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

6 months to
23 May 2024
Same period 2023 Same period 2022
Rank 338 354 414
Rank change year-on-year +16 +60 -38
Permanent jobs citing Data Integration 823 930 1,441
As % of all permanent jobs advertised in the UK 0.82% 0.94% 0.88%
As % of the Processes & Methodologies category 0.96% 0.99% 0.92%
Number of salaries quoted 518 564 719
10th Percentile £40,000 £47,500 £42,500
25th Percentile £50,063 £56,250 £52,548
Median annual salary (50th Percentile) £66,051 £70,000 £70,000
Median % change year-on-year -5.64% - +8.53%
75th Percentile £86,250 £87,500 £88,750
90th Percentile £99,125 £105,000 £97,500
UK excluding London median annual salary £56,500 £65,000 £55,750
% change year-on-year -13.08% +16.59% +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 85,549 94,155 156,986
As % of all permanent jobs advertised in the UK 84.76% 95.59% 95.83%
Number of salaries quoted 60,063 55,401 82,663
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% +10.53%

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 23 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 23 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 +34 778 £67,500 -3.57% 185
UK excluding London +42 437 £56,500 -13.08% 102
London +55 343 £75,000 - 96
Work from Home +96 327 £65,000 - 82
North of England +77 167 £64,000 +16.36% 42
South East +11 100 £45,000 -33.58% 9
Midlands +48 90 £60,800 -4.63% 21
North West +22 88 £60,000 +9.09% 29
West Midlands +58 73 £65,000 +4.00% 18
South West -18 44 £53,875 -22.42% 9
North East +11 40 £80,000 +53.85% 3
Yorkshire +82 39 £50,000 -25.93% 10
Scotland -67 17 £65,000 -7.14% 12
East Midlands -1 15 £45,000 -35.71% 3
East of England -24 13 £110,000 +76.00% 3
Wales +11 8 £46,780 - 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 55 (6.68%) Apache Spark
2 38 (4.62%) SharePoint
3 28 (3.40%) Apache Airflow
4 26 (3.16%) Apache
5 21 (2.55%) SAS
6 17 (2.07%) Microsoft Exchange
7 9 (1.09%) Confluence
8 7 (0.85%) Appian
9 4 (0.49%) IIS
10 3 (0.36%) ArcGIS
10 3 (0.36%) Jupyter
11 2 (0.24%) BizTalk Server
11 2 (0.24%) Luigi
12 1 (0.12%) Apache Pig
12 1 (0.12%) Cloud Foundry
12 1 (0.12%) CMS
12 1 (0.12%) Mule
12 1 (0.12%) Oracle Workflow
Applications
1 18 (2.19%) Microsoft Excel
2 10 (1.22%) Microsoft Office
2 10 (1.22%) Microsoft PowerPoint
3 9 (1.09%) Spreadsheet
4 7 (0.85%) MS Visio
5 4 (0.49%) 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 20 (2.43%) Dynamics CRM
2 14 (1.70%) SAP BPC
3 5 (0.61%) Oracle ERP
3 5 (0.61%) Sage X3
3 5 (0.61%) Workday HCM
4 4 (0.49%) Salesforce CRM
4 4 (0.49%) SAP S/4HANA
4 4 (0.49%) 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%) HFM
6 1 (0.12%) Hyperion Planning
6 1 (0.12%) SAP CO
6 1 (0.12%) SAP ERP
6 1 (0.12%) SAP FI/CO
6 1 (0.12%) SAP FI-GL
6 1 (0.12%) SAP QM
Cloud Services
1 413 (50.18%) Azure
2 263 (31.96%) AWS
3 183 (22.24%) GCP
4 126 (15.31%) Power Platform
5 72 (8.75%) Snowflake
6 54 (6.56%) Azure Data Factory
7 51 (6.20%) SaaS
8 42 (5.10%) Microsoft 365
9 40 (4.86%) Azure DevOps
10 38 (4.62%) Amazon S3
11 36 (4.37%) Azure Cosmos DB
11 36 (4.37%) Serverless
12 34 (4.13%) PowerApps
