The table below looks at the statistics for ETL skills in IT jobs advertised for the Bedfordshire region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 23 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Feb 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
East of England / Bedfordshire
Rank 55 75 66
Rank change year-on-year
+20 -9
Permanent jobs citing ETL 12 8 28
As % of all permanent IT jobs located in Bedfordshire 1.98% 1.02% 2.68%
As % of the Processes & Methodologies category 2.22% 1.14% 3.15%
Number of salaries quoted 8 6 25
Median salary £46,500 £59,000 £65,000
Median salary % change year-on-year
-21.18% -9.23%
90% offered a salary of more than £37,000 £50,000 £47,500
10% offered a salary of more than £48,950 £65,000 £85,000
UK excluding London median salary £45,000 £45,000 £44,500
% change year-on-year
- +1.12%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Bedfordshire region.

Processes & Methodologies Category
Bedfordshire
Permanent IT job ads with a match in the
Processes & Methodologies category
541 702 889
As % of all permanent IT jobs located in Bedfordshire 89.13% 89.54% 85.23%
Number of salaries quoted 446 625 703
Median salary £48,500 £50,000 £45,000
Median salary % change year-on-year
-3.00% +11.11%
90% offered a salary of more than £32,500 £35,000 £32,500
10% offered a salary of more than £67,500 £72,500 £70,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

ETL
Jobs Demand Trend in Bedfordshire

The demand trend of job ads across the Bedfordshire region citing ETL as a proportion of all IT jobs with a match in the Processes & Methodologies category.

ETL Jobs Demand Trend in Bedfordshire

ETL
Salary Trend in Bedfordshire

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

ETL Salary Trend in Bedfordshire

ETL
Salary Histogram in Bedfordshire

This chart provides a salary histogram for IT jobs citing ETL across the Bedfordshire region over the 3 months to 23 February 2017.

ETL Salary Histogram in Bedfordshire

ETL
Job Locations in Bedfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the Bedfordshire region over the 3 months to 23 February 2017. 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 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
Luton +8 6 £48,500 -17.79%
ETL
East of England

ETL
Top 30 Related IT Skills in Bedfordshire

For the 6 months to 23 February 2017, IT jobs citing ETL 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 Bedfordshire region with a requirement for ETL.

1 16 (47.06%) Agile Software Development
2 15 (44.12%) Business Intelligence
2 15 (44.12%) Microsoft
3 14 (41.18%) J2EE
3 14 (41.18%) Oracle
4 13 (38.24%) SQL Server
4 13 (38.24%) SQL
5 12 (35.29%) SQL Server Integration Services
6 11 (32.35%) SQL Server Analysis Services
6 11 (32.35%) SOA
7 10 (29.41%) Java
7 10 (29.41%) SQL Server Reporting Services
7 10 (29.41%) QlikView
8 9 (26.47%) Automated Testing
8 9 (26.47%) Systems Analysis
8 9 (26.47%) Waterfall
8 9 (26.47%) DevOps
8 9 (26.47%) SDLC
8 9 (26.47%) Informatica
9 8 (23.53%) Data Warehouse
9 8 (23.53%) Power BI
10 7 (20.59%) Data Modelling
10 7 (20.59%) ITIL
10 7 (20.59%) Advertising
11 6 (17.65%) Scrum
11 6 (17.65%) Data Analysis
11 6 (17.65%) Retail
11 6 (17.65%) Change Management
11 6 (17.65%) EJB
11 6 (17.65%) JDBC

