visio
5 4 (0.48%) SPSS
6 1 (0.12%) InVision
6 1 (0.12%) Oracle Smart View
6 1 (0.12%) Sketch
6 1 (0.12%) Zeplin
Business Applications
1 21 (2.52%) Dynamics CRM
2 14 (1.68%) SAP BPC
3 5 (0.60%) Oracle ERP
3 5 (0.60%) Sage X3
3 5 (0.60%) Workday HCM
4 4 (0.48%) Salesforce CRM
4 4 (0.48%) SAP S/4HANA
4 4 (0.48%) Teamcenter
5 2 (0.24%) Dynamics NAV
5 2 (0.24%) NetSuite
5 2 (0.24%) SAP Business One
5 2 (0.24%) SAP FI-GL
5 2 (0.24%) Sparx Enterprise Architect
6 1 (0.12%) Data Workbench
6 1 (0.12%) Hyperion Planning
6 1 (0.12%) Oracle Payables
6 1 (0.12%) Oracle Receivables
6 1 (0.12%) SAP CO
6 1 (0.12%) SAP ERP
6 1 (0.12%) SAP QM
Cloud Services
1 416 (50.00%) Azure
2 273 (32.81%) AWS
3 194 (23.32%) GCP
4 126 (15.14%) Power Platform
5 72 (8.65%) Snowflake
6 56 (6.73%) Azure Data Factory
7 53 (6.37%) SaaS
8 43 (5.17%) Amazon S3
9 42 (5.05%) Microsoft 365
10 40 (4.81%) Azure DevOps
10 40 (4.81%) Serverless
11 36 (4.33%) Azure Cosmos DB
12 34 (4.09%) PowerApps
13 32 (3.85%) Matillion
14 29 (3.49%) Dynamics 365
14 29 (3.49%) Power Automate
15 24 (2.88%) Cloud Computing
15 24 (2.88%) dbt
16 21 (2.52%) AWS Lambda
17 19 (2.28%) Azure Synapse Analytics
Communications & Networking
1 18 (2.16%) Network Security
2 15 (1.80%) Firewall
2 15 (1.80%) SSL
3 5 (0.60%) 5G
3 5 (0.60%) Broadband
3 5 (0.60%) DNS
3 5 (0.60%) VPN
4 2 (0.24%) LAN
4 2 (0.24%) WAN
4 2 (0.24%) Wireless
5 1 (0.12%) PPP
5 1 (0.12%) SAN
Database & Business Intelligence
1 329 (39.54%) Data Warehouse
2 155 (18.63%) SQL Server
3 132 (15.87%) BigQuery
4 118 (14.18%) Looker
5 117 (14.06%) Power BI
6 96 (11.54%) Data Lake
7 64 (7.69%) SQL Server Integration Services
8 53 (6.37%) Elasticsearch
9 43 (5.17%) Data Mining
10 42 (5.05%) Amazon Redshift
11 40 (4.81%) Hadoop
12 35 (4.21%) Star Schema
13 33 (3.97%) Big Data
14 32 (3.85%) Delta Lake
15 30 (3.61%) Tableau
16 28 (3.37%) Azure SQL Database
17 25 (3.00%) SQL Server Analysis Services
17 25 (3.00%) SQL Server Reporting Services
18 24 (2.88%) Data Vault
19 23 (2.76%) Apache Ignite
Development Applications
1 35 (4.21%) JIRA
2 33 (3.97%) GitLab
3 24 (2.88%) Git
4 16 (1.92%) Jenkins
5 6 (0.72%) ERwin
5 6 (0.72%) SQL Server Management Studio (SSMS)
5 6 (0.72%) TeamCity
6 5 (0.60%) Bitbucket
6 5 (0.60%) ER Studio
6 5 (0.60%) Oracle Forms
7 4 (0.48%) Atlassian Bamboo
7 4 (0.48%) IBM UrbanCode
General
1 267 (32.09%) Analytical Skills
2 214 (25.72%) Social Skills
3 168 (20.19%) Finance
4 83 (9.98%) Legal
5 58 (6.97%) Banking
6 43 (5.17%) Inclusion and Diversity
7 28 (3.37%) Law
