Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Hourly Rate Histogram Job Locations Skill Sets
Period
to 20 September 2018

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 20 September 2018 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
20 Sep 2018		 Same period 2017 Same period 2016
Rank 374 333 403
Rank change year-on-year -41 +70 -24
Contract jobs citing Data Integration 625 688 582
As % of all contract IT jobs advertised in England 0.66% 0.76% 0.58%
As % of the Processes & Methodologies category 0.77% 0.88% 0.68%
Number of daily rates quoted 414 479 370
England median daily rate £500 £475 £475
Median daily rate % change year-on-year +5.26% - +2.70%
10th Percentile £350 £325 £350
90th Percentile £673 £625 £663
UK median daily rate £490 £460 £475
% change year-on-year +6.52% -3.16% +5.56%
Number of hourly rates quoted 4 8 4
England median hourly rate £20.25 £19.65 £12.69
Median hourly rate % change year-on-year +3.07% +54.86% -64.09%
10th Percentile £12.98 £16.64 £10.73
90th Percentile £50.25 £57.28 £28.63
UK median hourly rate £20.25 £19.65 £12.69
% change year-on-year +3.07% +54.86% -64.09%

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 81,105 77,935 85,078
As % of all contract IT jobs advertised in England 86.25% 85.78% 85.24%
Number of daily rates quoted 54,098 51,736 56,875
England median daily rate £465 £450 £425
Median daily rate % change year-on-year +3.33% +5.88% +3.03%
10th Percentile £300 £281 £263
90th Percentile £638 £625 £606
UK median daily rate £450 £450 £425
% change year-on-year - +5.88% +6.12%
Number of hourly rates quoted 2,220 1,899 2,139
England median hourly rate £21.00 £23.00 £23.00
Median hourly rate % change year-on-year -8.70% - +4.55%
10th Percentile £11.18 £11.25 £11.50
90th Percentile £50.25 £50.00 £47.83
UK median hourly rate £20.50 £24.00 £23.00
% change year-on-year -14.58% +4.35% +4.55%

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 20 September 2018.

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 20 September 2018.

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 20 September 2018. 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 -40 284 £525 +6.60% 53
South East +5 123 £490 +8.89% 15
North of England -60 82 £450 - 17
East of England -14 57 £438 +2.94% 5
Midlands -18 40 £418 -16.50% 13
North West -30 39 £473 +2.16% 10
South West +4 38 £420 +5.00% 15
Yorkshire -57 38 £438 -13.58% 6
East Midlands +12 24 £360 -15.79% 10
West Midlands -34 16 £425 -15.00% 3
North East -11 6 £488 -20.08% 1
Data Integration
UK

For the 6 months to 20 September 2018, 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.

1 233 (37.28%) SQL
2 224 (35.84%) ETL
3 216 (34.56%) Data Warehouse
4 193 (30.88%) Data Modelling
4 193 (30.88%) Agile Software Development
5 188 (30.08%) Business Intelligence
6 148 (23.68%) Finance
6 148 (23.68%) Oracle
7 142 (22.72%) Analytics
8 129 (20.64%) SQL Server
9 115 (18.40%) Data Quality
10 114 (18.24%) Migration
11 113 (18.08%) Big Data
11 113 (18.08%) Microsoft Azure
12 98 (15.68%) Data Architecture
13 96 (15.36%) Microsoft
14 90 (14.40%) Hadoop
15 89 (14.24%) Java
16 84 (13.44%) Data Migration
17 77 (12.32%) SQL Server Integration Services
17 77 (12.32%) Python
17 77 (12.32%) Relational Database
18 76 (12.16%) Informatica
18 76 (12.16%) Data Management
19 75 (12.00%) Visualisation
20 73 (11.68%) Analytical Skills
21 71 (11.36%) Data Governance
22 68 (10.88%) SAP
23 62 (9.92%) Stakeholder Management
23 62 (9.92%) Tableau

