Period
to 21 February 2018

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 21 February 2018 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Bedfordshire > Luton
6 months to
21 Feb 2018
Same period 2017 Same period 2016
Rank 38 48 58
Rank change year-on-year +10 +10 -5
Permanent jobs citing ETL 9 25 3
As % of all permanent IT jobs advertised in Luton 2.92% 3.77% 0.62%
As % of the Processes & Methodologies category 3.32% 3.97% 0.70%
Number of salaries quoted 8 21 2
Luton median annual salary £49,000 £49,000 £59,000
Median salary % change year-on-year - -16.95% -5.60%
10th Percentile £43,625 £46,250 £54,100
90th Percentile £50,750 £67,500 £64,700
Bedfordshire median annual salary £49,000 £48,500 £52,500
% change year-on-year +1.03% -7.62% -19.23%

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 271 629 430
As % of all permanent IT jobs advertised in Luton 87.99% 94.87% 88.66%
Number of salaries quoted 244 531 354
Luton median annual salary £53,750 £52,500 £50,000
Median salary % change year-on-year +2.38% +5.00% +11.11%
10th Percentile £32,500 £32,500 £31,725
90th Percentile £77,500 £80,000 £73,750
Bedfordshire median annual salary £50,000 £50,000 £49,000
% change year-on-year - +2.04% +8.89%

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

For the 6 months to 21 February 2018, IT jobs citing ETL also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Luton region with a requirement for ETL.

1 8 (88.89%) Finance
2 6 (66.67%) SQL Server
2 6 (66.67%) Agile Software Development
2 6 (66.67%) SQL Server Reporting Services
2 6 (66.67%) SQL Server Integration Services
3 5 (55.56%) Marketing
3 5 (55.56%) Retail
4 4 (44.44%) Exstream
4 4 (44.44%) OpenText
4 4 (44.44%) EngageOne
4 4 (44.44%) SharePoint Server
4 4 (44.44%) Unit Testing
4 4 (44.44%) Team Foundation Server
4 4 (44.44%) Dollar Universe
4 4 (44.44%) REST
4 4 (44.44%) Tableau
4 4 (44.44%) SharePoint
4 4 (44.44%) Java
4 4 (44.44%) SOAP
4 4 (44.44%) Web Services
4 4 (44.44%) ITIL
4 4 (44.44%) Windows
4 4 (44.44%) Linux
4 4 (44.44%) OO
4 4 (44.44%) Change Management
4 4 (44.44%) .NET
4 4 (44.44%) SOA
4 4 (44.44%) CA
4 4 (44.44%) BizTalk Server
4 4 (44.44%) DevOps

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 (44.44%) BizTalk Server
1 4 (44.44%) SharePoint
1 4 (44.44%) SharePoint Server
Applications
1 4 (44.44%) EngageOne
2 2 (22.22%) Microsoft Excel
Business Applications
1 4 (44.44%) Exstream
Database & Business Intelligence
1 6 (66.67%) SQL Server
1 6 (66.67%) SQL Server Integration Services
1 6 (66.67%) SQL Server Reporting Services
2 3 (33.33%) Data Warehouse
2 3 (33.33%) OLAP
2 3 (33.33%) SQL Server Analysis Services
3 2 (22.22%) MongoDB
3 2 (22.22%) NoSQL
3 2 (22.22%) OLAP Cube
4 1 (11.11%) Apache Hive
4 1 (11.11%) Big Data
4 1 (11.11%) Data Mining
4 1 (11.11%) Hadoop
4 1 (11.11%) Impala
4 1 (11.11%) RDBMS
4 1 (11.11%) Relational Database
Development Applications
1 4 (44.44%) Team Foundation Server
General
1 8 (88.89%) Finance
2 5 (55.56%) Marketing
2 5 (55.56%) Retail
Job Titles
1 4 (44.44%) Technical Leader
2 2 (22.22%) Business Developer
2 2 (22.22%) Business Intelligence Developer
2 2 (22.22%) Developer
2 2 (22.22%) SQL BI Developer
2 2 (22.22%) SQL Developer
2 2 (22.22%) SSAS Developer
2 2 (22.22%) SSRS Developer
2 2 (22.22%) Test Manager
2 2 (22.22%) T-SQL Developer
3 1 (11.11%) Analyst
3 1 (11.11%) Business Information Analyst
3 1 (11.11%) Business Intelligence Analyst
3 1 (11.11%) Information Analyst
Libraries, Frameworks & Software Standards
1 4 (44.44%) .NET
1 4 (44.44%) REST
1 4 (44.44%) SOAP
1 4 (44.44%) Web Services
Miscellaneous
1 3 (33.33%) Analytical Skills
Operating Systems
1 4 (44.44%) Linux
1 4 (44.44%) Windows
Processes & Methodologies
1 6 (66.67%) Agile Software Development
2 4 (44.44%) Acceptance Criteria
2 4 (44.44%) Change Management
2 4 (44.44%) Continuous Delivery
2 4 (44.44%) DevOps
2 4 (44.44%) ITIL
2 4 (44.44%) OO
2 4 (44.44%) SOA
2 4 (44.44%) Unit Testing
3 3 (33.33%) Business Intelligence
3 3 (33.33%) Document Composition
3 3 (33.33%) Project Management
3 3 (33.33%) Service Management
3 3 (33.33%) Stakeholder Management
4 2 (22.22%) Continuous Improvement
4 2 (22.22%) Data Transformation
4 2 (22.22%) Dimensional Modelling
4 2 (22.22%) Kimball Methodology
4 2 (22.22%) Process Improvement
4 2 (22.22%) Test Strategy
Programming Languages
1 4 (44.44%) Java
2 3 (33.33%) SQL
2 3 (33.33%) T-SQL
3 2 (22.22%) C#
3 2 (22.22%) Go
3 2 (22.22%) Python
4 1 (11.11%) C
Qualifications
1 2 (22.22%) ISEB
Quality Assurance & Compliance
1 1 (11.11%) PCI DSS
Systems Management
1 4 (44.44%) Dollar Universe
2 1 (11.11%) Oozie
Vendors
1 4 (44.44%) CA
1 4 (44.44%) OpenText
1 4 (44.44%) Tableau