13 32 (3.89%) Matillion
14 30 (3.65%) Power Automate
15 29 (3.52%) Dynamics 365
16 24 (2.92%) Cloud Computing
16 24 (2.92%) dbt
17 20 (2.43%) Azure Synapse Analytics
18 16 (1.94%) AWS Lambda
Communications & Networking
1 18 (2.19%) Network Security
2 15 (1.82%) Firewall
2 15 (1.82%) SSL
3 5 (0.61%) 5G
3 5 (0.61%) Broadband
3 5 (0.61%) DNS
3 5 (0.61%) 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
1 324 (39.37%) Data Warehouse
2 151 (18.35%) SQL Server
3 132 (16.04%) BigQuery
4 118 (14.34%) Power BI
5 117 (14.22%) Looker
6 94 (11.42%) Data Lake
7 66 (8.02%) SQL Server Integration Services
8 48 (5.83%) Elasticsearch
9 37 (4.50%) Amazon Redshift
9 37 (4.50%) Data Mining
10 35 (4.25%) Hadoop
10 35 (4.25%) Star Schema
11 34 (4.13%) Big Data
12 33 (4.01%) Delta Lake
13 29 (3.52%) Tableau
14 27 (3.28%) Azure SQL Database
15 26 (3.16%) SQL Server Analysis Services
15 26 (3.16%) SQL Server Reporting Services
16 24 (2.92%) Data Vault
17 23 (2.79%) Relational Database
Development Applications
1 37 (4.50%) JIRA
2 33 (4.01%) GitLab
3 22 (2.67%) Git
4 15 (1.82%) Jenkins
5 6 (0.73%) ERwin
5 6 (0.73%) SQL Server Management Studio (SSMS)
6 5 (0.61%) Bitbucket
6 5 (0.61%) ER Studio
6 5 (0.61%) TeamCity
7 4 (0.49%) Atlassian Bamboo
8 3 (0.36%) Oracle Forms
9 2 (0.24%) IBM UrbanCode
10 1 (0.12%) NUnit
General
1 263 (31.96%) Analytical Skills
2 214 (26.00%) Social Skills
3 165 (20.05%) Finance
4 82 (9.96%) Legal
5 55 (6.68%) Banking
6 42 (5.10%) Inclusion and Diversity
7 28 (3.40%) Law
7 28 (3.40%) Retail
8 27 (3.28%) Presentation Skills
9 20 (2.43%) Public Sector
10 16 (1.94%) Games
11 15 (1.82%) Manufacturing
12 13 (1.58%) Local Government
13 12 (1.46%) Marketing
14 9 (1.09%) Financial Institution
14 9 (1.09%) Organisational Skills
15 5 (0.61%) Influencing Skills
16 4 (0.49%) Music Industry
17 3 (0.36%) Back Office
17 3 (0.36%) Telecoms
Job Titles
1 236 (28.68%) Architect
2 225 (27.34%) Data Engineer
3 173 (21.02%) Data Architect
4 123 (14.95%) Senior
5 79 (9.60%) Developer
6 61 (7.41%) Lead
7 52 (6.32%) Analyst
8 46 (5.59%) Solutions Architect
9 39 (4.74%) Senior Data Engineer
10 35 (4.25%) Consultant
11 28 (3.40%) Integration Engineer
11 28 (3.40%) Product Manager
12 27 (3.28%) Business Intelligence Developer
12 27 (3.28%) Senior Architect
13 26 (3.16%) Data Integration Engineer
14 24 (2.92%) Power BI Developer
15 23 (2.79%) Data Analyst
16 22 (2.67%) Lead Data Engineer
17 20 (2.43%) AWS Engineer
18 18 (2.19%) Cloud Architect
Libraries, Frameworks & Software Standards
1 55 (6.68%) PySpark
2 28 (3.40%) Kafka
3 24 (2.92%) .NET
4 12 (1.46%) Web Services
5 9 (1.09%) RESTful
6 8 (0.97%) HTML
6 8 (0.97%) JSON
6 8 (0.97%) Oracle Fusion
6 8 (0.97%) React
7 7 (0.85%) GraphQL
8 6 (0.73%) Catalyst
8 6 (0.73%) CSS
8 6 (0.73%) REST
8 6 (0.73%) XML
9 5 (0.61%) ADO
9 5 (0.61%) ASP.NET
9 5 (0.61%) RabbitMQ
9 5 (0.61%) SOAP
10 4 (0.49%) Itk
10 4 (0.49%) Pandas
Miscellaneous
1 156 (18.96%) Self-Motivation
2 116 (14.09%) Data Structures
3 70 (8.51%) Algorithms
4 67 (8.14%) Management Information System
5 35 (4.25%) Product Ownership
5 35 (4.25%) Reinsurance
6 30 (3.65%) Public Cloud
7 18 (2.19%) Legacy Systems