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 51 (8.16%) Apache Spark
2 27 (4.32%) SAS
3 24 (3.84%) Apache
4 22 (3.52%) SharePoint
5 17 (2.72%) Apache Pig
6 15 (2.40%) Confluence
6 15 (2.40%) Elasticsearch
7 13 (2.08%) Oracle SOA Suite
8 7 (1.12%) WebSphere
9 5 (0.80%) CMS
9 5 (0.80%) Oracle Service Bus
10 4 (0.64%) Oracle Workflow
10 4 (0.64%) WebLogic
11 3 (0.48%) Apache Qpid
11 3 (0.48%) JBoss
11 3 (0.48%) Oracle BPEL
12 2 (0.32%) Apache Solr
12 2 (0.32%) Mule
12 2 (0.32%) Oracle Coherence
12 2 (0.32%) SharePoint 2010
Applications
1 33 (5.28%) Microsoft Excel
2 10 (1.60%) Microsoft Office
3 6 (0.96%) Microsoft PowerPoint
3 6 (0.96%) MS Visio
4 5 (0.80%) Microsoft Project
5 2 (0.32%) Spreadsheet
6 1 (0.16%) Adobe Creative Suite
6 1 (0.16%) Photoshop
6 1 (0.16%) Shockwave
Business Applications
1 17 (2.72%) Dynamics CRM
2 8 (1.28%) SAP Oil and Gas
3 7 (1.12%) Maximo
4 6 (0.96%) SAP Hybris
4 6 (0.96%) SAP S/4HANA
5 5 (0.80%) Oracle ERP
5 5 (0.80%) Oracle Receivables
6 4 (0.64%) Oracle EBS
7 3 (0.48%) Dynamics AX
7 3 (0.48%) HFM
7 3 (0.48%) Markit EDM
7 3 (0.48%) Oracle General Ledger
7 3 (0.48%) Oracle Payables
7 3 (0.48%) Salesforce.com CRM
7 3 (0.48%) SAP CO
7 3 (0.48%) SAP ERP
7 3 (0.48%) SAP FI
7 3 (0.48%) SAP FI/CO
8 2 (0.32%) Oracle Procure-to-Pay
8 2 (0.32%) SAP BPC
Cloud Services
1 113 (18.08%) Microsoft Azure
2 57 (9.12%) Amazon AWS
3 23 (3.68%) Azure Data Factory
4 22 (3.52%) SaaS
5 14 (2.24%) PaaS
6 10 (1.60%) Serverless
7 9 (1.44%) Google Cloud Platform
7 9 (1.44%) IaaS
8 8 (1.28%) Amazon EMR
8 8 (1.28%) Amazon Kinesis
8 8 (1.28%) Boomi
8 8 (1.28%) iPaaS
9 7 (1.12%) AWS Lambda
10 6 (0.96%) Cloud Computing
10 6 (0.96%) GitHub
10 6 (0.96%) Office 365
10 6 (0.96%) OpenShift
11 5 (0.80%) G Suite
12 4 (0.64%) Dynamics 365
13 3 (0.48%) Cortana Intelligence Suite
Communications & Networking
1 10 (1.60%) Internet
2 7 (1.12%) LAN
3 6 (0.96%) FTP
4 5 (0.80%) Firewall
4 5 (0.80%) Intranet
5 4 (0.64%) DMARC
5 4 (0.64%) SMS
5 4 (0.64%) VLAN
6 3 (0.48%) VoIP
7 2 (0.32%) DNS
7 2 (0.32%) Extranet
7 2 (0.32%) SSL
7 2 (0.32%) WAN
8 1 (0.16%) VPN
8 1 (0.16%) WebEx
Database & Business Intelligence
1 216 (34.56%) Data Warehouse
2 129 (20.64%) SQL Server
3 113 (18.08%) Big Data
4 90 (14.40%) Hadoop
5 77 (12.32%) Relational Database
5 77 (12.32%) SQL Server Integration Services
6 54 (8.64%) Data Lake
7 52 (8.32%) Power BI
8 38 (6.08%) Apache Hive
9 34 (5.44%) MongoDB
10 31 (4.96%) HBase
10 31 (4.96%) NoSQL
11 30 (4.80%) Oracle Database
11 30 (4.80%) PostgreSQL
12 29 (4.64%) Enterprise Data Warehouse
13 27 (4.32%) Pentaho
14 26 (4.16%) MySQL
14 26 (4.16%) SQL Server Analysis Services
14 26 (4.16%) SQL Server Reporting Services
15 25 (4.00%) BusinessObjects
Development Applications
1 27 (4.32%) JIRA
2 17 (2.72%) Visual Studio
3 16 (2.56%) ERwin
3 16 (2.56%) Jenkins
4 15 (2.40%) Visual Studio Team System