7 28 (3.37%) Retail
8 27 (3.25%) Presentation Skills
9 21 (2.52%) Public Sector
10 16 (1.92%) Games
10 16 (1.92%) Manufacturing
11 13 (1.56%) Local Government
11 13 (1.56%) Marketing
12 9 (1.08%) Financial Institution
12 9 (1.08%) Organisational Skills
13 7 (0.84%) Influencing Skills
14 4 (0.48%) Documentation Skills
14 4 (0.48%) Music Industry
14 4 (0.48%) Telecoms
Job Titles
1 242 (29.09%) Architect
2 227 (27.28%) Data Engineer
3 173 (20.79%) Data Architect
4 128 (15.38%) Senior
5 80 (9.62%) Developer
6 61 (7.33%) Lead
7 53 (6.37%) Analyst
8 46 (5.53%) Solutions Architect
9 38 (4.57%) Senior Data Engineer
10 37 (4.45%) Consultant
11 30 (3.61%) Senior Architect
12 29 (3.49%) Business Intelligence Developer
13 27 (3.25%) Power BI Developer
13 27 (3.25%) Product Manager
14 26 (3.13%) Integration Engineer
15 24 (2.88%) Cloud Architect
15 24 (2.88%) Data Analyst
15 24 (2.88%) Data Integration Engineer
16 23 (2.76%) IT Architect
17 21 (2.52%) Lead Data Engineer
Libraries, Frameworks & Software Standards
1 55 (6.61%) PySpark
2 34 (4.09%) Kafka
3 24 (2.88%) .NET
4 12 (1.44%) Web Services
5 11 (1.32%) Oracle Fusion
5 11 (1.32%) RESTful
6 9 (1.08%) JSON
7 8 (0.96%) HTML
7 8 (0.96%) React
8 7 (0.84%) GraphQL
9 6 (0.72%) Catalyst
9 6 (0.72%) CSS
9 6 (0.72%) RabbitMQ
9 6 (0.72%) REST
9 6 (0.72%) XML
10 5 (0.60%) ADO
10 5 (0.60%) ASP.NET
10 5 (0.60%) SOAP
10 5 (0.60%) Spring
11 4 (0.48%) Itk
Miscellaneous
1 156 (18.75%) Self-Motivation
2 117 (14.06%) Data Structures
3 70 (8.41%) Algorithms
4 65 (7.81%) Management Information System
5 35 (4.21%) Product Ownership
6 34 (4.09%) Reinsurance
7 30 (3.61%) Public Cloud
8 16 (1.92%) Cloud Native
9 15 (1.80%) Legacy Systems
10 14 (1.68%) Client/Server
11 13 (1.56%) IoT
11 13 (1.56%) Online Games
12 12 (1.44%) Low-Code
13 11 (1.32%) Onboarding
14 10 (1.20%) Blog
14 10 (1.20%) Distributed Systems
15 8 (0.96%) Enterprise Software
16 7 (0.84%) Mobile App
17 6 (0.72%) Analytical Mindset
17 6 (0.72%) Hybrid Cloud
Operating Systems
1 13 (1.56%) Windows
2 7 (0.84%) Windows Server
3 4 (0.48%) Linux
3 4 (0.48%) Unix
4 3 (0.36%) Windows 10
5 1 (0.12%) AIX
5 1 (0.12%) Windows Server 2019
Processes & Methodologies
1 469 (56.37%) ETL
2 421 (50.60%) Data Modelling
3 332 (39.90%) Problem-Solving
4 254 (30.53%) Data Governance
5 252 (30.29%) Analytics
6 251 (30.17%) Data Engineering
7 222 (26.68%) Agile
8 209 (25.12%) Data Architecture
9 184 (22.12%) Business Intelligence
10 176 (21.15%) Visualisation
11 171 (20.55%) Data Management
12 169 (20.31%) Mentoring
