Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Hourly Rate Histogram Job Locations Skill Sets
Period
to 13 August 2020

The following table provides summary statistics for contract job vacancies advertised in England with a requirement for Data Integration skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Integration over the 6 months to 13 August 2020 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Integration
UK > England
6 months to
13 Aug 2020		 Same period 2019 Same period 2018
Rank 292 314 357
Rank change year-on-year +22 +43 -10
Contract jobs citing Data Integration 234 677 683
As % of all contract jobs advertised in England 0.77% 0.82% 0.73%
As % of the Processes & Methodologies category 0.89% 0.94% 0.84%
Number of daily rates quoted 160 457 457
Median daily rate £500 £500 £500
10th Percentile £356 £370 £353
90th Percentile £743 £675 £661
UK median daily rate £500 £500 £490
% change year-on-year - +2.04% +8.89%
Number of hourly rates quoted 4 10 1
Median hourly rate £27.50 £40.50 £12.00
Median hourly rate % change year-on-year -32.10% +237.50% -37.81%
UK median hourly rate £32.50 £40.50 £12.00
% change year-on-year -19.75% +237.50% -37.81%

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

All Process and Methodology Skills
England
Contract vacancies with a requirement for process or methodology skills 26,275 72,121 81,406
As % of all contract IT jobs advertised in England 86.45% 87.16% 87.00%
Number of daily rates quoted 16,682 47,905 54,189
Median daily rate £488 £475 £463
Median daily rate % change year-on-year +2.63% +2.70% +2.78%
10th Percentile £300 £300 £300
90th Percentile £675 £650 £638
UK median daily rate £475 £475 £450
% change year-on-year - +5.56% -
Number of hourly rates quoted 926 2,000 2,212
Median hourly rate £35.00 £25.00 £21.50
Median hourly rate % change year-on-year +40.00% +16.28% -7.53%
10th Percentile £12.75 £11.85 £11.25
90th Percentile £53.75 £53.75 £50.00
Median hourly rate £35.00 £24.50 £21.25
% change year-on-year +42.86% +15.29% -12.77%

Data Integration
Job Vacancy Trend in England

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

Job vacancy trend for Data Integration in England

Data Integration
Contractor Daily Rate Trend in England

3-month moving average daily rate quoted in jobs citing Data Integration in England.

Daily rate trend for Data Integration in England

Data Integration
Daily Rate Histogram in England

Daily rate distribution for jobs citing Data Integration in England over the 6 months to 13 August 2020.

Daily rate histogram for Data Integration in England

Data Integration
Contractor Hourly Rate Trend in England

3-month moving average hourly rates quoted in jobs citing Data Integration in England.

Hourly rate trend for Data Integration in England

Data Integration
Hourly Rate Histogram in England

Hourly rate distribution of jobs citing Data Integration in England over the 6 months to 13 August 2020.

Hourly rate histogram for Data Integration in England

Data Integration
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Integration within the England region over the 6 months to 13 August 2020. 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
Contract
IT Job Ads		 Median
Daily Rate
Past 6 Months		 Median Daily Rate
% Change
on Same Period
Last Year		 Live
Job
Vacancies
London +35 127 £500 -4.76% 20
South East +120 44 £559 +14.62% 6
East of England +59 21 £475 -5.00% 7
North of England +80 20 £416 -7.56% 4
North West +63 15 £356 -20.89% 1
South West +60 9 £425 -29.17% 1
Midlands +41 9 £438 -7.89% 3
West Midlands +36 8 £438 -7.89% 2
Yorkshire +62 5 £850 +93.73% 3
East Midlands +50 1 - - 1
Data Integration
UK

For the 6 months to 13 August 2020, IT contractor jobs citing Data Integration also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the England region with a requirement for Data Integration.

