Period
to 17 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Hertfordshire 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 17 November 2017 with a comparison to the same period in the previous 2 years.

Data Integration
East of England > Hertfordshire
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 191 182 216
Rank change year-on-year -9 +34 -22
Permanent jobs citing Data Integration 26 33 24
As % of all permanent IT jobs advertised in Hertfordshire 0.59% 0.74% 0.45%
As % of the Processes & Methodologies category 0.70% 0.84% 0.51%
Number of salaries quoted 26 33 24
Hertfordshire median annual salary £60,000 £57,500 £38,750
Median salary % change year-on-year +4.35% +48.39% -40.38%
10th Percentile £41,250 £35,000 £32,500
90th Percentile £67,500 £67,500 £60,375
East of England median annual salary £60,000 £57,500 £40,000
% change year-on-year +4.35% +43.75% -38.46%

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 Hertfordshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Hertfordshire
Permanent vacancies with a requirement for process or methodology skills 3716 3933 4709
As % of all permanent IT jobs advertised in Hertfordshire 84.65% 87.79% 87.45%
Number of salaries quoted 3128 3241 3827
Hertfordshire median annual salary £47,500 £50,000 £47,500
Median salary % change year-on-year -5.00% +5.26% +3.26%
10th Percentile £28,500 £27,500 £26,750
90th Percentile £71,250 £72,500 £71,250
East of England median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +3.57%

Data Integration
Job Vacancy Trend in Hertfordshire

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

Job vacancy trend for Data Integration 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 in Hertfordshire.

Salary trend for Data Integration in Hertfordshire

Data Integration
Salary Histogram in Hertfordshire

The salary distribution of IT jobs citing Data Integration in Hertfordshire over the 6 months to 17 November 2017.

Salary histogram for Data Integration 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 6 months to 17 November 2017. 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
Hatfield +14 24 £60,000 +4.35% 2
Watford -11 1 £55,000 -8.33%
Letchworth - 1 £25,000 -
Data Integration
East of England

For the 6 months to 17 November 2017, 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 15 (57.69%) Oracle
2 13 (50.00%) WebLogic
2 13 (50.00%) SOAP
2 13 (50.00%) Web Services
2 13 (50.00%) XML
2 13 (50.00%) Unix
2 13 (50.00%) Solaris
2 13 (50.00%) Linux
2 13 (50.00%) SOA
2 13 (50.00%) SLA
2 13 (50.00%) IBM
2 13 (50.00%) Middleware
2 13 (50.00%) XML Messaging
2 13 (50.00%) WebSphere
2 13 (50.00%) Load Balancing
2 13 (50.00%) Continuous Integration
2 13 (50.00%) Oracle Fusion
2 13 (50.00%) Oracle Service Bus
2 13 (50.00%) REST
2 13 (50.00%) Oracle SOA Suite
2 13 (50.00%) Oracle Database 12c
2 13 (50.00%) Performance Tuning
2 13 (50.00%) DevOps
2 13 (50.00%) Business Activity Monitoring
2 13 (50.00%) Task Automation
3 12 (46.15%) Advertising
4 11 (42.31%) Data Warehouse
5 10 (38.46%) QlikView
6 9 (34.62%) Business Intelligence
7 8 (30.77%) Analytical Skills

