The following table provides summary statistics for permanent job vacancies advertised in Bedfordshire with a requirement for ETL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited ETL over the 3 months to 23 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
East of England / Bedfordshire
Rank 61 80 56
Rank change year-on-year +19 -24  
Permanent jobs citing ETL 10 5 34
As % of all permanent IT jobs advertised in Bedfordshire 1.58% 0.63% 3.09%
As % of the Processes & Methodologies category 1.77% 0.68% 3.52%
Number of salaries quoted 4 5 29
Median salary £46,500 £50,000 £62,500
Median salary % change year-on-year -7.00% -20.00%  
90% offered a salary of more than £39,250 £47,000 £47,500
10% offered a salary of more than £48,500 £63,000 £80,000
UK excluding London median salary £45,000 £45,000 £45,000

ETL is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Bedfordshire with a requirement for process and methodology skills.

Process & Methodology Skills
Bedfordshire
Permanent job vacancies with a requirement for process and methodology skills 566 733 967
As % of all permanent IT job vacancies advertised in Bedfordshire 89.27% 92.67% 87.99%
Number of salaries quoted 423 600 724
Median salary £47,500 £50,000 £46,000
Median salary % change year-on-year -5.00% +8.69%  
90% offered a salary of more than £30,000 £37,500 £32,500
10% offered a salary of more than £67,500 £72,500 £75,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

ETL
Job Vacancy Trend in Bedfordshire

The job posting trend of jobs advertised in Bedfordshire citing ETL as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for ETL in Bedfordshire

ETL
Salary Trend in Bedfordshire

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

Salary trend for ETL 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 March 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 +11 6 £48,500 -7.61%
ETL
East of England

ETL
Top 30 Related IT Skills in Bedfordshire

For the 6 months to 23 March 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 18 (58.06%) Agile Software Development
2 16 (51.61%) J2EE
3 15 (48.39%) Microsoft
4 13 (41.94%) SQL Server
5 12 (38.71%) SQL Server Integration Services
6 11 (35.48%) SQL Server Analysis Services
6 11 (35.48%) Waterfall
6 11 (35.48%) Informatica
6 11 (35.48%) Automated Testing
6 11 (35.48%) Systems Analysis
6 11 (35.48%) Oracle
7 10 (32.26%) Java
7 10 (32.26%) Business Intelligence
7 10 (32.26%) SQL Server Reporting Services
8 9 (29.03%) DevOps
8 9 (29.03%) SDLC
9 8 (25.81%) Power BI
9 8 (25.81%) Data Warehouse
9 8 (25.81%) SQL
10 7 (22.58%) ITIL
10 7 (22.58%) Data Modelling
11 6 (19.35%) Business Analysis
11 6 (19.35%) Continuous Integration
11 6 (19.35%) Jenkins
11 6 (19.35%) SQL Server 2008
11 6 (19.35%) Pega
11 6 (19.35%) SOA
11 6 (19.35%) OO
11 6 (19.35%) JBoss
11 6 (19.35%) Tomcat

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 6 (19.35%) JBoss
1 6 (19.35%) Tomcat
1 6 (19.35%) WebLogic
2 1 (3.23%) SharePoint
2 1 (3.23%) SharePoint Server
2 1 (3.23%) WebSphere
2 1 (3.23%) WebSphere Application Server
Applications
1 6 (19.35%) MS Excel
2 1 (3.23%) EngageOne
Business Applications
1 5 (16.13%) BusinessWorks
2 1 (3.23%) Exstream
Cloud Services
1 4 (12.90%) Amazon AWS
1 4 (12.90%) Microsoft Azure
Database & Business Intelligence
1 13 (41.94%) SQL Server
2 12 (38.71%) SQL Server Integration Services
3 11 (35.48%) SQL Server Analysis Services
4 10 (32.26%) SQL Server Reporting Services
5 8 (25.81%) Data Warehouse
5 8 (25.81%) Power BI
6 6 (19.35%) SQL Server 2008
7 5 (16.13%) QlikView
8 4 (12.90%) Enterprise Data Warehouse
8 4 (12.90%) OLAP
8 4 (12.90%) OLTP
9 2 (6.45%) Relational Database
10 1 (3.23%) Oracle Database
Development Applications
1 6 (19.35%) Jenkins
2 1 (3.23%) Team Foundation Server
General
1 2 (6.45%) Advertising
2 1 (3.23%) Finance
2 1 (3.23%) Marketing
2 1 (3.23%) Retail
Job Titles
1 13 (41.94%) Analyst
2 7 (22.58%) Business Intelligence Analyst
3 6 (19.35%) Designer
3 6 (19.35%) Solutions Designer
4 5 (16.13%) Architect
4 5 (16.13%) Business Analyst
4 5 (16.13%) DBA
4 5 (16.13%) Lead Business Analyst
4 5 (16.13%) Technical Analyst
4 5 (16.13%) Technical Business Analyst
4 5 (16.13%) Technical Leader
5 4 (12.90%) Report Analyst
5 4 (12.90%) SQL Analyst
6 3 (9.68%) SQL DBA
7 2 (6.45%) Administrator
7 2 (6.45%) SQL Reporting Analyst
7 2 (6.45%) SQL Support Analyst
7 2 (6.45%) Support Analyst
8 1 (3.23%) Business Intelligence Support Analyst
8 1 (3.23%) Database Analyst
Libraries, Frameworks & Software Standards
1 16 (51.61%) J2EE
2 6 (19.35%) .NET
2 6 (19.35%) EJB
2 6 (19.35%) JDBC
3 5 (16.13%) Java SE
3 5 (16.13%) JPA
3 5 (16.13%) Spring
3 5 (16.13%) Web Services
4 1 (3.23%) JRules
4 1 (3.23%) Servlets
Miscellaneous
1 4 (12.90%) Analytical Skills
1 4 (12.90%) Foreign Exchange (FX)
1 4 (12.90%) Replication
1 4 (12.90%) Virtual Team
2 2 (6.45%) Clustering
2 2 (6.45%) Management Information System
Operating Systems
1 2 (6.45%) Windows
Processes & Methodologies
1 18 (58.06%) Agile Software Development
2 11 (35.48%) Automated Testing
2 11 (35.48%) Systems Analysis
2 11 (35.48%) Waterfall
3 10 (32.26%) Business Intelligence
4 9 (29.03%) DevOps
4 9 (29.03%) SDLC
5 7 (22.58%) Data Modelling
5 7 (22.58%) ITIL
6 6 (19.35%) Business Analysis
6 6 (19.35%) Change Management
6 6 (19.35%) Continuous Integration
6 6 (19.35%) Data Analysis
6 6 (19.35%) OO
6 6 (19.35%) Scrum
6 6 (19.35%) SOA
7 5 (16.13%) Business Transformation
7 5 (16.13%) Dimensional Modelling
7 5 (16.13%) Kanban
7 5 (16.13%) Presales
Programming Languages
1 10 (32.26%) Java
2 8 (25.81%) SQL
3 4 (12.90%) T-SQL
Qualifications
1 5 (16.13%) AWS Certification
1 5 (16.13%) Oracle Certification
Quality Assurance & Compliance
1 5 (16.13%) PCI DSS
2 3 (9.68%) SLA
Systems Management
1 1 (3.23%) Dollar Universe
Vendors
1 15 (48.39%) Microsoft
2 11 (35.48%) Informatica
2 11 (35.48%) Oracle
3 6 (19.35%) Pega
4 5 (16.13%) TIBCO
5 1 (3.23%) HP
5 1 (3.23%) IBM
5 1 (3.23%) Sybase