Period
to 15 November 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 15 November 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
15 Nov 2018
Same period 2017 Same period 2016
Rank 387 335 377
Rank change year-on-year -52 +42 -27
Contract jobs citing Data Integration 573 702 619
As % of all contract IT jobs advertised in England 0.60% 0.74% 0.63%
As % of the Processes & Methodologies category 0.70% 0.86% 0.73%
Number of daily rates quoted 358 496 391
England median daily rate £475 £475 £475
10th Percentile £354 £325 £350
90th Percentile £675 £650 £660
UK median daily rate £475 £475 £475
Number of hourly rates quoted 7 11 8
England median hourly rate £22.00 £51.50 £25.50
Median hourly rate % change year-on-year -57.28% +101.96% -27.82%
10th Percentile £14.15 £16.64 £11.03
90th Percentile £40.50 £65.50 £28.35
UK median hourly rate £22.00 £51.50 £25.50
% change year-on-year -57.28% +101.96% -27.82%

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 82,271 81,375 84,449
As % of all contract IT jobs advertised in England 86.38% 85.91% 85.49%
Number of daily rates quoted 55,116 54,618 56,145
England median daily rate £475 £450 £425
Median daily rate % change year-on-year +5.56% +5.88% +1.19%
10th Percentile £300 £281 £263
90th Percentile £645 £638 £608
UK median daily rate £460 £450 £425
% change year-on-year +2.22% +5.88% +3.03%
Number of hourly rates quoted 2,111 1,937 2,260
England median hourly rate £22.00 £23.50 £22.84
Median hourly rate % change year-on-year -6.38% +2.91% +3.80%
10th Percentile £11.50 £11.25 £11.25
90th Percentile £51.00 £50.00 £47.83
UK median hourly rate £22.00 £23.14 £22.50
% change year-on-year -4.93% +2.84% +2.27%

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 15 November 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 15 November 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 15 November 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 -30 267 £500 +0.05% 67
South East -33 101 £500 +5.26% 22
North of England -70 67 £450 +2.86% 16
East of England -16 63 £500 +17.65% 15
Midlands -5 42 £425 -15.00% 5
Yorkshire -47 36 £444 -9.90% 5
South West -18 33 £425 +6.25% 13
North West -39 26 £475 -12.04% 10
East Midlands +7 21 £400 -6.43% 1
West Midlands -22 21 £425 -15.00% 4
North East -16 7 £475 -13.64% 1
Data Integration
UK

For the 6 months to 15 November 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.

1 229 (39.97%) SQL
2 210 (36.65%) ETL
3 193 (33.68%) Data Warehouse
4 170 (29.67%) Data Modelling
5 167 (29.14%) Business Intelligence
6 160 (27.92%) Agile Software Development
7 142 (24.78%) Oracle
8 132 (23.04%) Microsoft Azure
9 119 (20.77%) Analytics
10 110 (19.20%) SQL Server
11 106 (18.50%) Migration
12 105 (18.32%) Data Quality
13 102 (17.80%) Finance
14 94 (16.40%) Big Data
15 91 (15.88%) Microsoft
16 90 (15.71%) Relational Database