13 148 (17.79%) Data Visualisation
14 142 (17.07%) Data Security
15 139 (16.71%) Data Pipeline
16 133 (15.99%) Data Analysis
17 129 (15.50%) Data Strategy
18 124 (14.90%) Innovative Thinking
19 121 (14.54%) Platform Engineering
20 115 (13.82%) Data Analytics
Programming Languages
1 346 (41.59%) SQL
2 226 (27.16%) Python
3 36 (4.33%) C#
4 35 (4.21%) Java
5 25 (3.00%) Data Analysis Expressions
6 24 (2.88%) T-SQL
7 21 (2.52%) JavaScript
7 21 (2.52%) R
8 19 (2.28%) PowerShell
9 13 (1.56%) PL/SQL
10 8 (0.96%) C++
10 8 (0.96%) SAS Macro
10 8 (0.96%) Scala
11 7 (0.84%) Go
11 7 (0.84%) Perl
12 6 (0.72%) C
13 4 (0.48%) Kusto Query Language
13 4 (0.48%) MATLAB
14 2 (0.24%) VB
14 2 (0.24%) VB.NET
Qualifications
1 180 (21.63%) Degree
2 63 (7.57%) Computer Science Degree
3 43 (5.17%) Master's Degree
4 37 (4.45%) Security Cleared
5 28 (3.37%) SC Cleared
6 17 (2.04%) Microsoft Certification
7 14 (1.68%) DV Cleared
8 12 (1.44%) DBS Check
9 11 (1.32%) MBA
10 10 (1.20%) AWS Certification
11 9 (1.08%) Numerate Degree
12 8 (0.96%) Azure Certification
13 6 (0.72%) AWS Certified Solutions Architect
13 6 (0.72%) BPSS Clearance
13 6 (0.72%) CSPO
13 6 (0.72%) IIBA
13 6 (0.72%) PMI Certification
14 3 (0.36%) PMP
15 2 (0.24%) ITIL Certification
15 2 (0.24%) MCP
Quality Assurance & Compliance
1 276 (33.17%) Data Quality
2 118 (14.18%) GDPR
3 46 (5.53%) QA
4 16 (1.92%) Accessibility
5 4 (0.48%) SLA
5 4 (0.48%) Solvency II
6 3 (0.36%) ISO/IEC 27001
7 2 (0.24%) California Consumer Privacy Act
8 1 (0.12%) Actionable Recommendations
8 1 (0.12%) HIPAA
8 1 (0.12%) ISO 20022
System Software
1 20 (2.40%) Active Directory
2 13 (1.56%) Docker
3 4 (0.48%) Virtual Desktop
4 2 (0.24%) Virtual Machines
4 2 (0.24%) vSphere
5 1 (0.12%) Apache Flume
5 1 (0.12%) HDFS
5 1 (0.12%) Hyper-V
5 1 (0.12%) Microsoft Virtual Server
5 1 (0.12%) Virtual Servers
5 1 (0.12%) VMware ESXi
5 1 (0.12%) VMware Infrastructure
Systems Management
1 17 (2.04%) Kubernetes
2 16 (1.92%) Terraform
3 5 (0.60%) logstash
4 1 (0.12%) Control-M
4 1 (0.12%) FTK
4 1 (0.12%) Oracle Identity Management
4 1 (0.12%) SCCM
Vendors
1 173 (20.79%) Microsoft
2 169 (20.31%) Google
3 84 (10.10%) Databricks
4 78 (9.38%) Oracle
5 47 (5.65%) Informatica
6 34 (4.09%) SAP
7 20 (2.40%) Salesforce
8 13 (1.56%) ServiceNow
9 10 (1.20%) MuleSoft
10 7 (0.84%) Alteryx
10 7 (0.84%) Sage
11 5 (0.60%) Automation Anywhere
11 5 (0.60%) IBM
11 5 (0.60%) iManage
11 5 (0.60%) Virgin Media
11 5 (0.60%) Workday
12 4 (0.48%) Anaplan
12 4 (0.48%) Cisco
12 4 (0.48%) Intapp
12 4 (0.48%) Splunk