Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Luton with a requirement for ETL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited ETL over the 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Bedfordshire > Luton
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 37 55 66
Rank change year-on-year +18 +11 +6
Permanent jobs citing ETL 18 24 3
As % of all permanent IT jobs advertised in Luton 4.56% 3.34% 0.49%
As % of the Processes & Methodologies category 5.26% 3.55% 0.53%
Number of salaries quoted 12 21 2
Luton median annual salary £49,000 £49,000 £72,500
Median salary % change year-on-year - -32.41% +70.59%
10th Percentile £46,250 £41,250 £68,000
90th Percentile £52,250 £67,500 £77,000
Bedfordshire median annual salary £49,000 £49,000 £55,000
% change year-on-year - -10.91% +15.79%

ETL 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 Luton with a requirement for process or methodology skills.

All Process and Methodology Skills
Luton
Permanent vacancies with a requirement for process or methodology skills 342 676 566
As % of all permanent IT jobs advertised in Luton 86.58% 94.15% 93.09%
Number of salaries quoted 239 568 488
Luton median annual salary £50,000 £52,500 £45,000
Median salary % change year-on-year -4.76% +16.67% -
10th Percentile £29,750 £32,500 £27,500
90th Percentile £72,500 £85,650 £75,000
Bedfordshire median annual salary £49,000 £50,000 £47,500
% change year-on-year -2.00% +5.26% +5.56%

ETL
Job Vacancy Trend in Luton

Job postings citing ETL as a percentage of all IT jobs advertised in Luton.

Job vacancy trend for ETL in Luton

ETL
Salary Trend in Luton

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

Salary trend for ETL in Luton

ETL
Salary Histogram in Luton

The salary distribution of IT jobs citing ETL in Luton over the 6 months to 23 November 2017.

Salary histogram for ETL in Luton

For the 6 months to 23 November 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 Luton region with a requirement for ETL.

1 13 (72.22%) Retail
2 12 (66.67%) Finance
3 11 (61.11%) Stakeholder Management
4 10 (55.56%) SQL Server
4 10 (55.56%) Agile Software Development
5 9 (50.00%) Marketing
6 8 (44.44%) Java
6 8 (44.44%) SQL
6 8 (44.44%) SOAP
6 8 (44.44%) Web Services
6 8 (44.44%) SOA
6 8 (44.44%) REST
7 7 (38.89%) SQL Server Integration Services
7 7 (38.89%) SQL Server Reporting Services
8 6 (33.33%) User Acceptance Testing
8 6 (33.33%) Software Testing
8 6 (33.33%) E-Commerce
8 6 (33.33%) ISEB
8 6 (33.33%) Continuous Improvement
8 6 (33.33%) Process Improvement
8 6 (33.33%) Test Strategy
8 6 (33.33%) MongoDB
8 6 (33.33%) NoSQL
8 6 (33.33%) Data Transformation
8 6 (33.33%) Test Planning
8 6 (33.33%) People Management
8 6 (33.33%) SDLC
8 6 (33.33%) Presales
9 5 (27.78%) Relational Database
9 5 (27.78%) RDBMS

ETL
Co-occurring IT Skills in Luton 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 4 (22.22%) BizTalk Server
1 4 (22.22%) JBoss
1 4 (22.22%) Oracle SOA Suite
1 4 (22.22%) SharePoint
1 4 (22.22%) SharePoint Server
Applications
1 4 (22.22%) EngageOne
2 2 (11.11%) Microsoft Excel
Business Applications
1 4 (22.22%) Exstream
Database & Business Intelligence
1 10 (55.56%) SQL Server
2 7 (38.89%) SQL Server Integration Services
2 7 (38.89%) SQL Server Reporting Services
3 6 (33.33%) MongoDB
3 6 (33.33%) NoSQL
4 5 (27.78%) RDBMS
4 5 (27.78%) Relational Database
5 4 (22.22%) Data Warehouse
5 4 (22.22%) SQL Server Analysis Services
6 3 (16.67%) OLAP
7 2 (11.11%) OLAP Cube
8 1 (5.56%) Apache Hive
8 1 (5.56%) Big Data
8 1 (5.56%) Data Mining
8 1 (5.56%) Hadoop
8 1 (5.56%) Impala
Development Applications
1 4 (22.22%) Team Foundation Server
General
1 13 (72.22%) Retail
2 12 (66.67%) Finance
3 9 (50.00%) Marketing
Job Titles
1 6 (33.33%) Test Manager
2 4 (22.22%) Architect
2 4 (22.22%) Solutions Architect
2 4 (22.22%) Technical Leader
3 2 (11.11%) Business Developer
3 2 (11.11%) Business Intelligence Developer
3 2 (11.11%) Developer
3 2 (11.11%) SQL BI Developer
3 2 (11.11%) SQL Developer
3 2 (11.11%) SSAS Developer
3 2 (11.11%) SSRS Developer
3 2 (11.11%) T-SQL Developer
4 1 (5.56%) Business Information Analyst
4 1 (5.56%) Business Intelligence Analyst
4 1 (5.56%) Database Manager
4 1 (5.56%) Information Analyst
4 1 (5.56%) Java Solutions Architect
4 1 (5.56%) Oracle Architect
4 1 (5.56%) Oracle Solutions Architect
4 1 (5.56%) SQL Server Architect
Libraries, Frameworks & Software Standards
1 8 (44.44%) REST
1 8 (44.44%) SOAP
1 8 (44.44%) Web Services
2 4 (22.22%) .NET
2 4 (22.22%) EJB
2 4 (22.22%) JDBC
2 4 (22.22%) JPA
2 4 (22.22%) Servlets
2 4 (22.22%) Spring
Miscellaneous
1 4 (22.22%) Foreign Exchange (FX)
2 3 (16.67%) Analytical Skills
Operating Systems
1 4 (22.22%) Linux
1 4 (22.22%) Windows
Processes & Methodologies
1 11 (61.11%) Stakeholder Management
2 10 (55.56%) Agile Software Development
3 8 (44.44%) SOA
4 6 (33.33%) Continuous Improvement
4 6 (33.33%) Data Transformation
4 6 (33.33%) E-Commerce
4 6 (33.33%) People Management
4 6 (33.33%) Presales
4 6 (33.33%) Process Improvement
4 6 (33.33%) SDLC
4 6 (33.33%) Software Testing
4 6 (33.33%) Test Planning
4 6 (33.33%) Test Strategy
4 6 (33.33%) User Acceptance Testing
5 4 (22.22%) Acceptance Criteria
5 4 (22.22%) Continuous Delivery
5 4 (22.22%) Data Integration
5 4 (22.22%) DevOps
5 4 (22.22%) TOGAF
5 4 (22.22%) Unit Testing
Programming Languages
1 8 (44.44%) Java
1 8 (44.44%) SQL
2 3 (16.67%) T-SQL
3 2 (11.11%) C#
3 2 (11.11%) Go
3 2 (11.11%) Python
4 1 (5.56%) C
Qualifications
1 6 (33.33%) ISEB
Quality Assurance & Compliance
1 1 (5.56%) PCI DSS
Systems Management
1 4 (22.22%) Dollar Universe
2 1 (5.56%) Oozie
Vendors
1 4 (22.22%) CA
1 4 (22.22%) Informatica
1 4 (22.22%) OpenText
1 4 (22.22%) Oracle
1 4 (22.22%) Tableau
1 4 (22.22%) TIBCO
2 1 (5.56%) SAP