17 85 (14.83%) Data Architecture
18 84 (14.66%) Hadoop
19 82 (14.31%) Python
20 78 (13.61%) SQL Server Integration Services
21 76 (13.26%) Data Migration
22 74 (12.91%) Analytical Skills
23 69 (12.04%) Data Management
24 68 (11.87%) Informatica
25 67 (11.69%) Talend
26 65 (11.34%) SAP
27 64 (11.17%) Visualisation
28 63 (10.99%) Java
29 56 (9.77%) Apache Spark
30 55 (9.60%) Data Governance

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 56 (9.77%) Apache Spark
2 30 (5.24%) SAS
3 27 (4.71%) SharePoint
4 20 (3.49%) Confluence
5 19 (3.32%) Apache
6 14 (2.44%) Elasticsearch
7 10 (1.75%) Apache Pig
7 10 (1.75%) Oracle SOA Suite
8 5 (0.87%) Oracle Service Bus
9 4 (0.70%) WebLogic
10 3 (0.52%) Apache Qpid
10 3 (0.52%) Apache Solr
10 3 (0.52%) IIS
11 2 (0.35%) CMS
11 2 (0.35%) Mule
11 2 (0.35%) SharePoint 2010
11 2 (0.35%) Tomcat
12 1 (0.17%) JBoss
12 1 (0.17%) Oracle Workflow
12 1 (0.17%) WordPress
Applications
1 25 (4.36%) Microsoft Excel
2 7 (1.22%) Microsoft Office
3 5 (0.87%) Microsoft PowerPoint
4 4 (0.70%) Microsoft Project
5 3 (0.52%) Spreadsheet
6 2 (0.35%) MS Visio
7 1 (0.17%) Shockwave
Business Applications
1 19 (3.32%) Dynamics CRM
2 12 (2.09%) SAP Oil and Gas
3 8 (1.40%) SAP Hybris
4 6 (1.05%) Maximo
5 4 (0.70%) Dynamics AX
6 3 (0.52%) Elite 3E
6 3 (0.52%) HFM
6 3 (0.52%) Markit EDM
6 3 (0.52%) SAP S/4HANA
7 2 (0.35%) Dynamics NAV
7 2 (0.35%) Oracle Procure-to-Pay
7 2 (0.35%) Oracle Receivables
7 2 (0.35%) Remedy ITSM
7 2 (0.35%) SAP BPC
7 2 (0.35%) SAP ERP
7 2 (0.35%) SAP Retail
8 1 (0.17%) Oracle ERP
8 1 (0.17%) SAP CO
8 1 (0.17%) SAP FI/CO
8 1 (0.17%) Summit
Cloud Services
1 132 (23.04%) Microsoft Azure
2 48 (8.38%) Amazon AWS
3 20 (3.49%) Azure Data Factory
4 17 (2.97%) SaaS
5 10 (1.75%) PaaS
6 9 (1.57%) GitHub
7 8 (1.40%) Amazon EMR
7 8 (1.40%) Boomi
7 8 (1.40%) Dynamics 365
8 7 (1.22%) Amazon Kinesis
8 7 (1.22%) IaaS
8 7 (1.22%) Serverless
9 6 (1.05%) Amazon S3
9 6 (1.05%) Cloud Computing
9 6 (1.05%) Data Lake Analytics
9 6 (1.05%) Office 365
10 5 (0.87%) AWS Lambda
10 5 (0.87%) Google Cloud Platform
11 3 (0.52%) iPaaS
11 3 (0.52%) Trello
Communications & Networking
1 8 (1.40%) Internet
2 6 (1.05%) LAN
3 4 (0.70%) Firewall
3 4 (0.70%) FTP
4 3 (0.52%) VoIP
5 2 (0.35%) DMARC
5 2 (0.35%) DNS
5 2 (0.35%) Extranet
5 2 (0.35%) SMS
5 2 (0.35%) SSL
6 1 (0.17%) WAN
Database & Business Intelligence
1 193 (33.68%) Data Warehouse
2 110 (19.20%) SQL Server
3 94 (16.40%) Big Data
4 90 (15.71%) Relational Database
5 84 (14.66%) Hadoop
6 78 (13.61%) SQL Server Integration Services
7 54 (9.42%) Power BI
8 47 (8.20%) Data Lake
9 37 (6.46%) MongoDB
10 34 (5.93%) Apache Hive
11 33 (5.76%) NoSQL
12 32 (5.58%) HBase
13 27 (4.71%) PostgreSQL
14 26 (4.54%) RDBMS
15 25 (4.36%) SQL Server 2012
16 23 (4.01%) BusinessObjects
16 23 (4.01%) Oracle ODI
16 23 (4.01%) SQL Server Reporting Services
