The table below looks at the statistics for ETL skills in IT jobs advertised for the West Midlands region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 20 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Feb 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
England / West Midlands
Rank 114 76 134
Rank change year-on-year
-38 +58
Permanent jobs citing ETL 96 186 80
As % of all permanent IT jobs located in the West Midlands 2.03% 3.21% 1.59%
As % of the Processes & Methodologies category 2.27% 3.63% 1.90%
Number of salaries quoted 85 158 67
Median salary £42,500 £43,000 £42,500
Median salary % change year-on-year
-1.16% +1.17%
90% offered a salary of more than £31,250 £35,000 £35,000
10% offered a salary of more than £45,000 £57,500 £62,500
UK excluding London median salary £45,000 £45,000 £44,500
% change year-on-year
- +1.12%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the West Midlands region.

Processes & Methodologies Category
West Midlands
Permanent IT job ads with a match in the
Processes & Methodologies category
4229 5117 4205
As % of all permanent IT jobs located in the West Midlands 89.29% 88.19% 83.33%
Number of salaries quoted 3360 4210 3559
Median salary £42,500 £44,000 £42,500
Median salary % change year-on-year
-3.40% +3.52%
90% offered a salary of more than £27,500 £30,000 £28,500
10% offered a salary of more than £61,500 £65,000 £64,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

ETL
Jobs Demand Trend in the West Midlands

The demand trend of job ads across the West Midlands region citing ETL as a proportion of all IT jobs with a match in the Processes & Methodologies category.

ETL Jobs Demand Trend in the West Midlands

ETL
Salary Trend in the West Midlands

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

ETL Salary Trend in the West Midlands

ETL
Salary Histogram in the West Midlands

This chart provides a salary histogram for IT jobs citing ETL across the West Midlands region over the 3 months to 20 February 2017.

ETL Salary Histogram in the West Midlands

ETL
Job Locations in the West Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the West Midlands region over the 3 months to 20 February 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Birmingham -21 33 £42,125 -0.88% 3
Solihull +12 22 £34,000 -24.44% 2
Warwickshire -3 11 £42,500 -9.09%
Staffordshire -15 7 £37,500 -21.05%
Walsall +14 3 £36,250 -48.21% 1
Coventry +12 3 £40,000 -1.23% 2
Sutton Coldfield +3 2 £25,500 -36.25% 1
Shropshire -6 1 £27,500 -12.69% 1
Worcestershire -13 1 £50,000 +33.33%
ETL
England

ETL
Top 30 Related IT Skills in the West Midlands

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

1 113 (71.97%) Business Intelligence
2 98 (62.42%) SQL
3 92 (58.60%) SQL Server Integration Services
4 83 (52.87%) Data Warehouse
5 81 (51.59%) SQL Server Reporting Services
6 67 (42.68%) SQL Server
7 57 (36.31%) Microsoft
8 55 (35.03%) SQL Server Analysis Services
9 46 (29.30%) T-SQL
10 40 (25.48%) MS Excel
10 40 (25.48%) Analytical Skills
11 29 (18.47%) Data Modelling
12 27 (17.20%) OLAP
13 26 (16.56%) Finance
14 25 (15.92%) Management Information System
15 23 (14.65%) Agile Software Development
15 23 (14.65%) Analytics
16 22 (14.01%) Data Analysis
16 22 (14.01%) Team Foundation Server
17 20 (12.74%) ERP
18 19 (12.10%) BusinessObjects
18 19 (12.10%) Data Quality
19 18 (11.46%) MySQL
19 18 (11.46%) Visual Studio
20 16 (10.19%) Manufacturing
20 16 (10.19%) Oracle
20 16 (10.19%) Degree
21 15 (9.55%) Data Integration
21 15 (9.55%) IBM
21 15 (9.55%) Relational Database