1 89 (38.03%) SQL
2 73 (31.20%) ETL
3 65 (27.78%) Agile Software Development
4 61 (26.07%) Business Intelligence
4 61 (26.07%) Oracle
5 57 (24.36%) Azure
6 52 (22.22%) Data Modelling
7 51 (21.79%) Finance
8 49 (20.94%) Data Warehouse
8 49 (20.94%) Analytics
9 41 (17.52%) Microsoft
10 37 (15.81%) Relational Database
11 32 (13.68%) DevOps
12 30 (12.82%) XML
12 30 (12.82%) Data Lake
13 29 (12.39%) Java
13 29 (12.39%) Migration
13 29 (12.39%) Scrum
14 28 (11.97%) SQL Server Integration Services
14 28 (11.97%) Big Data
15 27 (11.54%) Data Governance
15 27 (11.54%) SQL Server
15 27 (11.54%) Data Science
16 26 (11.11%) AWS
17 25 (10.68%) Security Cleared
17 25 (10.68%) CRM
17 25 (10.68%) Data Management
18 24 (10.26%) Python
18 24 (10.26%) ERP
18 24 (10.26%) Data Architecture

Data Integration
Co-occurring IT Skills in England by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 12 (5.13%) IIS
2 11 (4.70%) Apache Spark
3 9 (3.85%) SAS
4 8 (3.42%) SharePoint
5 7 (2.99%) Apache Solr
6 6 (2.56%) Apache
6 6 (2.56%) BizTalk Server
7 5 (2.14%) Adobe Experience Manager
7 5 (2.14%) Oracle Service Bus
7 5 (2.14%) Oracle SOA Suite
7 5 (2.14%) WebLogic
8 3 (1.28%) Confluence
8 3 (1.28%) Elasticsearch
9 1 (0.43%) Apache Airflow
9 1 (0.43%) ArcGIS
9 1 (0.43%) CMS
9 1 (0.43%) Mule
9 1 (0.43%) Oracle Workflow
Applications
1 6 (2.56%) Microsoft Excel
1 6 (2.56%) Spreadsheet
2 2 (0.85%) Chatbot
2 2 (0.85%) Microsoft Office
3 1 (0.43%) Microsoft PowerPoint
3 1 (0.43%) SPSS
Business Applications
1 10 (4.27%) Oracle EBS
2 9 (3.85%) Oracle Procure-to-Pay
3 8 (3.42%) Dynamics CRM
4 7 (2.99%) Oracle EBS R12
5 5 (2.14%) Payment Gateway
6 2 (0.85%) Hyperion Planning
6 2 (0.85%) Oracle ERP
6 2 (0.85%) PeopleSoft HCM
7 1 (0.43%) Lawson
7 1 (0.43%) Magento
7 1 (0.43%) Oracle Financials
7 1 (0.43%) SAP ERP
7 1 (0.43%) SAP Oil and Gas
7 1 (0.43%) Shopify
7 1 (0.43%) Summit
Cloud Services
1 57 (24.36%) Azure
2 26 (11.11%) AWS
3 23 (9.83%) Power Platform
4 17 (7.26%) Azure Data Factory
5 14 (5.98%) Amazon S3
6 13 (5.56%) Logic Apps
7 12 (5.13%) Serverless
8 11 (4.70%) GCP
9 10 (4.27%) SaaS
10 7 (2.99%) Azure Functions
11 6 (2.56%) Amazon SQS
12 4 (1.71%) PaaS
13 3 (1.28%) Amazon EC2
13 3 (1.28%) AWS Lambda
13 3 (1.28%) Cloud Computing
13 3 (1.28%) PowerApps
13 3 (1.28%) SuccessFactors
14 2 (0.85%) Amazon EMR
14 2 (0.85%) Amazon Kinesis
14 2 (0.85%) Azure LUIS
Communications & Networking
1 3 (1.28%) SSL
2 2 (0.85%) Internet
2 2 (0.85%) Wireless
3 1 (0.43%) AMQP
3 1 (0.43%) DKIM
3 1 (0.43%) DMARC
3 1 (0.43%) DNS
3 1 (0.43%) HTTP
3 1 (0.43%) HTTPS
Database & Business Intelligence
1 49 (20.94%) Data Warehouse
2 37 (15.81%) Relational Database
3 30 (12.82%) Data Lake