17 22 (3.84%) Oracle Database
18 21 (3.66%) Impala
Development Applications
1 29 (5.06%) JIRA
2 14 (2.44%) Selenium
3 11 (1.92%) Git (software)
3 11 (1.92%) Jenkins
3 11 (1.92%) JMeter
3 11 (1.92%) LoadRunner
3 11 (1.92%) SoapUI
3 11 (1.92%) Team Foundation Server
4 10 (1.75%) Visual Studio Team System
5 9 (1.57%) Toad
6 8 (1.40%) Bitbucket
7 7 (1.22%) ERwin
8 6 (1.05%) Visual Studio
9 4 (0.70%) Cucumber
9 4 (0.70%) GitLab
9 4 (0.70%) Maven
10 3 (0.52%) Gradle
10 3 (0.52%) JUnit
10 3 (0.52%) TeamCity
11 2 (0.35%) IntelliJ
General
1 102 (17.80%) Finance
2 42 (7.33%) Retail
3 30 (5.24%) Banking
4 16 (2.79%) Marketing
5 13 (2.27%) Pharmaceutical
6 12 (2.09%) Publishing
7 8 (1.40%) Legal
8 6 (1.05%) Back Office
8 6 (1.05%) Telecoms
9 5 (0.87%) Financial Institution
9 5 (0.87%) Investment Banking
10 4 (0.70%) Manufacturing
11 3 (0.52%) Front Office
11 3 (0.52%) Games
11 3 (0.52%) Law
11 3 (0.52%) Local Government
11 3 (0.52%) Retail Banking
12 2 (0.35%) Advertising
13 1 (0.17%) Aerospace
13 1 (0.17%) Automotive
Job Titles
1 202 (35.25%) Developer
2 131 (22.86%) Architect
3 67 (11.69%) Data Architect
4 56 (9.77%) Analyst
5 50 (8.73%) ETL Developer
6 48 (8.38%) Consultant
7 43 (7.50%) Solutions Architect
8 37 (6.46%) Data Engineer
9 29 (5.06%) Business Intelligence Developer
10 25 (4.36%) SQL Developer
11 23 (4.01%) Data Consultant
12 18 (3.14%) Data Analyst
12 18 (3.14%) Project Manager
13 17 (2.97%) Data Migration Consultant
13 17 (2.97%) Migration Consultant
14 15 (2.62%) Big Data Architect
14 15 (2.62%) Business Analyst
14 15 (2.62%) Talend Developer
15 13 (2.27%) Informatica Developer
15 13 (2.27%) Integration Developer
Libraries, Frameworks & Software Standards
1 43 (7.50%) Web Services
2 39 (6.81%) Kafka
3 35 (6.11%) XML
4 32 (5.58%) REST
5 25 (4.36%) SOAP
6 23 (4.01%) .NET
7 19 (3.32%) JSON
8 18 (3.14%) Middleware
9 14 (2.44%) .NET Framework
10 12 (2.09%) RESTful
10 12 (2.09%) Spring
11 11 (1.92%) Spring Boot
12 10 (1.75%) Oracle Fusion
13 9 (1.57%) AngularJS
13 9 (1.57%) CSS
13 9 (1.57%) RabbitMQ
14 8 (1.40%) HTML
15 7 (1.22%) Node.js
15 7 (1.22%) WSDL
16 6 (1.05%) Spark Streaming
Miscellaneous
1 74 (12.91%) Analytical Skills
2 37 (6.46%) Computer Science
3 30 (5.24%) Algorithms
4 28 (4.89%) Management Information System
5 23 (4.01%) Reference Data
6 19 (3.32%) Data Structures
7 15 (2.62%) Taxonomies
8 11 (1.92%) Self-Motivation
9 10 (1.75%) User Experience
10 9 (1.57%) Client/Server
11 8 (1.40%) Greenfield Project
12 7 (1.22%) CMDB
13 6 (1.05%) Data Centre
14 5 (0.87%) NHS
15 3 (0.52%) Linux Command Line
15 3 (0.52%) Mobile App
15 3 (0.52%) Virtual Team
16 2 (0.35%) Fintech
16 2 (0.35%) Mobile Banking
16 2 (0.35%) Replication
Operating Systems
1 42 (7.33%) Unix
2 20 (3.49%) Linux
3 9 (1.57%) Windows
4 3 (0.52%) Windows Server
5 2 (0.35%) CentOS
6 1 (0.17%) Red Hat Enterprise Linux
Processes & Methodologies
