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

6 months to
9 May 2024
Same period 2023 Same period 2022
Rank 338 368 415
Rank change year-on-year +30 +47 -33
Permanent jobs citing Data Integration 836 908 1,364
As % of all permanent jobs advertised in the UK 0.84% 0.90% 0.87%
As % of the Processes & Methodologies category 0.99% 0.94% 0.91%
Number of salaries quoted 527 581 715
10th Percentile £41,250 £47,500 £42,500
25th Percentile £50,625 £56,381 £52,500
Median annual salary (50th Percentile) £66,500 £70,000 £70,000
Median % change year-on-year -5.00% - +12.00%
75th Percentile £87,000 £86,250 £86,250
90th Percentile £100,000 £105,000 £96,250
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 84,809 96,894 150,102
As % of all permanent jobs advertised in the UK 85.57% 95.61% 95.67%
Number of salaries quoted 59,843 56,945 82,179
10th Percentile £29,000 £34,000 £33,500
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 £96,550
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 9 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 9 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 +57 792 £67,500 -3.57% 168
UK excluding London +46 434 £58,700 -6.08% 73
London +62 357 £75,000 - 95
Work from Home +99 324 £65,000 - 82
North of England +109 168 £64,000 +16.36% 26
South East -2 97 £45,000 -33.46% 15
Midlands +48 88 £62,500 - 16
North West +44 87 £63,750 +19.16% 18
West Midlands +60 71 £65,000 +13.54% 14
South West -19 45 £58,700 -14.27% 10
North East +16 41 £77,500 +49.04%
Yorkshire +99 40 £50,000 -25.93% 8
Scotland -72 17 £65,000 -1.52% 4
East Midlands -7 16 £46,250 -33.93% 2
East of England -14 13 £110,000 +76.00% 3
Wales +7 8 £46,780 -1.52%
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 61 (7.30%) Apache Spark
2 39 (4.67%) SharePoint
3 28 (3.35%) Apache Airflow
4 26 (3.11%) Apache
5 21 (2.51%) SAS
6 18 (2.15%) Microsoft Exchange
7 7 (0.84%) Appian
7 7 (0.84%) Confluence
8 6 (0.72%) IIS
9 3 (0.36%) ArcGIS
9 3 (0.36%) Jupyter
10 2 (0.24%) Luigi
10 2 (0.24%) Mule
11 1 (0.12%) Apache Pig
11 1 (0.12%) BizTalk Server
11 1 (0.12%) Cloud Foundry
11 1 (0.12%) CMS
Applications
1 16 (1.91%) Microsoft Excel
2 12 (1.44%) Microsoft Office
3 9 (1.08%) Spreadsheet
4 8 (0.96%) Microsoft PowerPoint
5 7 (0.84%) MS Visio
6 4 (0.48%) SPSS
7 1 (0.12%) InVision
7 1 (0.12%) Oracle Smart View
7 1 (0.12%) Sketch
7 1 (0.12%) Zeplin
Business Applications
1 22 (2.63%) Dynamics CRM
2 14 (1.67%) 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%) SAP Business One
5 2 (0.24%) SAP FI-GL
5 2 (0.24%) Sparx Enterprise Architect
6 1 (0.12%) Cognos Controller
6 1 (0.12%) Data Workbench
6 1 (0.12%) Dynamics NAV
6 1 (0.12%) Hyperion Planning
6 1 (0.12%) NetSuite
6 1 (0.12%) Oracle Payables
6 1 (0.12%) Oracle Receivables
6 1 (0.12%) SAP ERP
6 1 (0.12%) SAP FI/CO
Cloud Services
1 416 (49.76%) Azure
2 272 (32.54%) AWS
3 194 (23.21%) GCP
4 126 (15.07%) Power Platform
5 72 (8.61%) Snowflake
