Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Hourly Rate Histogram Job Locations Skill Sets
Period
to 10 December 2019

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 10 December 2019 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
10 Dec 2019		 Same period 2018 Same period 2017
Rank 296 403 335
Rank change year-on-year +107 -68 +38
Contract jobs citing Data Integration 618 599 702
As % of all contract IT jobs advertised in England 0.84% 0.62% 0.74%
As % of the Processes & Methodologies category 0.98% 0.72% 0.86%
Number of daily rates quoted 388 371 509
England median daily rate £525 £488 £485
Median daily rate % change year-on-year +7.69% +0.52% +2.11%
10th Percentile £363 £363 £325
90th Percentile £700 £666 £652
UK median daily rate £525 £488 £475
% change year-on-year +7.69% +2.63% -
Number of hourly rates quoted 8 7 12
England median hourly rate £58.75 £22.00 £52.00
Median hourly rate % change year-on-year +167.05% -57.69% +103.92%
10th Percentile £17.61 £14.15 £16.73
90th Percentile £73.75 £40.50 £64.45
UK median hourly rate £45.00 £22.00 £52.00
% change year-on-year +104.55% -57.69% +103.92%

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 63,115 83,744 81,463
As % of all contract IT jobs advertised in England 85.95% 87.13% 86.36%
Number of daily rates quoted 41,709 56,166 54,834
England median daily rate £475 £475 £450
Median daily rate % change year-on-year - +5.56% +5.88%
10th Percentile £298 £300 £281
90th Percentile £650 £650 £638
UK median daily rate £475 £463 £450
% change year-on-year +2.70% +2.78% +5.88%
Number of hourly rates quoted 1,992 2,101 1,899
England median hourly rate £23.75 £22.00 £24.49
Median hourly rate % change year-on-year +7.95% -10.15% +7.23%
10th Percentile £11.88 £11.25 £11.25
90th Percentile £53.75 £50.25 £49.80
UK median hourly rate £23.50 £22.00 £24.00
% change year-on-year +6.82% -8.33% +6.67%

Data Integration
Job Vacancy Trend in England

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

Job vacancy trend for Data Integration in England

Data Integration
Contractor Daily Rate Trend in England

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Integration in England.

Contractor daily rate trend for Data Integration in England

Data Integration
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing Data Integration in England over the 6 months to 10 December 2019.

Contractor daily rate histogram for Data Integration in England

Data Integration
Contractor Hourly Rate Trend in England

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Data Integration in England.

Contractor hourly rate trend for Data Integration in England

Data Integration
Contractor Hourly Rate Histogram in England

The hourly rate distribution of IT jobs citing Data Integration in England over the 6 months to 10 December 2019.

Contractor 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 10 December 2019. 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 +83 297 £525 - 49
South East +88 125 £530 +8.72% 27
North of England +31 66 £450 - 23
South West +28 57 £538 +26.59% 5
Midlands +57 40 £425 - 2
North West +35 38 £430 -9.47% 10
East of England -3 29 £525 +10.53% 9
Yorkshire +30 25 £475 +7.04% 10
West Midlands +50 22 £425 -8.11% 2
East Midlands +31 17 £451 +12.81%
North East +26 4 £550 +15.79% 3
Data Integration
UK

For the 6 months to 10 December 2019, 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.

1 225 (36.41%) SQL
2 204 (33.01%) ETL
3 185 (29.94%) Data Modelling
4 172 (27.83%) Agile Software Development
5 165 (26.70%) Data Warehouse
6 152 (24.60%) Business Intelligence
7 150 (24.27%) Azure
8 144 (23.30%) Finance
9 142 (22.98%) Migration
10 136 (22.01%) SQL Server
11 123 (19.90%) Microsoft
12 121 (19.58%) Oracle
13 109 (17.64%) Data Quality
14 105 (16.99%) DevOps
14 105 (16.99%) SQL Server Integration Services
15 96 (15.53%) Analytics
16 90 (14.56%) Data Migration
17 86 (13.92%) Data Management
18 85 (13.75%) Data Architecture
19 81 (13.11%) Power BI
19 81 (13.11%) Power Platform
20 79 (12.78%) Security Cleared
21 74 (11.97%) Analytical Skills
22 73 (11.81%) SC Cleared
23 72 (11.65%) XML
24 68 (11.00%) Master Data Management
24 68 (11.00%) Data Governance
25 67 (10.84%) Big Data
25 67 (10.84%) Data Lake
26 66 (10.68%) SAP

