The table below looks at the prevalence of the term Data Integration in IT jobs advertised for the Hertfordshire region. Included is a guide to the salaries offered in IT jobs that have cited Data Integration over the 3 months to 30 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Jul 2016
Same period 2015 Same period 2014
Data Integration
Rank 124 144 141
Rank change year-on-year
+20 -3
Permanent jobs citing Data Integration 13 11 11
As % of all permanent IT jobs located in Hertfordshire 0.65% 0.45% 0.44%
As % of the Miscellaneous category 1.53% 1.07% 1.09%
Number of salaries quoted 13 11 11
Median salary £62,500 £35,000 £65,000
Median salary % change year-on-year
+78.57% -46.15%
UK excluding London median salary £53,000 £46,000 £50,250
% change year-on-year
+15.21% -8.45%
Data Integration
East of England

The following table is for comparison with the above and provides statistics for the entire Miscellaneous category in permanent jobs advertised in the Hertfordshire region.

Miscellaneous Category
Hertfordshire
Permanent IT job ads with a match in the
Miscellaneous category
851 1024 1005
As % of all permanent IT jobs located in Hertfordshire 42.81% 42.26% 40.51%
Number of salaries quoted 697 798 827
Median salary £42,500 £40,000 £45,000
Median salary % change year-on-year
+6.25% -11.11%
90% offered a salary of more than £25,000 £25,900 £29,000
10% offered a salary of more than £65,000 £72,500 £65,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Data Integration
Jobs Demand Trend in Hertfordshire

The demand trend of job ads across the Hertfordshire region citing Data Integration as a proportion of all IT jobs with a match in the Miscellaneous category.

Data Integration Jobs Demand Trend in Hertfordshire

Data Integration
Salary Trend in Hertfordshire

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

Data Integration Salary Trend in Hertfordshire

Data Integration
Salary Histogram in Hertfordshire

This chart provides a salary histogram for IT jobs citing Data Integration across the Hertfordshire region over the 3 months to 30 July 2016.

Data Integration Salary Histogram in Hertfordshire

Data Integration
Job Locations in Hertfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Integration within the Hertfordshire region over the 3 months to 30 July 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Rickmansworth - 3 £57,500 -
Potters Bar - 2 £61,000 -
Data Integration
East of England

Data Integration
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 30 July 2016, IT jobs citing Data Integration also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Hertfordshire region with a requirement for Data Integration.

1 18 (50.00%) Oracle
2 17 (47.22%) SQL
2 17 (47.22%) Data Warehouse
3 15 (41.67%) Scrum
3 15 (41.67%) Agile Software Development
4 14 (38.89%) Java
5 11 (30.56%) Microsoft
5 11 (30.56%) Data Modelling
5 11 (30.56%) MS Excel
6 10 (27.78%) HP
6 10 (27.78%) QA
6 10 (27.78%) Analytical Skills
7 9 (25.00%) Functional Testing
7 9 (25.00%) Oracle Database
7 9 (25.00%) Selenium
7 9 (25.00%) Test Management
7 9 (25.00%) Test Automation
7 9 (25.00%) Cucumber
7 9 (25.00%) Business Intelligence
7 9 (25.00%) HP UFT
7 9 (25.00%) PL/SQL
7 9 (25.00%) Unix
7 9 (25.00%) IBM
7 9 (25.00%) Regression Testing
7 9 (25.00%) Finance
7 9 (25.00%) Exploratory Testing
7 9 (25.00%) Smoke Testing
8 7 (19.44%) TOGAF
8 7 (19.44%) SQL Server
8 7 (19.44%) Computer Science