ETL
Top Related IT Skills in the West 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 12 (7.64%) SAS
2 6 (3.82%) IIS
3 4 (2.55%) ArcGIS
4 3 (1.91%) Elasticsearch
5 2 (1.27%) Apache
5 2 (1.27%) Apache Pig
5 2 (1.27%) Apache Spark
5 2 (1.27%) SharePoint
5 2 (1.27%) SharePoint Server
6 1 (0.64%) Oracle SOA Suite
6 1 (0.64%) WebSphere
Applications
1 40 (25.48%) MS Excel
2 2 (1.27%) MS Office
2 2 (1.27%) MS PowerPoint
3 1 (0.64%) SPSS
3 1 (0.64%) Stata
Business Applications
1 3 (1.91%) Oracle ERP
2 2 (1.27%) Dynamics CRM
3 1 (0.64%) assyst
3 1 (0.64%) FastStats
3 1 (0.64%) Oracle Applications
3 1 (0.64%) Oracle Retail
Cloud Services
1 12 (7.64%) Microsoft Azure
Communications & Networking
1 1 (0.64%) Internet
Database & Business Intelligence
1 92 (58.60%) SQL Server Integration Services
2 83 (52.87%) Data Warehouse
3 81 (51.59%) SQL Server Reporting Services
4 67 (42.68%) SQL Server
5 55 (35.03%) SQL Server Analysis Services
6 27 (17.20%) OLAP
7 19 (12.10%) BusinessObjects
8 18 (11.46%) MySQL
9 15 (9.55%) Relational Database
10 14 (8.92%) SQL Server 2005
11 13 (8.28%) OLAP Cube
11 13 (8.28%) PostgreSQL
11 13 (8.28%) Power BI
11 13 (8.28%) SQL Server 2008
12 12 (7.64%) Enterprise Data Warehouse
13 11 (7.01%) Pentaho
13 11 (7.01%) QlikView
14 10 (6.37%) DB2
15 9 (5.73%) SQL Server 2014
16 8 (5.10%) SQL Server 2012
Development Applications
1 22 (14.01%) Team Foundation Server
2 18 (11.46%) Visual Studio
3 1 (0.64%) JIRA
3 1 (0.64%) JUnit
3 1 (0.64%) SoapUI
3 1 (0.64%) Subversion
3 1 (0.64%) TestNG
3 1 (0.64%) Visual Studio Team System
General
1 26 (16.56%) Finance
2 16 (10.19%) Manufacturing
3 12 (7.64%) Marketing
4 9 (5.73%) Retail
5 5 (3.18%) Advertising
6 3 (1.91%) Military
7 2 (1.27%) Games
8 1 (0.64%) Billing
8 1 (0.64%) Local Government
Job Titles
1 58 (36.94%) Developer
2 51 (32.48%) Analyst
3 36 (22.93%) Business Intelligence Developer
4 22 (14.01%) DBA
5 21 (13.38%) Business Intelligence Analyst
6 18 (11.46%) SQL Developer
7 13 (8.28%) SQL DBA
8 12 (7.64%) ERP Analyst
8 12 (7.64%) OLAP Analyst
9 11 (7.01%) Business Analyst
10 9 (5.73%) Administrator
10 9 (5.73%) Data Analyst
10 9 (5.73%) Senior DBA
11 8 (5.10%) SSRS Developer
12 7 (4.46%) SQL BI Developer
12 7 (4.46%) SSIS Developer
13 6 (3.82%) Analyst Developer
13 6 (3.82%) Developer Analyst
13 6 (3.82%) Senior Developer
14 5 (3.18%) Consultant
Libraries, Frameworks & Software Standards
1 13 (8.28%) MDX
2 7 (4.46%) .NET
3 4 (2.55%) Web Services
4 3 (1.91%) Django
4 3 (1.91%) XML
5 2 (1.27%) Middleware
5 2 (1.27%) REST
5 2 (1.27%) SOAP
6 1 (0.64%) ASP.NET
6 1 (0.64%) Entity Framework
6 1 (0.64%) HTML
6 1 (0.64%) IBM Integration Bus
6 1 (0.64%) J2EE
6 1 (0.64%) JSON
6 1 (0.64%) Lucene
6 1 (0.64%) Oracle Fusion
6 1 (0.64%) Samza
Miscellaneous
1 40 (25.48%) Analytical Skills
2 25 (15.92%) Management Information System
3 8 (5.10%) Clustering
4 6 (3.82%) Computer Science
5 4 (2.55%) Credit Risk
6 3 (1.91%) Data Protection Act
7 2 (1.27%) Data Structures
7 2 (1.27%) LLPG
8 1 (0.64%) Fintech
