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

6 months to
13 May 2024
Same period 2023 Same period 2022
Rank 332 375 416
Rank change year-on-year +43 +41 -37
Permanent jobs citing Data Integration 834 902 1,395
As % of all permanent jobs advertised in the UK 0.84% 0.89% 0.88%
As % of the Processes & Methodologies category 0.98% 0.93% 0.92%
Number of salaries quoted 524 579 724
10th Percentile £41,250 £47,500 £42,500
25th Percentile £50,625 £56,928 £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 84,735 96,775 152,013
As % of all permanent jobs advertised in the UK 85.57% 95.60% 95.70%
Number of salaries quoted 59,708 57,079 82,921
10th Percentile £29,000 £34,000 £33,740
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 13 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 13 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 +55 790 £67,500 -3.57% 195
UK excluding London +50 436 £58,700 -6.08% 94
London +49 353 £75,000 - 98
Work from Home +113 327 £65,000 - 90
North of England +104 167 £64,000 +16.36% 33
South East +16 100 £45,000 -33.58% 17
Midlands +58 88 £62,900 -1.33% 19
North West +34 87 £63,750 +15.91% 18
West Midlands +66 72 £65,000 +4.00% 16
South West -13 45 £58,700 -14.27% 11
Yorkshire +92 40 £50,000 -25.93% 11
North East +17 40 £80,000 +53.85% 4
Scotland -62 17 £65,000 -7.14% 4
East Midlands +2 15 £45,000 -35.71% 3
East of England -13 13 £110,000 +76.00% 6
Wales +18 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 (7.19%) Apache Spark
2 40 (4.80%) SharePoint
3 28 (3.36%) Apache Airflow
4 26 (3.12%) Apache
5 21 (2.52%) SAS
6 18 (2.16%) 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%) 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
Applications
1 16 (1.92%) 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 23 (2.76%) 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%) 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%) Hyperion Planning
6 1 (0.12%) IBM Planning Analytics
6 1 (0.12%) NetSuite
6 1 (0.12%) Oracle Payables
6 1 (0.12%) Oracle Receivables
6 1 (0.12%) SAP ERP
Cloud Services
1 417 (50.00%) Azure
2 273 (32.73%) AWS
3 194 (23.26%) GCP
4 126 (15.11%) Power Platform
5 72 (8.63%) Snowflake
6 58 (6.95%) Azure Data Factory
7 53 (6.35%) SaaS
8 43 (5.16%) Amazon S3
8 43 (5.16%) Microsoft 365
9 42 (5.04%) Azure DevOps
10 40 (4.80%) Serverless
11 36 (4.32%) Azure Cosmos DB
12 35 (4.20%) PowerApps
13 32 (3.84%) Matillion
14 31 (3.72%) Dynamics 365
15 30 (3.60%) Power Automate
16 24 (2.88%) Cloud Computing
16 24 (2.88%) dbt
17 21 (2.52%) AWS Lambda
18 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 (39.45%) Data Warehouse
2 159 (19.06%) SQL Server
3 132 (15.83%) BigQuery
4 118 (14.15%) Looker
5 117 (14.03%) Power BI
6 96 (11.51%) Data Lake
7 63 (7.55%) SQL Server Integration Services
8 53 (6.35%) Elasticsearch
9 43 (5.16%) Data Mining
10 42 (5.04%) Amazon Redshift
11 40 (4.80%) Hadoop
12 35 (4.20%) Star Schema
13 33 (3.96%) Big Data
14 32 (3.84%) Delta Lake
15 30 (3.60%) Azure SQL Database
15 30 (3.60%) Tableau
16 26 (3.12%) SQL Server Reporting Services
17 25 (3.00%) Relational Database
17 25 (3.00%) SQL Server Analysis Services
18 24 (2.88%) Data Vault
Development Applications
1 35 (4.20%) JIRA
2 33 (3.96%) GitLab
3 24 (2.88%) Git
4 16 (1.92%) 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 (32.01%) Analytical Skills
2 213 (25.54%) Social Skills
3 167 (20.02%) Finance
4 83 (9.95%) Legal
5 59 (7.07%) Banking