6 60 (7.18%) Azure Data Factory
7 53 (6.34%) SaaS
8 43 (5.14%) Azure DevOps
9 42 (5.02%) Amazon S3
10 41 (4.90%) Microsoft 365
11 40 (4.78%) Serverless
12 36 (4.31%) Azure Cosmos DB
13 34 (4.07%) PowerApps
14 32 (3.83%) Matillion
15 30 (3.59%) Dynamics 365
16 29 (3.47%) Power Automate
17 24 (2.87%) Cloud Computing
17 24 (2.87%) dbt
18 21 (2.51%) AWS Lambda
19 20 (2.39%) Azure Synapse Analytics
Communications & Networking
1 17 (2.03%) Network Security
2 15 (1.79%) Firewall
2 15 (1.79%) SSL
3 5 (0.60%) 5G
3 5 (0.60%) Broadband
3 5 (0.60%) DNS
3 5 (0.60%) VPN
4 1 (0.12%) LAN
4 1 (0.12%) PPP
4 1 (0.12%) SAN
4 1 (0.12%) WAN
4 1 (0.12%) Wireless
Database & Business Intelligence
1 331 (39.59%) Data Warehouse
2 162 (19.38%) SQL Server
3 132 (15.79%) BigQuery
4 118 (14.11%) Looker
5 117 (14.00%) Power BI
6 98 (11.72%) Data Lake
7 63 (7.54%) SQL Server Integration Services
8 53 (6.34%) Elasticsearch
9 43 (5.14%) Data Mining
10 42 (5.02%) Amazon Redshift
11 40 (4.78%) Hadoop
12 35 (4.19%) Star Schema
13 33 (3.95%) Big Data
13 33 (3.95%) Delta Lake
14 31 (3.71%) Azure SQL Database
15 30 (3.59%) Tableau
16 27 (3.23%) Relational Database
17 25 (2.99%) Data Vault
17 25 (2.99%) SQL Server Analysis Services
17 25 (2.99%) SQL Server Reporting Services
Development Applications
1 36 (4.31%) JIRA
2 33 (3.95%) GitLab
3 24 (2.87%) Git
4 16 (1.91%) Jenkins
5 8 (0.96%) SQL Server Management Studio (SSMS)
6 7 (0.84%) TeamCity
7 6 (0.72%) ERwin
8 5 (0.60%) Bitbucket
8 5 (0.60%) ER Studio
9 4 (0.48%) Atlassian Bamboo
9 4 (0.48%) IBM UrbanCode
9 4 (0.48%) Oracle Forms
General
1 267 (31.94%) Analytical Skills
2 214 (25.60%) Social Skills
3 168 (20.10%) Finance
4 82 (9.81%) Legal
5 60 (7.18%) Banking
6 44 (5.26%) Inclusion and Diversity
7 28 (3.35%) Law
7 28 (3.35%) Retail
8 26 (3.11%) Presentation Skills
9 21 (2.51%) Public Sector
10 17 (2.03%) Games
11 16 (1.91%) Manufacturing
12 14 (1.67%) Marketing
13 13 (1.56%) Local Government
14 10 (1.20%) Financial Institution
15 8 (0.96%) Organisational Skills
16 7 (0.84%) Influencing Skills
17 4 (0.48%) Documentation Skills
17 4 (0.48%) Music Industry
17 4 (0.48%) Telecoms
Job Titles
1 243 (29.07%) Architect
2 228 (27.27%) Data Engineer
3 175 (20.93%) Data Architect
4 131 (15.67%) Senior
5 80 (9.57%) Developer
6 59 (7.06%) Lead
7 53 (6.34%) Analyst
8 46 (5.50%) Solutions Architect
9 39 (4.67%) Consultant
9 39 (4.67%) Senior Data Engineer
10 30 (3.59%) Business Intelligence Developer
10 30 (3.59%) Senior Architect
11 28 (3.35%) Power BI Developer
12 27 (3.23%) Product Manager
13 26 (3.11%) Integration Engineer
14 24 (2.87%) Cloud Architect
14 24 (2.87%) Data Analyst
14 24 (2.87%) Data Integration Engineer
15 23 (2.75%) IT Architect
16 20 (2.39%) Lead Data Engineer
Libraries, Frameworks & Software Standards
1 55 (6.58%) PySpark
2 34 (4.07%) Kafka
3 25 (2.99%) .NET
4 12 (1.44%) Web Services
5 11 (1.32%) Oracle Fusion
5 11 (1.32%) RESTful
6 10 (1.20%) JSON
7 8 (0.96%) HTML
7 8 (0.96%) React