4 28 (11.97%) Big Data
4 28 (11.97%) SQL Server Integration Services
5 27 (11.54%) SQL Server
6 23 (9.83%) Power BI
7 21 (8.97%) Hadoop
8 15 (6.41%) Azure SQL Database
8 15 (6.41%) Oracle Database
9 14 (5.98%) DataStage
10 13 (5.56%) NoSQL
11 12 (5.13%) Microsoft Analysis Services
11 12 (5.13%) Pentaho
12 11 (4.70%) SQL Server Analysis Services
13 10 (4.27%) Apache Hive
13 10 (4.27%) IBM InfoSphere
13 10 (4.27%) MySQL
13 10 (4.27%) Triplestore
14 9 (3.85%) Impala
Development Applications
1 12 (5.13%) Jenkins
2 11 (4.70%) Git (software)
2 11 (4.70%) JIRA
3 4 (1.71%) Visual Studio Team System
4 2 (0.85%) ERwin
4 2 (0.85%) GitLab
4 2 (0.85%) SQL Server Management Studio (SSMS)
4 2 (0.85%) Team Foundation Server
4 2 (0.85%) Visual Studio
5 1 (0.43%) Ant
5 1 (0.43%) Cucumber
5 1 (0.43%) Eclipse
5 1 (0.43%) HP UFT
5 1 (0.43%) JUnit
5 1 (0.43%) LSMW
5 1 (0.43%) PowerDesigner
5 1 (0.43%) ProC
5 1 (0.43%) Sonatype Nexus
5 1 (0.43%) Subversion
5 1 (0.43%) Toad
General
1 51 (21.79%) Finance
2 23 (9.83%) Public Sector
3 17 (7.26%) Marketing
4 13 (5.56%) Banking
5 10 (4.27%) Publishing
6 5 (2.14%) Pharmaceutical
7 4 (1.71%) Billing
7 4 (1.71%) Investment Banking
7 4 (1.71%) Retail
8 3 (1.28%) Aerospace
8 3 (1.28%) Telecoms
9 2 (0.85%) Electronics
9 2 (0.85%) Local Government
9 2 (0.85%) Manufacturing
10 1 (0.43%) Automotive
10 1 (0.43%) Law
10 1 (0.43%) Legal
10 1 (0.43%) Retail Banking
10 1 (0.43%) Social Science
Job Titles
1 57 (24.36%) Architect
2 50 (21.37%) Developer
3 26 (11.11%) Data Engineer
4 25 (10.68%) Data Architect
5 20 (8.55%) Analyst
6 16 (6.84%) Consultant
7 12 (5.13%) Azure Engineer
8 10 (4.27%) Azure Developer
8 10 (4.27%) Data Modeller
8 10 (4.27%) Enterprise Architect
9 9 (3.85%) Business Analyst
9 9 (3.85%) Data Analyst
9 9 (3.85%) Solutions Architect
10 8 (3.42%) Data Consultant
10 8 (3.42%) Lead Architect
11 7 (2.99%) Designer
11 7 (2.99%) DevOps Engineer
11 7 (2.99%) Integration Architect
11 7 (2.99%) Senior Designer
12 6 (2.56%) Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 30 (12.82%) XML
2 22 (9.40%) Web Services
3 17 (7.26%) .NET
4 16 (6.84%) Middleware
5 15 (6.41%) SOAP
6 13 (5.56%) JSON
7 12 (5.13%) Node.js
8 10 (4.27%) HTML
8 10 (4.27%) Oracle Fusion
9 9 (3.85%) CSS
9 9 (3.85%) RESTful
9 9 (3.85%) XSLT
10 8 (3.42%) .NET Core
11 7 (2.99%) REST
12 6 (2.56%) Kafka
13 5 (2.14%) WSDL
13 5 (2.14%) XSD
14 3 (1.28%) Natural Language Processing
14 3 (1.28%) PySpark
14 3 (1.28%) Spring
Miscellaneous
1 20 (8.55%) Management Information System
2 19 (8.12%) Analytical Skills
3 9 (3.85%) Data Structures
3 9 (3.85%) Taxonomies
4 8 (3.42%) Greenfield Project
5 6 (2.56%) Enterprise Software
5 6 (2.56%) Self-Motivation
