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 28 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
28 May 2024
Same period 2023 Same period 2022
Rank 348 351 415
Rank change year-on-year +3 +64 -37
Permanent jobs citing Data Integration 829 918 1,455
As % of all permanent jobs advertised in the UK 0.81% 0.94% 0.87%
As % of the Processes & Methodologies category 0.96% 0.99% 0.91%
Number of salaries quoted 519 557 719
10th Percentile £40,400 £47,500 £42,500
25th Percentile £50,625 £56,856 £52,875
Median annual salary (50th Percentile) £67,500 £70,000 £70,000
Median % change year-on-year -3.57% - +7.69%
75th Percentile £86,250 £87,500 £89,375
90th Percentile £99,000 £105,000 £100,000
UK excluding London median annual salary £58,700 £65,000 £55,875
% change year-on-year -9.69% +16.33% +6.43%

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 86,445 93,025 160,114
As % of all permanent jobs advertised in the UK 84.24% 95.56% 95.90%
Number of salaries quoted 60,550 54,985 83,280
10th Percentile £29,250 £34,000 £33,500
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £61,000 £60,000
Median % change year-on-year -9.84% +1.67% +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 28 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 28 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 +27 783 £67,500 -3.57% 203
UK excluding London +42 442 £58,700 -9.69% 109
London +57 344 £75,000 -3.23% 107
Work from Home +112 330 £65,000 - 95
North of England +84 172 £64,000 +12.07% 43
South East +4 100 £45,000 -33.58% 13
North West +33 92 £60,000 +5.07% 28
Midlands +52 91 £61,450 -8.96% 20
West Midlands +61 74 £65,000 - 18
South West -31 42 £52,750 -24.04% 10
Yorkshire +82 40 £50,000 -30.77% 9
North East +11 40 £80,000 +53.85% 6
Scotland -63 19 £65,000 -7.14% 14
East Midlands -10 15 £45,000 -35.71% 2
East of England -36 13 £110,000 +76.00% 7
Wales +4 7 £47,500 - 2
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 57 (6.88%) Apache Spark
2 39 (4.70%) SharePoint
3 28 (3.38%) Apache Airflow
4 27 (3.26%) Apache
5 21 (2.53%) SAS
6 17 (2.05%) Microsoft Exchange
7 9 (1.09%) Confluence
8 7 (0.84%) Appian
9 3 (0.36%) ArcGIS
9 3 (0.36%) IIS
9 3 (0.36%) Jupyter
10 2 (0.24%) BizTalk Server
10 2 (0.24%) Luigi
11 1 (0.12%) Apache Pig
11 1 (0.12%) Apache Pulsar
11 1 (0.12%) Cloud Foundry
11 1 (0.12%) CMS
11 1 (0.12%) Mule
11 1 (0.12%) Oracle Workflow
Applications
1 17 (2.05%) Microsoft Excel
2 10 (1.21%) Microsoft PowerPoint
3 9 (1.09%) Microsoft Office
3 9 (1.09%) 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 19 (2.29%) Dynamics CRM
2 14 (1.69%) 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%) Sparx Enterprise Architect
6 1 (0.12%) Cognos Controller
6 1 (0.12%) Data Workbench
6 1 (0.12%) HFM
6 1 (0.12%) Hyperion Planning
6 1 (0.12%) IBM Planning Analytics
6 1 (0.12%) Oracle Payables
6 1 (0.12%) Oracle Receivables
6 1 (0.12%) SAP ERP
Cloud Services
1 414 (49.94%) Azure
2 264 (31.85%) AWS
3 181 (21.83%) GCP
4 126 (15.20%) Power Platform
5 72 (8.69%) Snowflake
6 54 (6.51%) Azure Data Factory
7 50 (6.03%) SaaS
8 42 (5.07%) Microsoft 365
9 38 (4.58%) Azure DevOps