ETL
Top Related IT Skills in Bedfordshire 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 (14.71%) Oracle SOA Suite
2 4 (11.76%) JBoss
2 4 (11.76%) Tomcat
2 4 (11.76%) WebLogic
3 1 (2.94%) SharePoint
3 1 (2.94%) SharePoint Server
3 1 (2.94%) WebSphere
3 1 (2.94%) WebSphere Application Server
Applications
1 6 (17.65%) MS Excel
2 1 (2.94%) EngageOne
Business Applications
1 3 (8.82%) BusinessWorks
2 1 (2.94%) Exstream
Cloud Services
1 4 (11.76%) Amazon AWS
1 4 (11.76%) Microsoft Azure
Database & Business Intelligence
1 13 (38.24%) SQL Server
2 12 (35.29%) SQL Server Integration Services
3 11 (32.35%) SQL Server Analysis Services
4 10 (29.41%) QlikView
4 10 (29.41%) SQL Server Reporting Services
5 8 (23.53%) Data Warehouse
5 8 (23.53%) Power BI
6 6 (17.65%) SQL Server 2008
7 5 (14.71%) BusinessObjects
7 5 (14.71%) BusinessObjects Web Intelligence
8 4 (11.76%) Enterprise Data Warehouse
8 4 (11.76%) OLAP
8 4 (11.76%) OLTP
9 2 (5.88%) Relational Database
10 1 (2.94%) Oracle Database
Development Applications
1 5 (14.71%) Talend Open Studio
2 4 (11.76%) Jenkins
3 1 (2.94%) Team Foundation Server
General
1 7 (20.59%) Advertising
2 6 (17.65%) Retail
3 5 (14.71%) Billing
4 1 (2.94%) Finance
4 1 (2.94%) Marketing
Job Titles
1 18 (52.94%) Analyst
2 12 (35.29%) Business Intelligence Analyst
3 5 (14.71%) Architect
3 5 (14.71%) Business Analyst
3 5 (14.71%) DBA
3 5 (14.71%) Lead Business Analyst
3 5 (14.71%) Technical Analyst
3 5 (14.71%) Technical Business Analyst
3 5 (14.71%) Technical Leader
4 4 (11.76%) Designer
4 4 (11.76%) Report Analyst
4 4 (11.76%) Solutions Designer
4 4 (11.76%) SQL Analyst
5 3 (8.82%) SQL DBA
6 2 (5.88%) Administrator
6 2 (5.88%) SQL Reporting Analyst
6 2 (5.88%) SQL Support Analyst
6 2 (5.88%) Support Analyst
7 1 (2.94%) Business Intelligence Support Analyst
7 1 (2.94%) Database Analyst
Libraries, Frameworks & Software Standards
1 14 (41.18%) J2EE
2 6 (17.65%) .NET
2 6 (17.65%) EJB
2 6 (17.65%) JDBC
3 5 (14.71%) Java SE
3 5 (14.71%) JPA
3 5 (14.71%) Spring
3 5 (14.71%) Web Services
4 1 (2.94%) JRules
4 1 (2.94%) Servlets
Miscellaneous
1 4 (11.76%) Analytical Skills
1 4 (11.76%) Replication
2 2 (5.88%) Clustering
2 2 (5.88%) Foreign Exchange (FX)
2 2 (5.88%) Management Information System
2 2 (5.88%) Virtual Team
Operating Systems
1 2 (5.88%) Windows
Processes & Methodologies
1 16 (47.06%) Agile Software Development
2 15 (44.12%) Business Intelligence
3 11 (32.35%) SOA
4 9 (26.47%) Automated Testing
4 9 (26.47%) DevOps
4 9 (26.47%) SDLC
4 9 (26.47%) Systems Analysis
4 9 (26.47%) Waterfall
5 7 (20.59%) Data Modelling
5 7 (20.59%) ITIL
6 6 (17.65%) Business Analysis
6 6 (17.65%) Change Management
6 6 (17.65%) Data Analysis
6 6 (17.65%) OO
6 6 (17.65%) Scrum
7 5 (14.71%) Business Transformation
7 5 (14.71%) Contact Management
7 5 (14.71%) Dimensional Modelling
7 5 (14.71%) Kanban
7 5 (14.71%) Presales
Programming Languages
1 13 (38.24%) SQL
2 10 (29.41%) Java
3 4 (11.76%) T-SQL
Qualifications
1 5 (14.71%) AWS Certification
1 5 (14.71%) Degree
1 5 (14.71%) Oracle Certification
Quality Assurance & Compliance
1 5 (14.71%) PCI DSS
2 3 (8.82%) SLA
Systems Management
1 1 (2.94%) Dollar Universe
Vendors
1 15 (44.12%) Microsoft
2 14 (41.18%) Oracle
3 9 (26.47%) Informatica
4 6 (17.65%) Pega
5 5 (14.71%) SAP
5 5 (14.71%) Talend
6 3 (8.82%) TIBCO
7 1 (2.94%) HP
7 1 (2.94%) IBM
7 1 (2.94%) Sybase