8 7 (0.84%) GraphQL
8 7 (0.84%) RabbitMQ
9 6 (0.72%) Catalyst
9 6 (0.72%) CSS
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%) Pandas
Miscellaneous
1 155 (18.54%) Self-Motivation
2 118 (14.11%) Data Structures
3 69 (8.25%) Algorithms
4 65 (7.78%) Management Information System
5 35 (4.19%) Product Ownership
5 35 (4.19%) Reinsurance
6 30 (3.59%) Public Cloud
7 15 (1.79%) Cloud Native
7 15 (1.79%) Legacy Systems
8 14 (1.67%) Client/Server
9 13 (1.56%) IoT
9 13 (1.56%) Online Games
10 12 (1.44%) Low-Code
11 11 (1.32%) Onboarding
12 10 (1.20%) Blog
12 10 (1.20%) Distributed Systems
13 8 (0.96%) Enterprise Software
14 7 (0.84%) Mobile App
15 6 (0.72%) Analytical Mindset
15 6 (0.72%) Hybrid Cloud
Operating Systems
1 15 (1.79%) Windows
2 9 (1.08%) 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
1 471 (56.34%) ETL
2 426 (50.96%) Data Modelling
3 330 (39.47%) Problem-Solving
4 256 (30.62%) Data Governance
5 254 (30.38%) Analytics
6 252 (30.14%) Data Engineering
7 221 (26.44%) Agile
8 212 (25.36%) Data Architecture
9 184 (22.01%) Business Intelligence
10 176 (21.05%) Visualisation
11 171 (20.45%) Data Management
12 169 (20.22%) Mentoring
13 147 (17.58%) Data Visualisation
14 142 (16.99%) Data Security
15 140 (16.75%) Data Pipeline
16 136 (16.27%) Data Analysis
17 130 (15.55%) Data Strategy
18 124 (14.83%) Innovative Thinking
19 121 (14.47%) Platform Engineering
20 115 (13.76%) Data Analytics
Programming Languages
1 350 (41.87%) SQL
2 227 (27.15%) Python
3 37 (4.43%) C#
4 34 (4.07%) Java
5 26 (3.11%) Data Analysis Expressions
5 26 (3.11%) T-SQL
6 22 (2.63%) JavaScript
6 22 (2.63%) R
7 20 (2.39%) PowerShell
8 13 (1.56%) PL/SQL
9 8 (0.96%) C++
9 8 (0.96%) SAS Macro
9 8 (0.96%) Scala
10 7 (0.84%) Go
10 7 (0.84%) Perl
11 6 (0.72%) C
12 4 (0.48%) Kusto Query Language
12 4 (0.48%) MATLAB
13 2 (0.24%) VB
13 2 (0.24%) VB.NET
Qualifications
1 178 (21.29%) Degree
2 62 (7.42%) Computer Science Degree
3 43 (5.14%) Master's Degree
4 37 (4.43%) Security Cleared
5 28 (3.35%) SC Cleared
6 17 (2.03%) Microsoft Certification
7 14 (1.67%) 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
14 5 (0.60%) PMI Certification
15 2 (0.24%) MCP
15 2 (0.24%) MCSE
15 2 (0.24%) PMP
Quality Assurance & Compliance
1 279 (33.37%) Data Quality
2 117 (14.00%) GDPR
3 46 (5.50%) QA
4 16 (1.91%) 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
8 1 (0.12%) PMO
System Software
1 20 (2.39%) Active Directory
2 13 (1.56%) Docker
3 4 (0.48%) Virtual Desktop
3 4 (0.48%) 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 16 (1.91%) Kubernetes
1 16 (1.91%) Terraform
2 5 (0.60%) logstash
3 1 (0.12%) Control-M
3 1 (0.12%) Oracle Identity Management
3 1 (0.12%) SCCM
Vendors
1 177 (21.17%) Microsoft
2 169 (20.22%) Google
3 85 (10.17%) Databricks
4 79 (9.45%) Oracle
5 49 (5.86%) Informatica
6 33 (3.95%) SAP
7 20 (2.39%) 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%) Intapp
12 4 (0.48%) Splunk
13 3 (0.36%) Cisco