Period
to 16 January 2018

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 16 January 2018 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
England > East Midlands
6 months to
16 Jan 2018
Same period 2017 Same period 2016
Rank 148 128 142
Rank change year-on-year -20 +14 -20
Permanent jobs citing ETL 84 134 126
As % of all permanent IT jobs advertised in the East Midlands 1.63% 2.21% 1.81%
As % of the Processes & Methodologies category 1.84% 2.48% 2.03%
Number of salaries quoted 67 125 96
East Midlands median annual salary £40,000 £45,000 £50,000
Median salary % change year-on-year -11.11% -10.00% +11.11%
10th Percentile £27,000 £35,000 £35,000
90th Percentile £60,000 £54,500 £65,625
England median annual salary £50,000 £52,500 £50,500
% change year-on-year -4.76% +3.96% -3.81%

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 4,576 5,403 6,212
As % of all permanent IT jobs advertised in the East Midlands 88.54% 89.01% 89.05%
Number of salaries quoted 3,824 4,328 4,913
East Midlands median annual salary £40,000 £42,500 £40,000
Median salary % change year-on-year -5.88% +6.25% -
10th Percentile £25,750 £26,000 £23,750
90th Percentile £65,000 £65,000 £58,000
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 16 January 2018.

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 16 January 2018. 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
Northamptonshire +4 27 £31,000 -38.00% 8
Leicestershire +22 17 £40,000 -10.86% 2
Nottinghamshire -32 16 £47,500 +11.76% 3
Lincolnshire +5 13 £37,000 -26.00%
Derbyshire -12 10 £40,000 -30.43% 8
ETL
England

For the 6 months to 16 January 2018, 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 68 (80.95%) SQL
2 53 (63.10%) Business Intelligence
3 40 (47.62%) Data Warehouse
4 37 (44.05%) SQL Server Integration Services
5 35 (41.67%) Analytical Skills
6 30 (35.71%) SQL Server
7 22 (26.19%) Java
8 21 (25.00%) Microsoft
8 21 (25.00%) SQL Server Analysis Services
9 17 (20.24%) Power BI
9 17 (20.24%) Agile Software Development
10 16 (19.05%) SQL Server Reporting Services
11 15 (17.86%) Tableau
12 14 (16.67%) Analytics
12 14 (16.67%) Stakeholder Management
12 14 (16.67%) C#
12 14 (16.67%) HTML
13 13 (15.48%) .NET
13 13 (15.48%) Data Modelling
13 13 (15.48%) Python
13 13 (15.48%) Data Management
14 12 (14.29%) T-SQL
14 12 (14.29%) Degree
15 11 (13.10%) Data Quality
15 11 (13.10%) Data Analytics
16 10 (11.90%) Retail
16 10 (11.90%) Talend
16 10 (11.90%) Visualisation
17 9 (10.71%) Migration
17 9 (10.71%) OLAP

