Period
to 18 February 2020

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire 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 18 February 2020 with a comparison to the same period in the previous 2 years.

Data Integration
England > Yorkshire
6 months to
18 Feb 2020
Same period 2019 Same period 2018
Rank 205 217 239
Rank change year-on-year +12 +22 +17
Permanent jobs citing Data Integration 35 52 69
As % of all permanent IT jobs advertised in Yorkshire 0.57% 0.72% 0.70%
As % of the Processes & Methodologies category 0.63% 0.78% 0.75%
Number of salaries quoted 18 41 55
Yorkshire median annual salary £57,500 £49,337 £52,500
Median salary % change year-on-year +16.55% -6.02% +16.67%
10th Percentile £38,218 £41,250 £40,000
90th Percentile £98,601 £63,354 £78,000
England median annual salary £67,500 £60,000 £57,500
% change year-on-year +12.50% +4.35% -

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 advertised in Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Yorkshire
Permanent vacancies with a requirement for process or methodology skills 5,592 6,709 9,160
As % of all permanent IT jobs advertised in Yorkshire 91.16% 92.65% 92.78%
Number of salaries quoted 4,595 5,462 7,819
Yorkshire median annual salary £45,000 £43,000 £42,500
Median salary % change year-on-year +4.65% +1.18% +3.66%
10th Percentile £27,500 £26,250 £26,250
90th Percentile £68,750 £62,512 £60,000
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% -

Data Integration
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Data Integration in Yorkshire

Data Integration
Salary Trend in Yorkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Integration in Yorkshire.

Salary trend for Data Integration in Yorkshire

Data Integration
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Data Integration in Yorkshire over the 6 months to 18 February 2020.

Salary histogram for Data Integration in Yorkshire

Data Integration
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Integration within the Yorkshire region over the 6 months to 18 February 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire -14 17 £56,250 +14.01% 6
North Yorkshire - 14 £39,000 - 1
South Yorkshire +18 2 £57,500 - 3
East Yorkshire - 1 - -
Data Integration
England

For the 6 months to 18 February 2020, IT 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 permanent job ads across the Yorkshire region with a requirement for Data Integration.

1 21 (60.00%) Analytics
2 20 (57.14%) Finance
3 19 (54.29%) C#
4 18 (51.43%) JavaScript
5 17 (48.57%) Web Services
5 17 (48.57%) Software Engineering
6 16 (45.71%) Java
7 15 (42.86%) HTML
7 15 (42.86%) ERP
8 14 (40.00%) Degree
9 13 (37.14%) Advent
9 13 (37.14%) Force.com
9 13 (37.14%) Benchmarking
9 13 (37.14%) Salesforce.com
9 13 (37.14%) Scrum
9 13 (37.14%) OO
9 13 (37.14%) Enterprise Software
9 13 (37.14%) Performance Analysis
9 13 (37.14%) FinancialForce
9 13 (37.14%) Customer-Centricity
9 13 (37.14%) Sprint Planning
10 12 (34.29%) Business Intelligence
11 10 (28.57%) Agile Software Development
12 9 (25.71%) ETL
12 9 (25.71%) Data Warehouse
12 9 (25.71%) SQL
13 8 (22.86%) Analytical Skills
14 7 (20.00%) Data Modelling
14 7 (20.00%) Data Management
15 6 (17.14%) Data Quality