1 210 (36.65%) ETL
2 170 (29.67%) Data Modelling
3 167 (29.14%) Business Intelligence
4 160 (27.92%) Agile Software Development
5 119 (20.77%) Analytics
6 106 (18.50%) Migration
7 85 (14.83%) Data Architecture
8 76 (13.26%) Data Migration
9 69 (12.04%) Data Management
10 64 (11.17%) Visualisation
11 55 (9.60%) Data Governance
12 49 (8.55%) Master Data Management
13 47 (8.20%) Data Analysis
14 46 (8.03%) Data Visualisation
14 46 (8.03%) Metadata Management
14 46 (8.03%) Scrum
15 44 (7.68%) Data Engineering
16 41 (7.16%) CRM
17 37 (6.46%) Problem-Solving
18 36 (6.28%) Project Management
Programming Languages
1 229 (39.97%) SQL
2 82 (14.31%) Python
3 63 (10.99%) Java
4 41 (7.16%) T-SQL
5 39 (6.81%) Shell Script
6 35 (6.11%) R
7 33 (5.76%) JavaScript
7 33 (5.76%) PL/SQL
8 23 (4.01%) C#
9 22 (3.84%) MATLAB
10 21 (3.66%) Scala
11 14 (2.44%) PowerShell
11 14 (2.44%) VBA
12 11 (1.92%) Cypher
13 7 (1.22%) ABAP
13 7 (1.22%) Java 8
14 6 (1.05%) Data Analysis Expressions (DAX)
15 5 (0.87%) ES6
15 5 (0.87%) TypeScript
16 4 (0.70%) VBScript
Qualifications
1 43 (7.50%) Degree
2 36 (6.28%) Security Cleared
3 28 (4.89%) SC Cleared
4 25 (4.36%) Computer Science Degree
5 13 (2.27%) Master's Degree
6 11 (1.92%) ISEB
6 11 (1.92%) ISTQB
7 8 (1.40%) BPSS Clearance
8 5 (0.87%) DBS Check
8 5 (0.87%) PMP
9 4 (0.70%) PMI Certification
9 4 (0.70%) PRINCE2 Certification
10 2 (0.35%) AWS Certification
10 2 (0.35%) PRINCE2 Practitioner
11 1 (0.17%) CBAP
11 1 (0.17%) CISSP
Quality Assurance & Compliance
1 105 (18.32%) Data Quality
2 39 (6.81%) QA
3 16 (2.79%) GDPR
4 9 (1.57%) SLA
5 5 (0.87%) PMO
6 3 (0.52%) Solvency II
7 2 (0.35%) EMIR
7 2 (0.35%) MiFID
8 1 (0.17%) COBIT
8 1 (0.17%) Disclosure Scotland
8 1 (0.17%) GCP
8 1 (0.17%) HL7
8 1 (0.17%) IFRS
8 1 (0.17%) ISO/IEC 27001
8 1 (0.17%) PCI DSS
System Software
1 27 (4.71%) Apache Flume
2 9 (1.57%) HDFS
3 6 (1.05%) Apache ZooKeeper
3 6 (1.05%) Docker
4 5 (0.87%) Active Directory
4 5 (0.87%) Oracle RAC
5 3 (0.52%) Virtual Machines
6 2 (0.35%) VMware Infrastructure
Systems Management
1 6 (1.05%) Oozie
1 6 (1.05%) Terraform
2 5 (0.87%) Opscode Chef
2 5 (0.87%) Puppet
3 4 (0.70%) Ansible
3 4 (0.70%) Kubernetes
4 3 (0.52%) Nagios
5 2 (0.35%) CA Spectrum
5 2 (0.35%) Consul
5 2 (0.35%) Packer
5 2 (0.35%) SCCM
5 2 (0.35%) Tivoli
6 1 (0.17%) Control-M
6 1 (0.17%) MOM
6 1 (0.17%) Single Sign-On
6 1 (0.17%) Systems Management Server (SMS)
Vendors
1 142 (24.78%) Oracle
2 91 (15.88%) Microsoft
3 68 (11.87%) Informatica
4 67 (11.69%) Talend
5 65 (11.34%) SAP
6 47 (8.20%) Tableau
7 25 (4.36%) Alteryx
8 21 (3.66%) IBM
8 21 (3.66%) Teradata
9 20 (3.49%) Ab Initio
10 18 (3.14%) Cloudera
11 17 (2.97%) Salesforce.com
12 15 (2.62%) Hortonworks
12 15 (2.62%) Netezza
13 11 (1.92%) Cognos
13 11 (1.92%) Databricks
13 11 (1.92%) Google
14 10 (1.75%) Workday
15 9 (1.57%) MapR
16 8 (1.40%) hybris