Data Integration
Top Related IT Skills in Hertfordshire 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 5 (13.89%) Apache Spark
2 3 (8.33%) WebLogic
3 1 (2.78%) Apache Solr
3 1 (2.78%) SAS
Applications
1 11 (30.56%) MS Excel
2 5 (13.89%) MS Office
Business Applications
1 2 (5.56%) MetaTrader
Cloud Services
1 5 (13.89%) Amazon AWS
1 5 (13.89%) Amazon Kinesis
Database & Business Intelligence
1 17 (47.22%) Data Warehouse
2 9 (25.00%) Oracle Database
3 7 (19.44%) SQL Server
4 6 (16.67%) Data Mining
4 6 (16.67%) Hadoop
4 6 (16.67%) SQL Server Integration Services
4 6 (16.67%) SQL Server Reporting Services
5 5 (13.89%) Big Data
5 5 (13.89%) HBase
6 2 (5.56%) Microsoft Analysis Services
6 2 (5.56%) OLTP
6 2 (5.56%) SQL Server Analysis Services
7 1 (2.78%) BusinessObjects
7 1 (2.78%) MongoDB
7 1 (2.78%) Spotfire
Development Applications
1 9 (25.00%) Cucumber
1 9 (25.00%) HP UFT
1 9 (25.00%) Selenium
2 1 (2.78%) JIRA
General
1 9 (25.00%) Finance
2 5 (13.89%) Games
3 2 (5.56%) Retail
4 1 (2.78%) Back Office
4 1 (2.78%) Pharmaceutical
4 1 (2.78%) Telecoms
Job Titles
1 12 (33.33%) Architect
2 9 (25.00%) Analyst
2 9 (25.00%) Test Analyst
3 7 (19.44%) Data Architect
4 6 (16.67%) Developer
4 6 (16.67%) SQL Developer
5 4 (11.11%) Business Intelligence Developer
5 4 (11.11%) Enterprise Data Architect
5 4 (11.11%) SQL BI Developer
6 3 (8.33%) Enterprise Architect
6 3 (8.33%) Oracle Architect
6 3 (8.33%) Oracle SOA Architect
6 3 (8.33%) Oracle Specialist
6 3 (8.33%) SOA Architect
6 3 (8.33%) SOA Expert
6 3 (8.33%) SOA Specialist
6 3 (8.33%) Software Engineer
6 3 (8.33%) SQL Analyst
6 3 (8.33%) Subject Matter Expert
6 3 (8.33%) Support Specialist
Libraries, Frameworks & Software Standards
1 5 (13.89%) Apache Camel
2 3 (8.33%) Middleware
2 3 (8.33%) Oracle Fusion
Miscellaneous
1 10 (27.78%) Analytical Skills
2 7 (19.44%) Computer Science
3 5 (13.89%) Mathematics
3 5 (13.89%) Physics
4 4 (11.11%) Management Information System
5 2 (5.56%) Data Protection Act
5 2 (5.56%) Data Structures
6 1 (2.78%) Data Centre
6 1 (2.78%) Data Extraction
6 1 (2.78%) User Experience
Operating Systems
1 9 (25.00%) Unix
2 2 (5.56%) Linux
3 1 (2.78%) Windows
3 1 (2.78%) Windows Server
Processes & Methodologies
1 15 (41.67%) Agile Software Development
1 15 (41.67%) Scrum
2 11 (30.56%) Data Modelling
3 9 (25.00%) Business Intelligence
3 9 (25.00%) Exploratory Testing
3 9 (25.00%) Functional Testing
3 9 (25.00%) Regression Testing
3 9 (25.00%) Smoke Testing
3 9 (25.00%) Test Automation
3 9 (25.00%) Test Management
4 7 (19.44%) Analytics
4 7 (19.44%) TOGAF
5 6 (16.67%) Asset Management
5 6 (16.67%) Enterprise Architecture
5 6 (16.67%) Information Management
6 5 (13.89%) Data Engineering
6 5 (13.89%) Data Management
6 5 (13.89%) Facilities Management
6 5 (13.89%) Low Latency
6 5 (13.89%) Prototyping
Programming Languages
1 17 (47.22%) SQL
2 14 (38.89%) Java
3 9 (25.00%) PL/SQL
4 6 (16.67%) T-SQL
5 5 (13.89%) Python
5 5 (13.89%) Scala
Qualifications
1 5 (13.89%) Degree
Quality Assurance & Compliance
1 10 (27.78%) QA
2 6 (16.67%) Data Quality
Vendors
1 18 (50.00%) Oracle
2 11 (30.56%) Microsoft
3 10 (27.78%) HP
4 9 (25.00%) IBM
5 2 (5.56%) Tableau
6 1 (2.78%) Informatica
6 1 (2.78%) Laserfiche
6 1 (2.78%) Palantir