6 43 (5.16%) Inclusion and Diversity
7 28 (3.36%) Law
7 28 (3.36%) Retail
8 26 (3.12%) Presentation Skills
9 21 (2.52%) Public Sector
10 16 (1.92%) Games
10 16 (1.92%) Manufacturing
11 14 (1.68%) Marketing
12 13 (1.56%) Local Government
13 9 (1.08%) Financial Institution
13 9 (1.08%) Organisational Skills
14 7 (0.84%) Influencing Skills
15 4 (0.48%) Documentation Skills
15 4 (0.48%) Music Industry
15 4 (0.48%) Telecoms
Job Titles
1 242 (29.02%) Architect
2 226 (27.10%) Data Engineer
3 173 (20.74%) Data Architect
4 129 (15.47%) Senior
5 80 (9.59%) Developer
6 61 (7.31%) Lead
7 52 (6.24%) Analyst
8 46 (5.52%) Solutions Architect
9 39 (4.68%) Consultant
10 38 (4.56%) Senior Data Engineer
11 30 (3.60%) Business Intelligence Developer
11 30 (3.60%) Senior Architect
12 28 (3.36%) Power BI Developer
13 27 (3.24%) Product Manager
14 26 (3.12%) Integration Engineer
15 24 (2.88%) Cloud Architect
15 24 (2.88%) Data Integration Engineer
16 23 (2.76%) Data Analyst
16 23 (2.76%) IT Architect
17 21 (2.52%) Lead Data Engineer
Libraries, Frameworks & Software Standards
1 55 (6.59%) PySpark
2 34 (4.08%) Kafka
3 25 (3.00%) .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
1 156 (18.71%) Self-Motivation
2 117 (14.03%) Data Structures
3 70 (8.39%) Algorithms
4 65 (7.79%) Management Information System
5 35 (4.20%) Product Ownership
6 34 (4.08%) Reinsurance
7 30 (3.60%) Public Cloud
8 16 (1.92%) Cloud Native
8 16 (1.92%) Legacy Systems
9 14 (1.68%) Client/Server
10 13 (1.56%) IoT
10 13 (1.56%) Online Games
11 12 (1.44%) Low-Code
12 11 (1.32%) Onboarding
13 10 (1.20%) Blog
13 10 (1.20%) Distributed Systems
14 8 (0.96%) Enterprise Software
15 7 (0.84%) Mobile App
16 6 (0.72%) Analytical Mindset
16 6 (0.72%) Hybrid Cloud
Operating Systems
1 16 (1.92%) Windows
2 10 (1.20%) 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
1 468 (56.12%) ETL
2 421 (50.48%) Data Modelling
3 332 (39.81%) Problem-Solving
4 255 (30.58%) Data Governance
5 251 (30.10%) Analytics
5 251 (30.10%) Data Engineering
6 222 (26.62%) Agile
7 211 (25.30%) Data Architecture
8 184 (22.06%) Business Intelligence
9 176 (21.10%) Visualisation
10 169 (20.26%) Data Management
10 169 (20.26%) Mentoring
11 148 (17.75%) Data Visualisation
12 142 (17.03%) Data Security
13 139 (16.67%) Data Pipeline
14 134 (16.07%) Data Analysis
15 129 (15.47%) Data Strategy
16 124 (14.87%) Innovative Thinking
17 121 (14.51%) Platform Engineering
18 114 (13.67%) Data Analytics
Programming Languages
1 348 (41.73%) SQL
2 226 (27.10%) Python
3 37 (4.44%) C#
4 35 (4.20%) Java
5 25 (3.00%) Data Analysis Expressions
5 25 (3.00%) T-SQL
6 22 (2.64%) JavaScript
7 21 (2.52%) R
8 20 (2.40%) 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
1 179 (21.46%) Degree
2 63 (7.55%) Computer Science Degree
3 43 (5.16%) Master's Degree
4 37 (4.44%) Security Cleared
5 28 (3.36%) 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%) Cisco Certification
15 2 (0.24%) ITIL Certification
Quality Assurance & Compliance
1 275 (32.97%) Data Quality
2 117 (14.03%) GDPR
3 46 (5.52%) 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
8 1 (0.12%) PMO
System Software
1 22 (2.64%) 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 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
1 177 (21.22%) Microsoft
2 169 (20.26%) Google
3 84 (10.07%) Databricks
4 77 (9.23%) Oracle
5 47 (5.64%) Informatica
6 33 (3.96%) 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