Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the East Midlands 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 20 November 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
England > East Midlands
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 134 128 155
Rank change year-on-year -6 +27 -12
Permanent jobs citing ETL 102 144 125
As % of all permanent IT jobs advertised in the East Midlands 1.96% 2.22% 1.67%
As % of the Processes & Methodologies category 2.22% 2.49% 1.87%
Number of salaries quoted 82 127 104
East Midlands median annual salary £40,000 £45,000 £45,000
Median salary % change year-on-year -11.11% - -
10th Percentile £27,000 £32,500 £26,275
90th Percentile £52,500 £53,750 £68,750
England median annual salary £50,000 £52,500 £52,000
% change year-on-year -4.76% +0.96% -

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 the East Midlands with a requirement for process or methodology skills.

All Process and Methodology Skills
East Midlands
Permanent vacancies with a requirement for process or methodology skills 4604 5773 6695
As % of all permanent IT jobs advertised in the East Midlands 88.57% 89.06% 89.60%
Number of salaries quoted 3800 4565 5435
East Midlands median annual salary £40,000 £41,500 £40,000
Median salary % change year-on-year -3.61% +3.75% -
10th Percentile £25,500 £26,000 £23,750
90th Percentile £65,000 £62,500 £60,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

ETL
Job Vacancy Trend in the East Midlands

Job postings citing ETL as a percentage of all IT jobs advertised in the East Midlands.

Job vacancy trend for ETL in the East Midlands

ETL
Salary Trend in the East Midlands

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

Salary trend for ETL in the East Midlands

ETL
Salary Histogram in the East Midlands

The salary distribution of IT jobs citing ETL in the East Midlands over the 6 months to 20 November 2017.

Salary histogram for ETL in the East Midlands

ETL
Job Locations in the East Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the East Midlands region over the 6 months to 20 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
Nottinghamshire -7 33 £44,500 -1.11% 1
Northamptonshire +10 25 £29,000 -42.00% 5
Leicestershire +25 18 £40,000 -11.11%
Derbyshire -1 13 £45,000 +5.88%
Lincolnshire +18 10 £33,000 -34.00% 2
ETL
England

For the 6 months to 20 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 East Midlands region with a requirement for ETL.

1 80 (78.43%) SQL
2 68 (66.67%) Business Intelligence
3 48 (47.06%) SQL Server Integration Services
4 44 (43.14%) Data Warehouse
5 33 (32.35%) SQL Server Analysis Services
5 33 (32.35%) Analytical Skills
6 31 (30.39%) Java
7 27 (26.47%) Microsoft
8 22 (21.57%) HTML
8 22 (21.57%) SQL Server Reporting Services
9 21 (20.59%) SQL Server
10 20 (19.61%) Agile Software Development
11 17 (16.67%) T-SQL
12 16 (15.69%) C#
12 16 (15.69%) OLAP
12 16 (15.69%) OLTP
12 16 (15.69%) Degree
12 16 (15.69%) Analytics
13 15 (14.71%) Data Modelling
13 15 (14.71%) Data Mining
14 14 (13.73%) .NET
15 13 (12.75%) ITIL
15 13 (12.75%) Finance
16 12 (11.76%) XML
16 12 (11.76%) Python
16 12 (11.76%) Power BI
17 11 (10.78%) Informatica
17 11 (10.78%) Stakeholder Management
17 11 (10.78%) Tableau
17 11 (10.78%) Data Quality

