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 25 June 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
East of England / Bedfordshire
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 46 78 83
Rank change year-on-year +32 +5  
Permanent jobs citing ETL 21 8 14
As % of all permanent IT jobs advertised in Bedfordshire 3.58% 0.89% 1.26%
As % of the Processes & Methodologies category 3.85% 0.97% 1.42%
Number of salaries quoted 12 8 14
Median salary £55,000 £46,250 £65,000
Median salary % change year-on-year +18.91% -28.84%  
90% offered a salary of more than £42,500 £36,200 £49,500
10% offered a salary of more than £62,500 £59,000 £75,000
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 545 829 989
As % of all permanent IT job vacancies advertised in Bedfordshire 92.84% 92.01% 89.10%
Number of salaries quoted 416 748 826
Median salary £47,500 £50,000 £47,500
Median salary % change year-on-year -5.00% +5.26%  
90% offered a salary of more than £35,000 £37,500 £32,500
10% offered a salary of more than £60,000 £72,500 £72,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

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
Salary Histogram in Bedfordshire

The salary distribution of IT jobs citing ETL in Bedfordshire over the 3 months to 25 June 2017.

Salary histogram 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 25 June 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 +13 11 £42,500 -5.55% 2
Dunstable - 3 £55,000 -
Bedford +14 2 £62,500 +190.69%
ETL
East of England

For the 6 months to 25 June 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 21 (67.74%) SQL Server
2 18 (58.06%) SQL
2 18 (58.06%) SQL Server Integration Services
3 14 (45.16%) SQL Server Reporting Services
3 14 (45.16%) Oracle
3 14 (45.16%) Business Intelligence
3 14 (45.16%) SQL Server Analysis Services
4 13 (41.94%) Data Warehouse
5 11 (35.48%) Microsoft
5 11 (35.48%) Informatica
5 11 (35.48%) Foreign Exchange (FX)
5 11 (35.48%) TIBCO
5 11 (35.48%) JBoss
6 10 (32.26%) Data Architecture
7 9 (29.03%) Relational Database
7 9 (29.03%) Java
7 9 (29.03%) SOA
8 8 (25.81%) Agile Software Development
9 7 (22.58%) Retail
9 7 (22.58%) Stakeholder Management
9 7 (22.58%) TOGAF
9 7 (22.58%) Spring
9 7 (22.58%) RDBMS
9 7 (22.58%) EJB
9 7 (22.58%) JDBC
9 7 (22.58%) Servlets
9 7 (22.58%) SOAP
9 7 (22.58%) Web Services
9 7 (22.58%) Oracle SOA Suite
9 7 (22.58%) Data Integration

ETL
Co-occurring 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 11 (35.48%) JBoss
2 7 (22.58%) Oracle SOA Suite
3 4 (12.90%) Tomcat
3 4 (12.90%) WebLogic
4 2 (6.45%) Apache Spark
Applications
1 3 (9.68%) Microsoft Excel
1 3 (9.68%) Microsoft PowerPoint
1 3 (9.68%) MS Visio
Business Applications
1 4 (12.90%) BusinessWorks
2 3 (9.68%) Oracle Applications
Cloud Services
1 5 (16.13%) Microsoft Azure
Database & Business Intelligence
1 21 (67.74%) SQL Server
2 18 (58.06%) SQL Server Integration Services
3 14 (45.16%) SQL Server Analysis Services
3 14 (45.16%) SQL Server Reporting Services
4 13 (41.94%) Data Warehouse
5 9 (29.03%) Relational Database
6 7 (22.58%) MongoDB
6 7 (22.58%) NoSQL
6 7 (22.58%) RDBMS
7 6 (19.35%) SQL Server 2008
8 5 (16.13%) Hadoop
9 4 (12.90%) Big Data
9 4 (12.90%) OLAP
9 4 (12.90%) Power BI
10 3 (9.68%) Apache Hive
10 3 (9.68%) Data Mining
10 3 (9.68%) Impala
10 3 (9.68%) Oracle OLAP
10 3 (9.68%) Sqoop
11 2 (6.45%) Azure SQL Database
Development Applications
1 4 (12.90%) Jenkins
General
1 7 (22.58%) Retail
2 1 (3.23%) Advertising
Job Titles
1 11 (35.48%) Architect
2 8 (25.81%) Analyst
3 7 (22.58%) Solutions Architect
4 5 (16.13%) Java Architect
4 5 (16.13%) Java Solutions Architect
4 5 (16.13%) Oracle Architect
4 5 (16.13%) Oracle Solutions Architect
4 5 (16.13%) SAP Architect
4 5 (16.13%) SAP Solutions Architect
4 5 (16.13%) SQL Analyst
4 5 (16.13%) SQL Server Architect
5 4 (12.90%) Business Intelligence Analyst
5 4 (12.90%) Designer
5 4 (12.90%) Solutions Designer
6 3 (9.68%) Administrator
6 3 (9.68%) Data Architect
6 3 (9.68%) DBA
7 2 (6.45%) Business Analyst
7 2 (6.45%) Report Analyst
7 2 (6.45%) Technical Analyst
Libraries, Frameworks & Software Standards
1 7 (22.58%) EJB
1 7 (22.58%) JDBC
1 7 (22.58%) JPA
1 7 (22.58%) REST
1 7 (22.58%) Servlets
1 7 (22.58%) SOAP
1 7 (22.58%) Spring
1 7 (22.58%) Web Services
2 6 (19.35%) J2EE
3 2 (6.45%) .NET
4 1 (3.23%) MDX
Miscellaneous
1 11 (35.48%) Foreign Exchange (FX)
2 4 (12.90%) Virtual Team
3 3 (9.68%) Analytical Skills
3 3 (9.68%) Management Information System
Processes & Methodologies
1 14 (45.16%) Business Intelligence
2 10 (32.26%) Data Architecture
3 9 (29.03%) SOA
4 8 (25.81%) Agile Software Development
5 7 (22.58%) Data Integration
5 7 (22.58%) Stakeholder Management
5 7 (22.58%) TOGAF
6 6 (19.35%) Data Analysis
6 6 (19.35%) Systems Analysis
7 5 (16.13%) Analytics
7 5 (16.13%) Business Analysis
7 5 (16.13%) Data Modelling
7 5 (16.13%) Visualisation
8 4 (12.90%) Continuous Integration
8 4 (12.90%) Information Architecture
8 4 (12.90%) Test Automation
8 4 (12.90%) Waterfall
9 3 (9.68%) Data Governance
9 3 (9.68%) Matrix Organization
9 3 (9.68%) Performance Optimisation
Programming Languages
1 18 (58.06%) SQL
2 9 (29.03%) Java
3 6 (19.35%) T-SQL
Quality Assurance & Compliance
1 2 (6.45%) PCI DSS
Systems Management
1 3 (9.68%) Oozie
Vendors
1 14 (45.16%) Oracle
2 11 (35.48%) Informatica
2 11 (35.48%) Microsoft
2 11 (35.48%) TIBCO
3 5 (16.13%) SAP
Luton, Bedfordshire
Williams Lea Tag
Salary: £48000 - £50,000 per year
Posted: Yesterday
Bedfordshire
Ampersand Consulting
Salary: £70000 per annum + Bonus and Fantastic Benefits
Posted: 24 days ago
Luton
TUI Group Careers
Salary: Competitive
Posted: 18 days ago