8 1 (0.64%) Replication
8 1 (0.64%) User Experience
Operating Systems
1 4 (2.55%) Windows
2 3 (1.91%) Linux
3 2 (1.27%) Windows Server
3 2 (1.27%) Windows Server 2012
Processes & Methodologies
1 113 (71.97%) Business Intelligence
2 29 (18.47%) Data Modelling
3 23 (14.65%) Agile Software Development
3 23 (14.65%) Analytics
4 22 (14.01%) Data Analysis
5 20 (12.74%) ERP
6 15 (9.55%) Data Integration
7 14 (8.92%) Mentoring
7 14 (8.92%) Performance Tuning
7 14 (8.92%) Visualisation
8 13 (8.28%) Coaching
8 13 (8.28%) Data Management
9 12 (7.64%) Logistics
10 10 (6.37%) ETL Development
10 10 (6.37%) Stakeholder Management
11 9 (5.73%) Capacity Planning
11 9 (5.73%) Cost-Benefit Analysis
11 9 (5.73%) Data Visualisation
11 9 (5.73%) Kimball Methodology
11 9 (5.73%) Performance Monitoring
Programming Languages
1 98 (62.42%) SQL
2 46 (29.30%) T-SQL
3 8 (5.10%) R
4 6 (3.82%) C#
4 6 (3.82%) Python
5 4 (2.55%) Java
6 3 (1.91%) JavaScript
6 3 (1.91%) PL/SQL
6 3 (1.91%) VBA
7 2 (1.27%) ANSI SQL
7 2 (1.27%) PowerShell
8 1 (0.64%) ABAP
8 1 (0.64%) Scala
Qualifications
1 16 (10.19%) Degree
2 2 (1.27%) ISEB
2 2 (1.27%) ITIL Certification
2 2 (1.27%) Microsoft Certification
3 1 (0.64%) MCDBA
3 1 (0.64%) MCITP
3 1 (0.64%) MCSA
3 1 (0.64%) MCSE
3 1 (0.64%) MCTS
3 1 (0.64%) Security Cleared
Quality Assurance & Compliance
1 19 (12.10%) Data Quality
2 7 (4.46%) SLA
3 6 (3.82%) QA
4 1 (0.64%) BS7666
System Software
1 2 (1.27%) HDFS
2 1 (0.64%) Active Directory
2 1 (0.64%) Apache ZooKeeper
Systems Management
1 1 (0.64%) Failover Clustering
1 1 (0.64%) Hadoop YARN
1 1 (0.64%) Nagios
Vendors
1 57 (36.31%) Microsoft
2 16 (10.19%) Oracle
3 15 (9.55%) IBM
4 14 (8.92%) Cognos
5 11 (7.01%) Tableau
6 6 (3.82%) Informatica
7 5 (3.18%) SAP
8 3 (1.91%) Ab Initio
8 3 (1.91%) Pega
9 2 (1.27%) Aprimo
9 2 (1.27%) ESRI
9 2 (1.27%) GrapeCity
9 2 (1.27%) Greenplum
9 2 (1.27%) InetSoft
9 2 (1.27%) Logi Analytics
9 2 (1.27%) Mapinfo
9 2 (1.27%) Netezza
10 1 (0.64%) IDERA
10 1 (0.64%) Sage
10 1 (0.64%) Vertica
Birmingham, West Midlands (County)
Maurice Nash
Salary: From £30,000 to £30,000 per annum
Posted: 17 hours ago
Birmingham, West Midlands (County)
Harvey Nash plc
Salary: £30000 - £50000 per annum + Benefits Package
Posted: 4 days ago
Birmingham, West Midlands (County)
Harvey Nash plc
Salary: £40000 - £50000 per annum + Benefits Package
Posted: 4 days ago
Walsall, West Midlands (County)
Spring Technology
Salary: £40000.00 - £48000.00 per annum + bonus
Posted: 4 days ago
Solihull, West Midlands (County)
Crimson Ltd
Salary: £40000 - £45000 per annum
Posted: 3 days ago
Coventry
Churchill Frank
Salary: £60000 - £70000 per annum
Posted: 3 days ago
Solihull, West Midlands (County)
Senitor Associates
Salary: £40000 - £60000 per annum + Benefits
Posted: 5 days ago
Sutton Coldfield, West Midlands (County)
Technical Team Solutions
Salary: Up to £40,000 per annum 25 days holiday, flexible working, pension
Posted: 6 days ago
Telford
Revenue & Customs Digital Technology Service
Salary: £42500- £47500
Posted: 14 days ago