ETL
Co-occurring IT Skills in the East Midlands 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 5 (4.90%) SharePoint
2 4 (3.92%) SAS
3 3 (2.94%) BizTalk Server
4 2 (1.96%) IBM Domino
4 2 (1.96%) Oracle Workflow
5 1 (0.98%) SharePoint 2013
Applications
1 5 (4.90%) Microsoft Excel
2 2 (1.96%) Microsoft Office
2 2 (1.96%) Microsoft Project
2 2 (1.96%) MS Visio
2 2 (1.96%) SPSS
Business Applications
1 2 (1.96%) Oracle EBS
2 1 (0.98%) BusinessWorks
2 1 (0.98%) Dynamics AX
2 1 (0.98%) NetSuite
Cloud Services
1 3 (2.94%) Microsoft Azure
2 2 (1.96%) Dynamics 365
2 2 (1.96%) Google Cloud Platform
2 2 (1.96%) Office 365
3 1 (0.98%) Amazon AWS
Database & Business Intelligence
1 48 (47.06%) SQL Server Integration Services
2 44 (43.14%) Data Warehouse
3 33 (32.35%) SQL Server Analysis Services
4 22 (21.57%) SQL Server Reporting Services
5 21 (20.59%) SQL Server
6 16 (15.69%) OLAP
6 16 (15.69%) OLTP
7 15 (14.71%) Data Mining
8 12 (11.76%) Power BI
9 7 (6.86%) Hadoop
10 6 (5.88%) QlikView
11 5 (4.90%) BusinessObjects
11 5 (4.90%) DB2
11 5 (4.90%) Oracle Database
11 5 (4.90%) PowerCenter
11 5 (4.90%) RDBMS
11 5 (4.90%) Relational Database
11 5 (4.90%) SQL Server 2012
12 4 (3.92%) MySQL
12 4 (3.92%) SQL Server 2008
Development Applications
1 4 (3.92%) Git (software)
1 4 (3.92%) Talend Open Studio
1 4 (3.92%) Visual Studio
2 2 (1.96%) MSTest
2 2 (1.96%) NUnit
2 2 (1.96%) Oracle Forms
2 2 (1.96%) Toad
3 1 (0.98%) Team Foundation Server
General
1 13 (12.75%) Finance
2 9 (8.82%) Retail
3 7 (6.86%) Manufacturing
4 5 (4.90%) Advertising
4 5 (4.90%) Marketing
5 2 (1.96%) Legal
Job Titles
1 63 (61.76%) Developer
2 35 (34.31%) Business Intelligence Developer
3 22 (21.57%) SQL Developer
4 16 (15.69%) SQL BI Developer
5 15 (14.71%) ETL Developer
5 15 (14.71%) Senior Developer
6 13 (12.75%) Senior ETL Developer
7 12 (11.76%) Analyst
8 10 (9.80%) Junior
9 9 (8.82%) Business Developer
9 9 (8.82%) Junior Business Intelligence Developer
9 9 (8.82%) Junior Developer
9 9 (8.82%) Junior SQL Developer
10 8 (7.84%) Business Intelligence Analyst
11 7 (6.86%) Data Analyst
12 5 (4.90%) C# Developer
12 5 (4.90%) Graduate
12 5 (4.90%) Graduate Developer
12 5 (4.90%) Informatica Developer
12 5 (4.90%) Senior Informatica Developer
Libraries, Frameworks & Software Standards
1 22 (21.57%) HTML
2 14 (13.73%) .NET
3 12 (11.76%) XML
4 8 (7.84%) ASP.NET
5 6 (5.88%) Web Services
5 6 (5.88%) XSD
6 5 (4.90%) MDX
6 5 (4.90%) XSLT
7 4 (3.92%) CodeIgniter
7 4 (3.92%) CSS
7 4 (3.92%) HTML5
7 4 (3.92%) jQuery
8 3 (2.94%) WinForms
9 2 (1.96%) LINQ
9 2 (1.96%) WCF
9 2 (1.96%) WF
9 2 (1.96%) WPF
10 1 (0.98%) JSON
10 1 (0.98%) RESTful
10 1 (0.98%) TIBCO EMS
Miscellaneous
1 33 (32.35%) Analytical Skills
2 4 (3.92%) Driving Licence
2 4 (3.92%) Management Information System
3 3 (2.94%) Computer Science
3 3 (2.94%) Data Structures
3 3 (2.94%) User Experience
4 2 (1.96%) Clustering
4 2 (1.96%) Replication
5 1 (0.98%) Fintech
5 1 (0.98%) Greenfield Project
5 1 (0.98%) Mainframe
Operating Systems
1 6 (5.88%) Linux
2 4 (3.92%) Unix
3 1 (0.98%) Windows
Processes & Methodologies
1 68 (66.67%) Business Intelligence
2 20 (19.61%) Agile Software Development
3 16 (15.69%) Analytics
4 15 (14.71%) Data Modelling
5 13 (12.75%) ITIL
6 11 (10.78%) Data Analytics
6 11 (10.78%) Stakeholder Management
7 9 (8.82%) Migration
7 9 (8.82%) Performance Tuning
7 9 (8.82%) Visualisation
8 8 (7.84%) Business Process Analysis
8 8 (7.84%) Data Analysis
8 8 (7.84%) ETL Development
8 8 (7.84%) Scrum
8 8 (7.84%) Software Engineering
8 8 (7.84%) UML
9 7 (6.86%) Business Transformation
9 7 (6.86%) Data Visualisation
9 7 (6.86%) Predictive Modelling
10 6 (5.88%) Kimball Methodology
Programming Languages
1 80 (78.43%) SQL
2 31 (30.39%) Java
3 17 (16.67%) T-SQL
4 16 (15.69%) C#
5 12 (11.76%) Python
6 7 (6.86%) PL/SQL
7 6 (5.88%) JavaScript
8 4 (3.92%) PHP
9 3 (2.94%) Data Analysis Expressions (DAX)
10 2 (1.96%) C++
10 2 (1.96%) Shell Script
10 2 (1.96%) VBA
11 1 (0.98%) Apex Code
11 1 (0.98%) C
11 1 (0.98%) COBOL
11 1 (0.98%) R
11 1 (0.98%) VB.NET
Qualifications
1 16 (15.69%) Degree
2 3 (2.94%) Computer Science Degree
2 3 (2.94%) Master's Degree
2 3 (2.94%) MCITP
2 3 (2.94%) Microsoft Certification
3 2 (1.96%) SC Cleared
3 2 (1.96%) Security Cleared
Quality Assurance & Compliance
1 11 (10.78%) Data Quality
2 5 (4.90%) QA
3 2 (1.96%) GDPR
System Software
1 3 (2.94%) VMware Infrastructure
Systems Management
1 3 (2.94%) Systems Management Server (SMS)
2 2 (1.96%) Failover Clustering
Vendors
1 27 (26.47%) Microsoft
2 11 (10.78%) Informatica
2 11 (10.78%) Tableau
3 5 (4.90%) Birst
3 5 (4.90%) Oracle
3 5 (4.90%) SAP
4 4 (3.92%) IBM
4 4 (3.92%) Talend
4 4 (3.92%) Zend
5 3 (2.94%) Alteryx
5 3 (2.94%) Citrix
5 3 (2.94%) VMware
6 2 (1.96%) Google
6 2 (1.96%) Lotus
7 1 (0.98%) JD Edwards
7 1 (0.98%) Salesforce.com
7 1 (0.98%) TIBCO
7 1 (0.98%) WSO2