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 19 (3.07%) SAS
2 18 (2.91%) WebLogic
3 17 (2.75%) Apache Spark
4 16 (2.59%) BizTalk Server
5 14 (2.27%) Apache
6 11 (1.78%) Oracle SOA Suite
7 8 (1.29%) SharePoint
8 7 (1.13%) Confluence
9 6 (0.97%) Tomcat
9 6 (0.97%) WebLogic Integration
10 5 (0.81%) Oracle Service Bus
11 4 (0.65%) Apache Airflow
11 4 (0.65%) Mule
12 3 (0.49%) CMS
12 3 (0.49%) Umbraco
13 2 (0.32%) Anypoint
13 2 (0.32%) Apache Pig
13 2 (0.32%) Elasticsearch
13 2 (0.32%) IBM Domino
13 2 (0.32%) Oracle HTTP Server
Applications
1 23 (3.72%) Microsoft Excel
2 10 (1.62%) Spreadsheet
3 8 (1.29%) MS Visio
4 6 (0.97%) Microsoft Office
5 3 (0.49%) Microsoft PowerPoint
5 3 (0.49%) SPSS
6 2 (0.32%) Microsoft Project
7 1 (0.16%) Chatbot
Business Applications
1 16 (2.59%) Dynamics CRM
2 11 (1.78%) BusinessWorks
3 10 (1.62%) SAP S/4HANA
4 9 (1.46%) SAP ERP
5 8 (1.29%) Oracle Financials
5 8 (1.29%) SAP Oil and Gas
6 7 (1.13%) SAP MDG
7 6 (0.97%) SAP MDM
7 6 (0.97%) Sparx Enterprise Architect
7 6 (0.97%) Unit4 Business World
8 5 (0.81%) Oracle Applications
9 4 (0.65%) Dynamics AX
10 3 (0.49%) Dynamics NAV
11 2 (0.32%) NetSuite
11 2 (0.32%) Oracle EBS
11 2 (0.32%) Remedy ITSM
11 2 (0.32%) SAP PP
12 1 (0.16%) Hyperion Planning
12 1 (0.16%) Maximo
12 1 (0.16%) SAP SD
Cloud Services
1 150 (24.27%) Azure
2 81 (13.11%) Power Platform
3 50 (8.09%) AWS
4 41 (6.63%) Azure Data Factory
5 34 (5.50%) SaaS
6 33 (5.34%) Serverless
7 26 (4.21%) PaaS
8 25 (4.05%) IaaS
9 20 (3.24%) iPaaS
10 15 (2.43%) GCP
10 15 (2.43%) GitHub
11 12 (1.94%) Dynamics 365
12 11 (1.78%) Amazon S3
12 11 (1.78%) Boomi
13 9 (1.46%) AWS Lambda
14 7 (1.13%) Azure Functions
14 7 (1.13%) Office 365
15 4 (0.65%) Amazon EMR
15 4 (0.65%) Amazon SQS
15 4 (0.65%) AWS Step Functions
Communications & Networking
1 14 (2.27%) HTTP
2 13 (2.10%) FTP
3 7 (1.13%) Internet
4 3 (0.49%) AMQP
5 1 (0.16%) DNS
5 1 (0.16%) Extranet
5 1 (0.16%) LAN
5 1 (0.16%) Network Security
5 1 (0.16%) SMTP
5 1 (0.16%) WebEx
Database & Business Intelligence
1 165 (26.70%) Data Warehouse
2 136 (22.01%) SQL Server
3 105 (16.99%) SQL Server Integration Services
4 81 (13.11%) Power BI
5 67 (10.84%) Big Data
5 67 (10.84%) Data Lake
6 59 (9.55%) Hadoop
7 45 (7.28%) NoSQL
8 43 (6.96%) SQL Server Analysis Services
9 42 (6.80%) SQL Server Reporting Services
10 40 (6.47%) Relational Database
11 32 (5.18%) Azure SQL Database
12 31 (5.02%) Oracle Database
13 27 (4.37%) Data Mart
14 22 (3.56%) BusinessObjects
14 22 (3.56%) PostgreSQL
14 22 (3.56%) SQL Server 2014
15 21 (3.40%) Azure SQL Data Warehouse
15 21 (3.40%) Pentaho
16 17 (2.75%) Cosmos DB
Development Applications
1 22 (3.56%) Jenkins
2 21 (3.40%) Git (software)
3 20 (3.24%) JIRA
4 18 (2.91%) Visual Studio Team System
5 13 (2.10%) Selenium
6 11 (1.78%) Visual Studio
7 9 (1.46%) Eclipse
7 9 (1.46%) ERwin