5 14 (2.24%) Team Foundation Server
6 11 (1.76%) Git (software)
7 10 (1.60%) JMeter
7 10 (1.60%) LoadRunner
7 10 (1.60%) Selenium
7 10 (1.60%) SoapUI
8 8 (1.28%) Gradle
9 6 (0.96%) Bitbucket
9 6 (0.96%) Cucumber
9 6 (0.96%) Maven
9 6 (0.96%) Toad
10 4 (0.64%) Oracle Forms
10 4 (0.64%) Subversion
11 3 (0.48%) Oracle APEX
11 3 (0.48%) VSS/SourceSafe
General
1 148 (23.68%) Finance
2 43 (6.88%) Banking
3 32 (5.12%) Retail
4 14 (2.24%) Marketing
5 11 (1.76%) Back Office
5 11 (1.76%) Publishing
6 10 (1.60%) Legal
7 7 (1.12%) Games
7 7 (1.12%) Pharmaceutical
8 6 (0.96%) Telecoms
9 5 (0.80%) Advertising
9 5 (0.80%) Investment Banking
10 4 (0.64%) Financial Institution
10 4 (0.64%) Law
10 4 (0.64%) Manufacturing
10 4 (0.64%) Retail Banking
11 3 (0.48%) Local Government
12 2 (0.32%) French Language
12 2 (0.32%) Front Office
13 1 (0.16%) Aerospace
Job Titles
1 196 (31.36%) Developer
2 163 (26.08%) Architect
3 86 (13.76%) Data Architect
4 64 (10.24%) Analyst
5 57 (9.12%) Solutions Architect
6 51 (8.16%) ETL Developer
7 44 (7.04%) Consultant
8 33 (5.28%) Data Engineer
9 30 (4.80%) Business Intelligence Developer
10 28 (4.48%) SQL Developer
11 27 (4.32%) Project Manager
12 24 (3.84%) Data Analyst
13 22 (3.52%) Integration Developer
14 19 (3.04%) Big Data Architect
14 19 (3.04%) Business Analyst
15 16 (2.56%) Technical Architect
16 15 (2.40%) Data Consultant
16 15 (2.40%) Talend Developer
17 14 (2.24%) Azure Architect
18 13 (2.08%) Lead Developer
Libraries, Frameworks & Software Standards
1 54 (8.64%) Web Services
2 41 (6.56%) REST
3 39 (6.24%) XML
4 34 (5.44%) Kafka
4 34 (5.44%) SOAP
5 32 (5.12%) JSON
6 30 (4.80%) .NET
7 23 (3.68%) Middleware
8 13 (2.08%) RESTful
9 12 (1.92%) Oracle Fusion
10 11 (1.76%) HTML
11 10 (1.60%) RabbitMQ
12 9 (1.44%) CSS
12 9 (1.44%) Spring
12 9 (1.44%) Visualforce
13 8 (1.28%) JMS
13 8 (1.28%) Spring Boot
14 7 (1.12%) Spark Streaming
14 7 (1.12%) WSDL
14 7 (1.12%) XSD
Miscellaneous
1 73 (11.68%) Analytical Skills
2 35 (5.60%) Computer Science
3 28 (4.48%) Management Information System
4 26 (4.16%) Reference Data
5 22 (3.52%) Algorithms
6 17 (2.72%) Data Structures
7 13 (2.08%) Taxonomies
8 11 (1.76%) Enterprise Software
8 11 (1.76%) Greenfield Project
8 11 (1.76%) Self-Motivation
9 10 (1.60%) User Experience
10 8 (1.28%) Client/Server
10 8 (1.28%) CMDB
10 8 (1.28%) Data Centre
11 6 (0.96%) Virtual Team
12 5 (0.80%) Clustering
12 5 (0.80%) Mobile App
12 5 (0.80%) NHS
13 4 (0.64%) VLE
14 3 (0.48%) Mainframe
Operating Systems
1 39 (6.24%) Unix
2 27 (4.32%) Linux
3 13 (2.08%) Windows
4 2 (0.32%) CentOS
4 2 (0.32%) Windows Server
5 1 (0.16%) Android
5 1 (0.16%) Apple iOS
5 1 (0.16%) Red Hat Enterprise Linux
5 1 (0.16%) VMS
5 1 (0.16%) Windows Server 2008
Processes & Methodologies
1 224 (35.84%) ETL
2 193 (30.88%) Agile Software Development
2 193 (30.88%) Data Modelling
