Period
to 21 November 2017

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 6 months to 21 November 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
East of England > Bedfordshire
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 65 94 110
Rank change year-on-year +29 +16 +27
Permanent jobs citing ETL 30 26 27
As % of all permanent IT jobs advertised in Bedfordshire 2.71% 1.62% 1.38%
As % of the Processes & Methodologies category 3.05% 1.75% 1.53%
Number of salaries quoted 22 23 22
Bedfordshire median annual salary £49,000 £49,000 £55,000
Median salary % change year-on-year - -10.91% +15.79%
10th Percentile £41,750 £37,500 £45,000
90th Percentile £63,250 £67,500 £67,500
East of England median annual salary £47,500 £50,000 £46,250
% change year-on-year -5.00% +8.11% -7.50%

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 Bedfordshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Bedfordshire
Permanent vacancies with a requirement for process or methodology skills 983 1489 1765
As % of all permanent IT jobs advertised in Bedfordshire 88.88% 92.71% 90.01%
Number of salaries quoted 821 1301 1558
Bedfordshire median annual salary £49,000 £50,000 £47,500
Median salary % change year-on-year -2.00% +5.26% +5.56%
10th Percentile £28,500 £31,250 £30,750
90th Percentile £70,000 £78,750 £72,725
East of England median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +3.57%

ETL
Job Vacancy Trend in Bedfordshire

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

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 6 months to 21 November 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 6 months to 21 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Luton +9 18 £49,000 -
Dunstable - 4 £55,000 -
Bedford +13 2 £62,500 +66.67%
ETL
East of England

For the 6 months to 21 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 Bedfordshire region with a requirement for ETL.

1 18 (60.00%) SQL Server Integration Services
2 17 (56.67%) SQL Server
3 14 (46.67%) Data Warehouse
3 14 (46.67%) Agile Software Development
3 14 (46.67%) SQL Server Reporting Services
4 13 (43.33%) Retail
4 13 (43.33%) SQL
5 12 (40.00%) Business Intelligence
5 12 (40.00%) Finance
6 11 (36.67%) Stakeholder Management
6 11 (36.67%) SQL Server Analysis Services
7 9 (30.00%) Marketing
7 9 (30.00%) Data Architecture
8 8 (26.67%) REST
8 8 (26.67%) Data Transformation
8 8 (26.67%) SOAP
8 8 (26.67%) Web Services
8 8 (26.67%) SOA
8 8 (26.67%) Java
9 7 (23.33%) NoSQL
10 6 (20.00%) Continuous Improvement
10 6 (20.00%) Process Improvement
10 6 (20.00%) Test Strategy
10 6 (20.00%) Test Planning
10 6 (20.00%) People Management
10 6 (20.00%) SDLC
10 6 (20.00%) Presales
10 6 (20.00%) MongoDB
10 6 (20.00%) Software Testing
10 6 (20.00%) User Acceptance Testing

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 4 (13.33%) BizTalk Server
1 4 (13.33%) JBoss
1 4 (13.33%) Oracle SOA Suite
1 4 (13.33%) SharePoint
1 4 (13.33%) SharePoint Server
2 2 (6.67%) Apache Spark
Applications
1 4 (13.33%) EngageOne
2 2 (6.67%) Microsoft Excel
Business Applications
1 4 (13.33%) Exstream
Cloud Services
1 5 (16.67%) Microsoft Azure
Database & Business Intelligence
1 18 (60.00%) SQL Server Integration Services
2 17 (56.67%) SQL Server
3 14 (46.67%) Data Warehouse
3 14 (46.67%) SQL Server Reporting Services
4 11 (36.67%) SQL Server Analysis Services
5 7 (23.33%) NoSQL
6 6 (20.00%) MongoDB
7 5 (16.67%) RDBMS
7 5 (16.67%) Relational Database
8 3 (10.00%) Hadoop
8 3 (10.00%) OLAP
9 2 (6.67%) Azure SQL Database
9 2 (6.67%) Big Data
9 2 (6.67%) OLAP Cube
10 1 (3.33%) Apache Hive
10 1 (3.33%) Data Mining
10 1 (3.33%) Impala
10 1 (3.33%) Microsoft Analysis Services
Development Applications
1 4 (13.33%) Team Foundation Server
General
1 13 (43.33%) Retail
2 12 (40.00%) Finance
3 9 (30.00%) Marketing
Job Titles
1 8 (26.67%) Architect
2 6 (20.00%) Test Manager
3 4 (13.33%) Business Intelligence Developer
3 4 (13.33%) Developer
3 4 (13.33%) Solutions Architect
3 4 (13.33%) Technical Leader
4 3 (10.00%) Data Architect
5 2 (6.67%) Administrator
5 2 (6.67%) Analyst
5 2 (6.67%) Business Developer
5 2 (6.67%) Business Intelligence Analyst
5 2 (6.67%) Data Manager
5 2 (6.67%) Database Manager
5 2 (6.67%) DBA
5 2 (6.67%) ETL Architect
5 2 (6.67%) SQL BI Developer
5 2 (6.67%) SQL Developer
5 2 (6.67%) SSAS Developer
5 2 (6.67%) SSRS Developer
5 2 (6.67%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 8 (26.67%) REST
1 8 (26.67%) SOAP
1 8 (26.67%) Web Services
2 4 (13.33%) .NET
2 4 (13.33%) EJB
2 4 (13.33%) JDBC
2 4 (13.33%) JPA
2 4 (13.33%) Servlets
2 4 (13.33%) Spring
Miscellaneous
1 5 (16.67%) Analytical Skills
2 4 (13.33%) Foreign Exchange (FX)
3 1 (3.33%) Management Information System
Operating Systems
1 4 (13.33%) Linux
1 4 (13.33%) Windows
Processes & Methodologies
1 14 (46.67%) Agile Software Development
2 12 (40.00%) Business Intelligence
3 11 (36.67%) Stakeholder Management
4 9 (30.00%) Data Architecture
5 8 (26.67%) Data Transformation
5 8 (26.67%) SOA
6 6 (20.00%) Continuous Improvement
6 6 (20.00%) E-Commerce
6 6 (20.00%) People Management
6 6 (20.00%) Presales
6 6 (20.00%) Process Improvement
6 6 (20.00%) SDLC
6 6 (20.00%) Software Testing
6 6 (20.00%) Test Planning
6 6 (20.00%) Test Strategy
6 6 (20.00%) User Acceptance Testing
7 5 (16.67%) Data Integration
8 4 (13.33%) Information Architecture
8 4 (13.33%) Unit Testing
8 4 (13.33%) Visualisation
Programming Languages
1 13 (43.33%) SQL
2 8 (26.67%) Java
3 4 (13.33%) T-SQL
4 3 (10.00%) C#
4 3 (10.00%) Python
5 2 (6.67%) Go
6 1 (3.33%) C
Qualifications
1 6 (20.00%) ISEB
Quality Assurance & Compliance
1 1 (3.33%) PCI DSS
Systems Management
1 4 (13.33%) Dollar Universe
2 1 (3.33%) Oozie
Vendors
1 6 (20.00%) Microsoft
2 4 (13.33%) CA
2 4 (13.33%) Informatica
2 4 (13.33%) OpenText
2 4 (13.33%) Oracle
2 4 (13.33%) Tableau
2 4 (13.33%) TIBCO
3 1 (3.33%) Ab Initio
3 1 (3.33%) SAP