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 7 (8.33%) SAS
2 4 (4.76%) SharePoint
3 2 (2.38%) IBM Domino
4 1 (1.19%) Apache Spark
4 1 (1.19%) BizTalk Server
4 1 (1.19%) Oracle Workflow
Applications
1 5 (5.95%) Microsoft Excel
2 2 (2.38%) SPSS
3 1 (1.19%) Microsoft Office
3 1 (1.19%) Microsoft Project
3 1 (1.19%) MS Visio
Business Applications
1 2 (2.38%) Dynamics AX
1 2 (2.38%) NetSuite
2 1 (1.19%) BusinessWorks
2 1 (1.19%) Oracle EBS
Cloud Services
1 5 (5.95%) Amazon AWS
1 5 (5.95%) Google Cloud Platform
1 5 (5.95%) Microsoft Azure
2 2 (2.38%) Dynamics 365
2 2 (2.38%) Office 365
3 1 (1.19%) Bluemix
3 1 (1.19%) IBM Cloud
Database & Business Intelligence
1 40 (47.62%) Data Warehouse
2 37 (44.05%) SQL Server Integration Services
3 30 (35.71%) SQL Server
4 21 (25.00%) SQL Server Analysis Services
5 17 (20.24%) Power BI
6 16 (19.05%) SQL Server Reporting Services
7 9 (10.71%) BusinessObjects
7 9 (10.71%) OLAP
7 9 (10.71%) OLTP
8 8 (9.52%) Data Mining
8 8 (9.52%) Hadoop
9 7 (8.33%) Relational Database
10 6 (7.14%) QlikView
10 6 (7.14%) SAP BW
11 5 (5.95%) BigQuery
12 4 (4.76%) MySQL
12 4 (4.76%) SQL Server 2008
13 3 (3.57%) Big Data
13 3 (3.57%) Pentaho
13 3 (3.57%) SQL Server 2005
Development Applications
1 4 (4.76%) Git (software)
1 4 (4.76%) Visual Studio
2 2 (2.38%) Team Foundation Server
3 1 (1.19%) Oracle Forms
3 1 (1.19%) Toad
General
1 10 (11.90%) Retail
2 8 (9.52%) Manufacturing
3 7 (8.33%) Finance
4 2 (2.38%) Legal
5 1 (1.19%) Advertising
Job Titles
1 37 (44.05%) Developer
2 24 (28.57%) Business Intelligence Developer
3 22 (26.19%) Analyst
4 16 (19.05%) SQL Developer
5 12 (14.29%) Business Intelligence Analyst
6 11 (13.10%) Data Analyst
6 11 (13.10%) SQL BI Developer
7 9 (10.71%) Junior
8 8 (9.52%) ETL Analyst
8 8 (9.52%) Junior Business Intelligence Developer
8 8 (9.52%) Junior Developer
8 8 (9.52%) Junior SQL Developer
8 8 (9.52%) SQL Analyst
9 6 (7.14%) Data Quality Analyst
9 6 (7.14%) Quality Analyst
9 6 (7.14%) SQL Data Analyst
10 5 (5.95%) Data Scientist
10 5 (5.95%) Graduate Business Intelligence Developer
10 5 (5.95%) Graduate SQL Developer
10 5 (5.95%) Senior Developer
Libraries, Frameworks & Software Standards
1 14 (16.67%) HTML
2 13 (15.48%) .NET
3 9 (10.71%) XML
4 8 (9.52%) ASP.NET
5 7 (8.33%) Web Services
6 6 (7.14%) XSD
7 5 (5.95%) XSLT
8 4 (4.76%) CodeIgniter
8 4 (4.76%) CSS
8 4 (4.76%) HTML5
8 4 (4.76%) jQuery
8 4 (4.76%) JSON
8 4 (4.76%) MDX
9 3 (3.57%) WinForms
10 1 (1.19%) RESTful
10 1 (1.19%) SOAP
10 1 (1.19%) TIBCO EMS
Miscellaneous
1 35 (41.67%) Analytical Skills
2 6 (7.14%) Data Structures
3 5 (5.95%) Analytical Mindset
4 4 (4.76%) Driving Licence
4 4 (4.76%) Management Information System
5 3 (3.57%) User Experience
6 2 (2.38%) Clustering
7 1 (1.19%) Computer Science
7 1 (1.19%) Fintech
7 1 (1.19%) Greenfield Project
7 1 (1.19%) Mainframe
Operating Systems
1 3 (3.57%) Linux
1 3 (3.57%) Unix
2 1 (1.19%) Windows
Processes & Methodologies
1 53 (63.10%) Business Intelligence
2 17 (20.24%) Agile Software Development
3 14 (16.67%) Analytics
3 14 (16.67%) Stakeholder Management
4 13 (15.48%) Data Management
4 13 (15.48%) Data Modelling
5 11 (13.10%) Data Analytics
6 10 (11.90%) Visualisation
7 9 (10.71%) Migration
8 8 (9.52%) Data Governance
8 8 (9.52%) Data Integration
8 8 (9.52%) Dimensional Modelling
8 8 (9.52%) Multichannel Retail
8 8 (9.52%) Scrum
9 7 (8.33%) Business Transformation
9 7 (8.33%) Data Visualisation
9 7 (8.33%) Predictive Modelling
10 6 (7.14%) Data Architecture
10 6 (7.14%) Data Migration
10 6 (7.14%) Software Engineering
Programming Languages
1 68 (80.95%) SQL
2 22 (26.19%) Java
3 14 (16.67%) C#
4 13 (15.48%) Python
5 12 (14.29%) T-SQL
6 6 (7.14%) JavaScript
7 4 (4.76%) PHP
8 2 (2.38%) Data Analysis Expressions (DAX)
8 2 (2.38%) R
9 1 (1.19%) Apex Code
9 1 (1.19%) C
9 1 (1.19%) COBOL
9 1 (1.19%) PL/SQL
9 1 (1.19%) Shell Script
9 1 (1.19%) VB.NET
9 1 (1.19%) VBA
Qualifications
1 12 (14.29%) Degree
2 2 (2.38%) SC Cleared
2 2 (2.38%) Security Cleared
Quality Assurance & Compliance
1 11 (13.10%) Data Quality
2 2 (2.38%) GDPR
3 1 (1.19%) QA
System Software
1 3 (3.57%) VMware Infrastructure
Systems Management
1 3 (3.57%) Systems Management Server (SMS)
Vendors
1 21 (25.00%) Microsoft
2 15 (17.86%) Tableau
3 10 (11.90%) Talend
4 8 (9.52%) SAP
5 7 (8.33%) Oracle
6 5 (5.95%) Birst
6 5 (5.95%) Google
6 5 (5.95%) Informatica
7 4 (4.76%) Zend
8 3 (3.57%) Alteryx
8 3 (3.57%) Citrix
8 3 (3.57%) VMware
9 2 (2.38%) Cloudera
9 2 (2.38%) Cognos
9 2 (2.38%) IBM
9 2 (2.38%) JD Edwards
9 2 (2.38%) Lotus
9 2 (2.38%) MapR
9 2 (2.38%) Teradata
10 1 (1.19%) WSO2