10 37 (4.46%) Amazon S3
11 36 (4.34%) Azure Cosmos DB
11 36 (4.34%) Serverless
12 34 (4.10%) PowerApps
13 32 (3.86%) Matillion
14 30 (3.62%) Power Automate
15 29 (3.50%) Dynamics 365
16 24 (2.90%) dbt
17 23 (2.77%) Cloud Computing
18 22 (2.65%) Azure Synapse Analytics
19 17 (2.05%) OCI
Communications & Networking
1 18 (2.17%) Network Security
2 15 (1.81%) Firewall
2 15 (1.81%) 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
1 328 (39.57%) Data Warehouse
2 149 (17.97%) SQL Server
3 131 (15.80%) BigQuery
4 118 (14.23%) Power BI
5 117 (14.11%) Looker
6 95 (11.46%) Data Lake
7 68 (8.20%) SQL Server Integration Services
8 48 (5.79%) Elasticsearch
9 37 (4.46%) Amazon Redshift
10 36 (4.34%) Data Mining
10 36 (4.34%) Hadoop
11 35 (4.22%) Big Data
11 35 (4.22%) Star Schema
12 32 (3.86%) Delta Lake
13 28 (3.38%) Azure SQL Database
13 28 (3.38%) SQL Server Analysis Services
13 28 (3.38%) SQL Server Reporting Services
13 28 (3.38%) Tableau
14 23 (2.77%) Data Vault
14 23 (2.77%) Relational Database
Development Applications
1 36 (4.34%) JIRA
2 34 (4.10%) GitLab
3 20 (2.41%) Git
4 13 (1.57%) Jenkins
5 6 (0.72%) ERwin
5 6 (0.72%) SQL Server Management Studio (SSMS)
6 5 (0.60%) Bitbucket
6 5 (0.60%) ER Studio
7 4 (0.48%) Atlassian Bamboo
7 4 (0.48%) TeamCity
8 1 (0.12%) NUnit
8 1 (0.12%) Oracle Forms
General
1 262 (31.60%) Analytical Skills
2 215 (25.93%) Social Skills
3 167 (20.14%) Finance
4 83 (10.01%) Legal
5 54 (6.51%) Banking
6 42 (5.07%) Inclusion and Diversity
7 34 (4.10%) Law
8 28 (3.38%) Retail
9 26 (3.14%) Presentation Skills
10 20 (2.41%) Public Sector
11 16 (1.93%) Games
12 15 (1.81%) Manufacturing
13 13 (1.57%) Local Government
14 11 (1.33%) Marketing
15 9 (1.09%) Financial Institution
15 9 (1.09%) Organisational Skills
16 4 (0.48%) Influencing Skills
16 4 (0.48%) Music Industry
17 3 (0.36%) Back Office
17 3 (0.36%) Telecoms
Job Titles
1 240 (28.95%) Architect
2 225 (27.14%) Data Engineer
3 176 (21.23%) Data Architect
4 122 (14.72%) Senior
5 84 (10.13%) Developer
6 62 (7.48%) Lead
7 51 (6.15%) Analyst
8 46 (5.55%) Solutions Architect
9 39 (4.70%) Senior Data Engineer
10 32 (3.86%) Consultant
11 28 (3.38%) Product Manager
12 27 (3.26%) Business Intelligence Developer
12 27 (3.26%) Integration Engineer
12 27 (3.26%) Senior Architect
13 25 (3.02%) Data Integration Engineer
14 23 (2.77%) Data Analyst
14 23 (2.77%) Power BI Developer
15 22 (2.65%) Lead Data Engineer
16 20 (2.41%) AWS Engineer
16 20 (2.41%) Data Manager
Libraries, Frameworks & Software Standards
1 54 (6.51%) PySpark
2 30 (3.62%) Kafka
3 23 (2.77%) .NET
4 18 (2.17%) Web Services
5 11 (1.33%) Oracle Fusion
6 10 (1.21%) RESTful
7 8 (0.97%) HTML
7 8 (0.97%) React
8 7 (0.84%) GraphQL
8 7 (0.84%) XML
9 6 (0.72%) Catalyst
9 6 (0.72%) CSS
9 6 (0.72%) JSON
10 5 (0.60%) ADO
10 5 (0.60%) ASP.NET
10 5 (0.60%) RabbitMQ
11 4 (0.48%) Pandas
11 4 (0.48%) REST
11 4 (0.48%) SOAP
11 4 (0.48%) Spring
Miscellaneous
1 155 (18.70%) Self-Motivation
2 115 (13.87%) Data Structures
3 71 (8.56%) Algorithms
4 67 (8.08%) Management Information System
5 36 (4.34%) Reinsurance
6 35 (4.22%) Product Ownership
7 30 (3.62%) Public Cloud