8 16 (1.94%) Cloud Native
9 14 (1.70%) Client/Server
10 13 (1.58%) IoT
10 13 (1.58%) Online Games
11 12 (1.46%) Low-Code
11 12 (1.46%) Onboarding
12 10 (1.22%) Blog
12 10 (1.22%) Distributed Systems
13 8 (0.97%) Enterprise Software
14 7 (0.85%) Mobile App
15 6 (0.73%) Analytical Mindset
15 6 (0.73%) Team-Oriented Environment
Operating Systems
1 12 (1.46%) Windows
2 6 (0.73%) Windows Server
3 4 (0.49%) Linux
3 4 (0.49%) Unix
4 3 (0.36%) Windows 10
5 1 (0.12%) AIX
5 1 (0.12%) Windows Server 2019
Processes & Methodologies
1 460 (55.89%) ETL
2 412 (50.06%) Data Modelling
3 335 (40.70%) Problem-Solving
4 253 (30.74%) Data Engineering
5 252 (30.62%) Analytics
6 250 (30.38%) Data Governance
7 216 (26.25%) Agile
8 213 (25.88%) Data Architecture
9 182 (22.11%) Business Intelligence
10 172 (20.90%) Data Management
11 169 (20.53%) Visualisation
12 166 (20.17%) Mentoring
13 143 (17.38%) Data Visualisation
14 142 (17.25%) Data Pipeline
15 141 (17.13%) Data Security
16 130 (15.80%) Data Analysis
17 126 (15.31%) Data Strategy
18 122 (14.82%) Innovative Thinking
19 121 (14.70%) Platform Engineering
20 116 (14.09%) Data Analytics
Programming Languages
1 339 (41.19%) SQL
2 220 (26.73%) Python
3 36 (4.37%) Java
4 35 (4.25%) C#
5 24 (2.92%) Data Analysis Expressions
5 24 (2.92%) T-SQL
6 22 (2.67%) JavaScript
7 21 (2.55%) R
8 16 (1.94%) PowerShell
9 12 (1.46%) PL/SQL
10 9 (1.09%) Scala
11 8 (0.97%) C++
11 8 (0.97%) SAS Macro
12 7 (0.85%) Go
12 7 (0.85%) Perl
13 6 (0.73%) C
14 4 (0.49%) MATLAB
15 3 (0.36%) Kusto Query Language
16 2 (0.24%) SOQL
16 2 (0.24%) VB
Qualifications
1 180 (21.87%) Degree
2 66 (8.02%) Computer Science Degree
3 45 (5.47%) Master's Degree
4 34 (4.13%) Security Cleared
5 25 (3.04%) SC Cleared
6 16 (1.94%) Microsoft Certification
7 14 (1.70%) DV Cleared
8 12 (1.46%) DBS Check
9 11 (1.34%) MBA
10 9 (1.09%) Numerate Degree
11 8 (0.97%) AWS Certification
11 8 (0.97%) PMI Certification
12 7 (0.85%) AWS Certified Solutions Architect
13 6 (0.73%) BPSS Clearance
13 6 (0.73%) CSPO
13 6 (0.73%) IIBA
14 5 (0.61%) Azure Certification
15 3 (0.36%) PMP
16 2 (0.24%) ITIL Certification
16 2 (0.24%) MCP
Quality Assurance & Compliance
1 278 (33.78%) Data Quality
2 120 (14.58%) GDPR
3 46 (5.59%) QA
4 16 (1.94%) Accessibility
5 4 (0.49%) California Consumer Privacy Act
5 4 (0.49%) Solvency II
6 3 (0.36%) ISO/IEC 27001
6 3 (0.36%) SLA
7 1 (0.12%) Actionable Recommendations
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 (2.55%) Active Directory
2 11 (1.34%) Docker
3 4 (0.49%) 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 18 (2.19%) Kubernetes
1 18 (2.19%) Terraform
2 5 (0.61%) logstash
3 1 (0.12%) Control-M
3 1 (0.12%) FTK
3 1 (0.12%) SCCM
Vendors
1 165 (20.05%) Microsoft
2 160 (19.44%) Google
3 84 (10.21%) Databricks
4 74 (8.99%) Oracle
5 47 (5.71%) Informatica
6 32 (3.89%) SAP
7 20 (2.43%) Salesforce
8 13 (1.58%) ServiceNow
9 10 (1.22%) MuleSoft
10 7 (0.85%) Alteryx
10 7 (0.85%) Sage
11 5 (0.61%) Automation Anywhere
11 5 (0.61%) iManage
11 5 (0.61%) Virgin Media
11 5 (0.61%) Workday
12 4 (0.49%) Anaplan
12 4 (0.49%) Cisco
12 4 (0.49%) IBM
12 4 (0.49%) Intapp
12 4 (0.49%) Splunk