3 188 (30.08%) Business Intelligence
4 142 (22.72%) Analytics
5 114 (18.24%) Migration
6 98 (15.68%) Data Architecture
7 84 (13.44%) Data Migration
8 76 (12.16%) Data Management
9 75 (12.00%) Visualisation
10 71 (11.36%) Data Governance
11 62 (9.92%) Stakeholder Management
12 55 (8.80%) Metadata Management
13 54 (8.64%) Data Analysis
13 54 (8.64%) Master Data Management
14 45 (7.20%) Data Visualisation
15 44 (7.04%) SDLC
16 43 (6.88%) CRM
17 41 (6.56%) Scrum
18 40 (6.40%) Dimensional Modelling
Programming Languages
1 233 (37.28%) SQL
2 89 (14.24%) Java
3 77 (12.32%) Python
4 40 (6.40%) T-SQL
5 35 (5.60%) JavaScript
6 32 (5.12%) PL/SQL
6 32 (5.12%) R
7 31 (4.96%) Shell Script
8 24 (3.84%) VBA
9 19 (3.04%) C#
9 19 (3.04%) MATLAB
9 19 (3.04%) Scala
10 11 (1.76%) Cypher
11 9 (1.44%) Apex Code
12 6 (0.96%) ABAP
12 6 (0.96%) Data Analysis Expressions (DAX)
13 5 (0.80%) C
13 5 (0.80%) VBScript
14 4 (0.64%) COBOL
14 4 (0.64%) XQuery
Qualifications
1 49 (7.84%) Degree
2 35 (5.60%) Security Cleared
3 28 (4.48%) SC Cleared
4 22 (3.52%) Computer Science Degree
5 14 (2.24%) Master's Degree
6 11 (1.76%) ISEB
7 10 (1.60%) BPSS Clearance
7 10 (1.60%) ISTQB
8 7 (1.12%) PMP
9 4 (0.64%) DBS Check
10 3 (0.48%) PMI Certification
10 3 (0.48%) PRINCE2 Certification
11 1 (0.16%) CBAP
11 1 (0.16%) CISSP
11 1 (0.16%) IIBA
11 1 (0.16%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 115 (18.40%) Data Quality
2 37 (5.92%) QA
3 27 (4.32%) GDPR
4 6 (0.96%) PMO
4 6 (0.96%) SLA
5 5 (0.80%) GCP
6 3 (0.48%) COBIT
6 3 (0.48%) Solvency II
7 2 (0.32%) EMIR
7 2 (0.32%) ISO 20022
7 2 (0.32%) MiFID
7 2 (0.32%) PSD2
8 1 (0.16%) Disclosure Scotland
8 1 (0.16%) HL7
8 1 (0.16%) IFRS
8 1 (0.16%) ISO/IEC 27001
8 1 (0.16%) PCI DSS
System Software
1 28 (4.48%) Apache Flume
2 14 (2.24%) Docker
3 10 (1.60%) HDFS
4 7 (1.12%) Apache ZooKeeper
5 6 (0.96%) Active Directory
5 6 (0.96%) Virtual Machines
6 4 (0.64%) Oracle RAC
7 2 (0.32%) Samba
7 2 (0.32%) VMware Infrastructure
Systems Management
1 11 (1.76%) Oozie
1 11 (1.76%) Terraform
2 8 (1.28%) Kubernetes
2 8 (1.28%) Puppet
3 7 (1.12%) MOM
3 7 (1.12%) Opscode Chef
4 5 (0.80%) Ansible
4 5 (0.80%) Consul
4 5 (0.80%) Packer
5 3 (0.48%) Nagios
5 3 (0.48%) Single Sign-On
5 3 (0.48%) Systems Management Server (SMS)
6 2 (0.32%) CA Spectrum
6 2 (0.32%) Control-M
6 2 (0.32%) Matomo
6 2 (0.32%) SCCM
6 2 (0.32%) Tivoli
7 1 (0.16%) SCOrch
Vendors
1 148 (23.68%) Oracle
2 96 (15.36%) Microsoft
3 76 (12.16%) Informatica
4 68 (10.88%) SAP
5 62 (9.92%) Tableau
5 62 (9.92%) Talend
6 36 (5.76%) IBM
7 32 (5.12%) Salesforce.com
8 24 (3.84%) Alteryx
9 22 (3.52%) Teradata
10 21 (3.36%) Hortonworks
11 20 (3.20%) Google
12 19 (3.04%) Cloudera
13 18 (2.88%) Ab Initio
14 15 (2.40%) Cognos
15 14 (2.24%) Netezza
15 14 (2.24%) ServiceNow
16 12 (1.92%) CA
17 10 (1.60%) MapR
17 10 (1.60%) Workday