Data Integration
Co-occurring IT Skills in Yorkshire 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 3 (8.57%) Confluence
1 3 (8.57%) Oracle HTTP Server
1 3 (8.57%) WebLogic
2 1 (2.86%) CMS
2 1 (2.86%) IIS
2 1 (2.86%) Oracle SOA Suite
Business Applications
1 1 (2.86%) Dynamics CRM
Cloud Services
1 13 (37.14%) FinancialForce
1 13 (37.14%) Force.com
2 4 (11.43%) AWS
3 3 (8.57%) Amazon EC2
3 3 (8.57%) Amazon Kinesis
3 3 (8.57%) Amazon SageMaker
3 3 (8.57%) Azure
3 3 (8.57%) Power Platform
4 1 (2.86%) Amazon S3
4 1 (2.86%) Azure Data Factory
4 1 (2.86%) Dynamics 365
4 1 (2.86%) GitHub
Communications & Networking
1 3 (8.57%) HTTP
Database & Business Intelligence
1 9 (25.71%) Data Warehouse
2 4 (11.43%) SQL Server
3 3 (8.57%) Amazon Athena
3 3 (8.57%) Amazon Aurora
3 3 (8.57%) Amazon RDS
3 3 (8.57%) Big Data
3 3 (8.57%) Data Lake
3 3 (8.57%) OLAP
3 3 (8.57%) Oracle Reports
3 3 (8.57%) Pentaho
3 3 (8.57%) Power BI
3 3 (8.57%) Snowflake Schema
3 3 (8.57%) SQL Server Reporting Services
4 2 (5.71%) Apache Hive
4 2 (5.71%) BusinessObjects
4 2 (5.71%) OLTP
5 1 (2.86%) Amazon Redshift
5 1 (2.86%) Oracle ODI
5 1 (2.86%) SQL Server Analysis Services
5 1 (2.86%) SQL Server Integration Services
Development Applications
1 3 (8.57%) Bitbucket
1 3 (8.57%) Jenkins
1 3 (8.57%) JIRA
1 3 (8.57%) Oracle Forms
1 3 (8.57%) Visual Studio
General
1 20 (57.14%) Finance
2 1 (2.86%) Retail
Job Titles
1 21 (60.00%) Developer
2 14 (40.00%) Software Developer
3 4 (11.43%) Architect
3 4 (11.43%) Data Architect
4 3 (8.57%) Associate Director
4 3 (8.57%) AWS Developer
4 3 (8.57%) ETL Developer
5 2 (5.71%) Big Data Developer
5 2 (5.71%) Data Manager
5 2 (5.71%) Data Warehouse Manager
6 1 (2.86%) Analyst
6 1 (2.86%) Business Intelligence Manager
6 1 (2.86%) Business Manager
6 1 (2.86%) Development Analyst
6 1 (2.86%) Development Support Analyst
6 1 (2.86%) IT Manager
6 1 (2.86%) Linux Engineer
6 1 (2.86%) Middleware Developer
6 1 (2.86%) Operational Support Analyst
6 1 (2.86%) Platform Engineer
Libraries, Frameworks & Software Standards
1 17 (48.57%) Web Services
2 15 (42.86%) HTML
3 3 (8.57%) .NET
3 3 (8.57%) Middleware
4 2 (5.71%) .NET Core
4 2 (5.71%) CSS
5 1 (2.86%) AngularJS
5 1 (2.86%) jQuery
5 1 (2.86%) JSON
5 1 (2.86%) React
5 1 (2.86%) WCF
Miscellaneous
1 13 (37.14%) Enterprise Software
2 8 (22.86%) Analytical Skills
3 4 (11.43%) User Experience
4 3 (8.57%) Life Science
4 3 (8.57%) Management Information System
4 3 (8.57%) NHS
5 1 (2.86%) Greenfield Project
Operating Systems
1 3 (8.57%) HPUX
1 3 (8.57%) Linux
1 3 (8.57%) Red Hat Enterprise Linux
2 1 (2.86%) Windows
Processes & Methodologies
1 21 (60.00%) Analytics
2 17 (48.57%) Software Engineering
3 15 (42.86%) ERP
4 13 (37.14%) Benchmarking
4 13 (37.14%) Customer-Centricity
4 13 (37.14%) OO
4 13 (37.14%) Performance Analysis
4 13 (37.14%) Scrum
4 13 (37.14%) Sprint Planning
5 12 (34.29%) Business Intelligence
6 10 (28.57%) Agile Software Development
7 9 (25.71%) ETL
8 7 (20.00%) Data Management
8 7 (20.00%) Data Modelling
9 5 (14.29%) Coaching
10 4 (11.43%) Data Architecture
10 4 (11.43%) DevOps
10 4 (11.43%) Translating Business Requirements
11 3 (8.57%) Data Cleansing
11 3 (8.57%) Product Management
Programming Languages
1 19 (54.29%) C#
2 18 (51.43%) JavaScript
3 16 (45.71%) Java
4 9 (25.71%) SQL
5 6 (17.14%) Python
6 3 (8.57%) Ruby
6 3 (8.57%) Scala
6 3 (8.57%) T-SQL
7 1 (2.86%) Bash Shell
7 1 (2.86%) PowerShell
7 1 (2.86%) X++
Qualifications
1 14 (40.00%) Degree
2 1 (2.86%) MCSA
2 1 (2.86%) MCSD
2 1 (2.86%) MCSE
2 1 (2.86%) Microsoft Certification
Quality Assurance & Compliance
1 6 (17.14%) Data Quality
2 3 (8.57%) HL7
3 2 (5.71%) QA
Vendors
1 13 (37.14%) Advent
1 13 (37.14%) Salesforce.com
2 5 (14.29%) Oracle
3 3 (8.57%) Hyperion
3 3 (8.57%) Microsoft
3 3 (8.57%) Red Hat
4 2 (5.71%) Cloudera
4 2 (5.71%) SAP