Data Integration
Co-occurring 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 13 (50.00%) Oracle Service Bus
1 13 (50.00%) Oracle SOA Suite
1 13 (50.00%) WebLogic
1 13 (50.00%) WebSphere
2 7 (26.92%) Apache Spark
2 7 (26.92%) SAS
3 1 (3.85%) SugarCRM
Cloud Services
1 7 (26.92%) Google Cloud Platform
Database & Business Intelligence
1 13 (50.00%) Oracle Database 12c
2 11 (42.31%) Data Warehouse
3 10 (38.46%) QlikView
4 8 (30.77%) Big Data
5 7 (26.92%) Apache Cassandra
5 7 (26.92%) BigQuery
5 7 (26.92%) Hadoop
5 7 (26.92%) HBase
5 7 (26.92%) MongoDB
5 7 (26.92%) NoSQL
5 7 (26.92%) Power BI
5 7 (26.92%) SAS EBI
5 7 (26.92%) Sqoop
6 5 (19.23%) SQL Server Integration Services
7 4 (15.38%) SQL Server
7 4 (15.38%) SQL Server 2008
7 4 (15.38%) SQL Server 2012
7 4 (15.38%) SQL Server Reporting Services
8 3 (11.54%) SQL Server Analysis Services
9 2 (7.69%) DTS
Development Applications
1 1 (3.85%) Talend Open Studio
General
1 12 (46.15%) Advertising
2 8 (30.77%) Retail
Job Titles
1 12 (46.15%) DBA
1 12 (46.15%) Oracle DBA
2 9 (34.62%) Oracle Specialist
2 9 (34.62%) SOA Specialist
3 7 (26.92%) Big Data Engineer
3 7 (26.92%) Data Engineer
4 5 (19.23%) Developer
5 3 (11.54%) SSIS Developer
6 2 (7.69%) Business Intelligence Developer
6 2 (7.69%) ETL Developer
6 2 (7.69%) SQL Developer
6 2 (7.69%) SSRS Developer
7 1 (3.85%) Consultant
7 1 (3.85%) Data Consultant
7 1 (3.85%) Data Migration Consultant
7 1 (3.85%) Junior Developer
7 1 (3.85%) Junior Software Developer
7 1 (3.85%) Middleware Specialist
7 1 (3.85%) Migration Consultant
7 1 (3.85%) Support Specialist
Libraries, Frameworks & Software Standards
1 13 (50.00%) Middleware
1 13 (50.00%) Oracle Fusion
1 13 (50.00%) REST
1 13 (50.00%) SOAP
1 13 (50.00%) Web Services
1 13 (50.00%) XML
1 13 (50.00%) XML Messaging
2 1 (3.85%) .NET
2 1 (3.85%) ASP.NET
2 1 (3.85%) CSS
2 1 (3.85%) HTML
Miscellaneous
1 8 (30.77%) Analytical Skills
Operating Systems
1 13 (50.00%) Linux
1 13 (50.00%) Solaris
1 13 (50.00%) Unix
Processes & Methodologies
1 13 (50.00%) Business Activity Monitoring
1 13 (50.00%) Continuous Integration
1 13 (50.00%) DevOps
1 13 (50.00%) Load Balancing
1 13 (50.00%) Performance Tuning
1 13 (50.00%) SOA
1 13 (50.00%) Task Automation
2 9 (34.62%) Business Intelligence
3 8 (30.77%) Migration
4 7 (26.92%) Agile Software Development
4 7 (26.92%) Analytics
4 7 (26.92%) Data Engineering
4 7 (26.92%) Low Latency
4 7 (26.92%) Prototyping
5 5 (19.23%) ETL
6 1 (3.85%) CRM
6 1 (3.85%) Data Analysis
6 1 (3.85%) Data Management
6 1 (3.85%) Data Migration
6 1 (3.85%) OO
Programming Languages
1 8 (30.77%) Java
1 8 (30.77%) Python
2 7 (26.92%) Scala
3 5 (19.23%) SQL
4 4 (15.38%) T-SQL
5 1 (3.85%) C#
5 1 (3.85%) C++
5 1 (3.85%) Perl
5 1 (3.85%) PHP
5 1 (3.85%) Ruby
5 1 (3.85%) VB.NET
Qualifications
1 1 (3.85%) Security Cleared
Quality Assurance & Compliance
1 13 (50.00%) SLA
2 1 (3.85%) Data Quality
Vendors
1 15 (57.69%) Oracle
2 13 (50.00%) IBM
3 7 (26.92%) Google
3 7 (26.92%) Tableau
4 3 (11.54%) Microsoft
5 1 (3.85%) Talend