7 9 (1.46%) Team Foundation Server
8 8 (1.29%) PowerDesigner
9 7 (1.13%) Bitbucket
10 5 (0.81%) ER Studio
10 5 (0.81%) Octopus Deploy
10 5 (0.81%) SoapUI
11 4 (0.65%) Sonatype Nexus
12 3 (0.49%) Cucumber
12 3 (0.49%) IntelliJ
12 3 (0.49%) JUnit
12 3 (0.49%) SonarQube
12 3 (0.49%) TeamCity
General
1 144 (23.30%) Finance
2 34 (5.50%) Marketing
2 34 (5.50%) Public Sector
3 27 (4.37%) Retail
4 23 (3.72%) Banking
5 16 (2.59%) Legal
6 14 (2.27%) Back Office
6 14 (2.27%) Manufacturing
7 11 (1.78%) Financial Institution
8 10 (1.62%) Telecoms
9 9 (1.46%) Electronics
9 9 (1.46%) Front Office
10 6 (0.97%) Pharmaceutical
10 6 (0.97%) Publishing
11 5 (0.81%) Investment Banking
12 3 (0.49%) Advertising
12 3 (0.49%) Aerospace
12 3 (0.49%) Automotive
12 3 (0.49%) Law
12 3 (0.49%) Retail Banking
Job Titles
1 170 (27.51%) Architect
2 144 (23.30%) Developer
3 75 (12.14%) Data Architect
4 72 (11.65%) Analyst
5 50 (8.09%) Data Engineer
6 45 (7.28%) Solutions Architect
7 31 (5.02%) Integration Architect
8 30 (4.85%) Data Analyst
8 30 (4.85%) ETL Developer
9 28 (4.53%) Consultant
10 24 (3.88%) Project Manager
11 21 (3.40%) Business Intelligence Developer
11 21 (3.40%) DevOps Engineer
12 19 (3.07%) Azure Engineer
12 19 (3.07%) Business Analyst
12 19 (3.07%) SQL Developer
13 18 (2.91%) Integration Manager
13 18 (2.91%) Technical Architect
14 17 (2.75%) Administrator
15 16 (2.59%) Enterprise Architect
Libraries, Frameworks & Software Standards
1 72 (11.65%) XML
2 59 (9.55%) Web Services
3 45 (7.28%) .NET
3 45 (7.28%) JSON
4 43 (6.96%) SOAP
5 39 (6.31%) Middleware
5 39 (6.31%) REST
6 20 (3.24%) Node.js
7 19 (3.07%) HTML
7 19 (3.07%) Oracle Fusion
7 19 (3.07%) RESTful
8 16 (2.59%) XSD
9 15 (2.43%) Kafka
10 13 (2.10%) CSS
11 12 (1.94%) TIBCO EMS
11 12 (1.94%) XML Schema
11 12 (1.94%) XSLT
12 11 (1.78%) J2EE
12 11 (1.78%) Java EE
12 11 (1.78%) MDX
Miscellaneous
1 74 (11.97%) Analytical Skills
2 66 (10.68%) Management Information System
3 36 (5.83%) Data Structures
4 29 (4.69%) Enterprise Software
5 18 (2.91%) Reference Data
6 13 (2.10%) Greenfield Project
7 12 (1.94%) Private Cloud
8 10 (1.62%) Virtual Team
9 8 (1.29%) Self-Motivation
10 7 (1.13%) Derivative
10 7 (1.13%) NHS
11 6 (0.97%) Client/Server
11 6 (0.97%) CMDB
11 6 (0.97%) Reinsurance
11 6 (0.97%) Replication
12 5 (0.81%) User Experience
13 4 (0.65%) FMCG
13 4 (0.65%) Life Science
13 4 (0.65%) N-Tier
14 3 (0.49%) Algorithms
Operating Systems
1 58 (9.39%) Linux
2 33 (5.34%) Windows
3 21 (3.40%) Unix
4 7 (1.13%) Windows Server
5 6 (0.97%) Oracle Linux
6 3 (0.49%) Windows Server 2008
6 3 (0.49%) Windows Server 2012
7 2 (0.32%) Android
7 2 (0.32%) Apple iOS
7 2 (0.32%) Red Hat Enterprise Linux
7 2 (0.32%) Windows 10
8 1 (0.16%) HPUX
8 1 (0.16%) Solaris
Processes & Methodologies
1 204 (33.01%) ETL
2 185 (29.94%) Data Modelling