6 5 (2.14%) Public Cloud
7 4 (1.71%) FMCG
7 4 (1.71%) Replication
8 3 (1.28%) NHS
8 3 (1.28%) Reference Data
9 2 (0.85%) Algorithms
9 2 (0.85%) Blog
9 2 (0.85%) Cloud Native
9 2 (0.85%) Market Risk
9 2 (0.85%) Mobile App
9 2 (0.85%) Smart Meter
10 1 (0.43%) Data Centre
10 1 (0.43%) Reinsurance
Operating Systems
1 8 (3.42%) Unix
2 4 (1.71%) Windows
3 3 (1.28%) Linux
4 2 (0.85%) Android
4 2 (0.85%) Apple iOS
5 1 (0.43%) Windows Server 2008
5 1 (0.43%) Windows Server 2012
Processes & Methodologies
1 73 (31.20%) ETL
2 65 (27.78%) Agile Software Development
3 61 (26.07%) Business Intelligence
4 52 (22.22%) Data Modelling
5 49 (20.94%) Analytics
6 32 (13.68%) DevOps
7 29 (12.39%) Migration
7 29 (12.39%) Scrum
8 27 (11.54%) Data Governance
8 27 (11.54%) Data Science
9 25 (10.68%) CRM
9 25 (10.68%) Data Management
10 24 (10.26%) Data Architecture
10 24 (10.26%) ERP
11 23 (9.83%) Problem-Solving
12 18 (7.69%) Stakeholder Management
13 17 (7.26%) Data Strategy
13 17 (7.26%) Visualisation
14 16 (6.84%) System Integration Testing
15 15 (6.41%) TDD
Programming Languages
1 89 (38.03%) SQL
2 29 (12.39%) Java
3 24 (10.26%) Python
4 17 (7.26%) C#
5 15 (6.41%) JavaScript
6 10 (4.27%) T-SQL
7 8 (3.42%) SHACL
8 7 (2.99%) PL/SQL
8 7 (2.99%) PowerShell
8 7 (2.99%) SPARQL
9 5 (2.14%) Scala
9 5 (2.14%) XQuery
10 4 (1.71%) Go
11 3 (1.28%) R
11 3 (1.28%) SOQL
12 2 (0.85%) Apex Code
12 2 (0.85%) C
12 2 (0.85%) VBA
13 1 (0.43%) PHP
13 1 (0.43%) VB
Qualifications
1 25 (10.68%) Security Cleared
2 21 (8.97%) SC Cleared
3 10 (4.27%) Degree
4 4 (1.71%) BPSS Clearance
4 4 (1.71%) PhD
5 3 (1.28%) Computer Science Degree
6 2 (0.85%) Master's Degree
6 2 (0.85%) PMP
6 2 (0.85%) TOGAF Certification
7 1 (0.43%) CBAP
7 1 (0.43%) IIBA
7 1 (0.43%) Numerate Degree
7 1 (0.43%) PMI Certification
Quality Assurance & Compliance
1 22 (9.40%) Data Quality
2 9 (3.85%) QA
3 6 (2.56%) GDPR
4 1 (0.43%) HL7
4 1 (0.43%) ISO/IEC 27001
4 1 (0.43%) SLA
System Software
1 6 (2.56%) Docker
1 6 (2.56%) HDFS
2 2 (0.85%) VMware Infrastructure
3 1 (0.43%) Virtual Machines
Systems Management
1 10 (4.27%) Kubernetes
2 7 (2.99%) Ansible
3 3 (1.28%) Control-M
3 3 (1.28%) Kubeflow
4 1 (0.43%) HP Quality Center
4 1 (0.43%) Single Sign-On
4 1 (0.43%) Terraform
Vendors
1 61 (26.07%) Oracle
2 41 (17.52%) Microsoft
3 19 (8.12%) Databricks
4 18 (7.69%) Tableau
5 17 (7.26%) IBM
6 16 (6.84%) Talend
7 14 (5.98%) Informatica
8 13 (5.56%) SAP
9 9 (3.85%) Cloudera
10 7 (2.99%) Salesforce.com
11 5 (2.14%) Adobe
12 4 (1.71%) Pega
13 3 (1.28%) Cognos
13 3 (1.28%) Pardot
14 2 (0.85%) BMC
14 2 (0.85%) Google
14 2 (0.85%) Hyperion
14 2 (0.85%) MicroStrategy
14 2 (0.85%) PeopleSoft
14 2 (0.85%) TIBCO