8 18 (2.17%) Legacy Systems
9 17 (2.05%) Cloud Native
10 14 (1.69%) Client/Server
11 13 (1.57%) IoT
11 13 (1.57%) Online Games
12 12 (1.45%) Low-Code
12 12 (1.45%) Onboarding
13 10 (1.21%) Blog
13 10 (1.21%) Distributed Systems
14 8 (0.97%) Enterprise Software
15 7 (0.84%) Mobile App
16 6 (0.72%) Analytical Mindset
16 6 (0.72%) Reference Data
Operating Systems
1 11 (1.33%) Windows
2 5 (0.60%) 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
1 456 (55.01%) ETL
2 416 (50.18%) Data Modelling
3 338 (40.77%) Problem-Solving
4 254 (30.64%) Data Engineering
5 252 (30.40%) Analytics
6 250 (30.16%) Data Governance
7 218 (26.30%) Data Architecture
8 213 (25.69%) Agile
9 184 (22.20%) Business Intelligence
10 172 (20.75%) Data Management
11 169 (20.39%) Visualisation
12 168 (20.27%) Mentoring
13 148 (17.85%) Data Pipeline
14 145 (17.49%) Data Security
15 142 (17.13%) Data Visualisation
16 128 (15.44%) Data Analysis
16 128 (15.44%) Data Strategy
17 121 (14.60%) Platform Engineering
18 119 (14.35%) Innovative Thinking
19 116 (13.99%) Data Analytics
Programming Languages
1 340 (41.01%) SQL
2 219 (26.42%) Python
3 37 (4.46%) Java
4 34 (4.10%) C#
5 23 (2.77%) Data Analysis Expressions
5 23 (2.77%) T-SQL
6 22 (2.65%) JavaScript
7 21 (2.53%) R
8 15 (1.81%) PowerShell
9 12 (1.45%) PL/SQL
10 9 (1.09%) Scala
11 8 (0.97%) C++
11 8 (0.97%) SAS Macro
12 7 (0.84%) Go
12 7 (0.84%) Perl
13 6 (0.72%) C
14 4 (0.48%) MATLAB
15 3 (0.36%) Kusto Query Language
16 2 (0.24%) VB
16 2 (0.24%) VB.NET
Qualifications
1 179 (21.59%) Degree
2 67 (8.08%) Computer Science Degree
3 46 (5.55%) Master's Degree
4 33 (3.98%) Security Cleared
5 25 (3.02%) SC Cleared
6 16 (1.93%) Microsoft Certification
7 14 (1.69%) DV Cleared
8 11 (1.33%) DBS Check
8 11 (1.33%) MBA
9 9 (1.09%) Numerate Degree
10 8 (0.97%) AWS Certification
10 8 (0.97%) PMI Certification
11 7 (0.84%) AWS Certified Solutions Architect
12 6 (0.72%) CSPO
12 6 (0.72%) IIBA
13 5 (0.60%) BPSS Clearance
14 4 (0.48%) Azure Certification
15 3 (0.36%) PMP
16 2 (0.24%) Cisco Certification
16 2 (0.24%) ITIL Certification
Quality Assurance & Compliance
1 283 (34.14%) Data Quality
2 120 (14.48%) GDPR
3 47 (5.67%) QA
4 16 (1.93%) Accessibility
5 4 (0.48%) California Consumer Privacy Act
5 4 (0.48%) Solvency II
6 3 (0.36%) ISO/IEC 27001
6 3 (0.36%) SLA
7 1 (0.12%) HIPAA
7 1 (0.12%) ISO 20022
7 1 (0.12%) PMO
7 1 (0.12%) Software Quality Assurance
System Software
1 21 (2.53%) Active Directory
2 11 (1.33%) Docker
3 4 (0.48%) Virtual Desktop
4 2 (0.24%) HDFS
4 2 (0.24%) Virtual Machines
4 2 (0.24%) vSphere
5 1 (0.12%) Apache Flume
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 20 (2.41%) Kubernetes
2 18 (2.17%) Terraform
3 5 (0.60%) logstash
4 1 (0.12%) Control-M
4 1 (0.12%) FTK
4 1 (0.12%) SCCM
Vendors
1 167 (20.14%) Microsoft
2 158 (19.06%) Google
3 82 (9.89%) Databricks
4 76 (9.17%) Oracle
5 47 (5.67%) Informatica
6 31 (3.74%) SAP
7 20 (2.41%) Salesforce
8 13 (1.57%) ServiceNow
9 9 (1.09%) MuleSoft
10 7 (0.84%) Alteryx
10 7 (0.84%) Sage
11 5 (0.60%) Automation Anywhere
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%) IBM
12 4 (0.48%) Intapp
12 4 (0.48%) Splunk