3 172 (27.83%) Agile Software Development
4 152 (24.60%) Business Intelligence
5 142 (22.98%) Migration
6 105 (16.99%) DevOps
7 96 (15.53%) Analytics
8 90 (14.56%) Data Migration
9 86 (13.92%) Data Management
10 85 (13.75%) Data Architecture
11 68 (11.00%) Data Governance
11 68 (11.00%) Master Data Management
12 60 (9.71%) ERP
13 59 (9.55%) Test Automation
14 57 (9.22%) CRM
15 51 (8.25%) Project Delivery
16 50 (8.09%) Data Analysis
17 47 (7.61%) Scrum
18 46 (7.44%) TOGAF
19 41 (6.63%) Stakeholder Management
Programming Languages
1 225 (36.41%) SQL
2 52 (8.41%) Python
3 50 (8.09%) C#
4 48 (7.77%) Java
5 40 (6.47%) T-SQL
6 29 (4.69%) JavaScript
6 29 (4.69%) PowerShell
7 21 (3.40%) PL/SQL
8 13 (2.10%) Data Analysis Expressions (DAX)
9 10 (1.62%) Scala
10 8 (1.29%) C
11 7 (1.13%) Korn
12 6 (0.97%) Shell Script
13 5 (0.81%) Apex Code
13 5 (0.81%) Java 8
13 5 (0.81%) SAS Macro
13 5 (0.81%) XQuery
14 4 (0.65%) C++
14 4 (0.65%) PHP
14 4 (0.65%) Ruby
Qualifications
1 79 (12.78%) Security Cleared
2 73 (11.81%) SC Cleared
3 48 (7.77%) Degree
4 6 (0.97%) HNC
5 5 (0.81%) Computer Science Degree
5 5 (0.81%) DV Cleared
5 5 (0.81%) ISEB
5 5 (0.81%) Microsoft Certification
6 3 (0.49%) AWS Certification
6 3 (0.49%) BPSS Clearance
6 3 (0.49%) ITIL Certification
6 3 (0.49%) Master's Degree
6 3 (0.49%) MCDBA
6 3 (0.49%) MCITP
6 3 (0.49%) PMP
6 3 (0.49%) TOGAF Certification
7 2 (0.32%) CISA
7 2 (0.32%) CISM
7 2 (0.32%) CISSP
7 2 (0.32%) ISTQB
Quality Assurance & Compliance
1 109 (17.64%) Data Quality
2 29 (4.69%) QA
3 13 (2.10%) GDPR
4 6 (0.97%) PMO
4 6 (0.97%) Sarbanes-Oxley
5 3 (0.49%) IFRS
6 2 (0.32%) Disclosure Scotland
6 2 (0.32%) HL7
6 2 (0.32%) SLA
7 1 (0.16%) IFRS 9
7 1 (0.16%) ISO/IEC 27001
7 1 (0.16%) SNOMED CT
7 1 (0.16%) Solvency II
System Software
1 13 (2.10%) Docker
2 10 (1.62%) HDFS
3 6 (0.97%) Active Directory
4 2 (0.32%) Apache Flume
4 2 (0.32%) NDS
4 2 (0.32%) Oracle RAC
4 2 (0.32%) VMware Infrastructure
Systems Management
1 12 (1.94%) Control-M
2 7 (1.13%) Kubernetes
3 4 (0.65%) Data Guard
4 3 (0.49%) Oracle RMAN
5 2 (0.32%) EMC NetWorker
5 2 (0.32%) HP Quality Center
5 2 (0.32%) NetIQ Identity Manager
5 2 (0.32%) Tivoli Storage Manager
6 1 (0.16%) Ansible
6 1 (0.16%) Failover Clustering
6 1 (0.16%) Grafana
6 1 (0.16%) Kubeflow
6 1 (0.16%) Microsoft Clustering
6 1 (0.16%) Prometheus
6 1 (0.16%) SCCM
6 1 (0.16%) Single Sign-On
6 1 (0.16%) Terraform
Vendors
1 123 (19.90%) Microsoft
2 121 (19.58%) Oracle
3 66 (10.68%) SAP
4 46 (7.44%) Tableau
5 43 (6.96%) Databricks
6 42 (6.80%) Informatica
7 28 (4.53%) Talend
8 25 (4.05%) Salesforce.com
9 23 (3.72%) Teradata
10 22 (3.56%) Cloudera
11 18 (2.91%) IBM
12 16 (2.59%) Google
12 16 (2.59%) TIBCO
13 15 (2.43%) Citrix
14 13 (2.10%) BMC
15 11 (1.78%) HP
15 11 (1.78%) Hyperion
16 10 (1.62%) Dell
17 8 (1.29%) Cadence
17 8 (1.29%) DataFlux