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 31 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
31 Aug 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 139 121 95
Rank change year-on-year
-18 -26
Permanent jobs citing ETL 94 108 143
As % of all permanent IT jobs located in the West Midlands 1.62% 1.91% 2.66%
As % of the Processes & Methodologies category 1.86% 2.20% 3.20%
Number of salaries quoted 69 90 130
Median salary £41,333 £40,000 £40,000
Median salary % change year-on-year
+3.33% -
90% offered a salary of more than £35,000 £30,459 £27,500
10% offered a salary of more than £52,000 £75,000 £77,750
UK excluding London median salary £45,000 £46,000 £45,000
% change year-on-year
-2.17% +2.22%
ETL
England

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
5061 4916 4468
As % of all permanent IT jobs located in the West Midlands 87.29% 87.06% 83.25%
Number of salaries quoted 3993 4024 3710
Median salary £42,500 £42,500 £42,000
Median salary % change year-on-year
- +1.19%
90% offered a salary of more than £27,500 £27,500 £28,500
10% offered a salary of more than £65,000 £67,500 £62,500
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 31 August 2016.

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 31 August 2016. 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
(Click see detailed
statistics and trends)
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 -33 25 £41,248 -15.38% 1
Warwickshire +5 21 £40,500 +8.00% 1
Coventry +2 11 £47,500 +35.71% 1
Staffordshire -11 8 £40,000 -11.11% 1
Solihull +10 2 £35,000 -12.50%
Wolverhampton +1 2 £35,250 -
Shropshire -10 2 £33,750 +0.74%
Worcestershire - 1 £42,500 -
ETL
England

ETL
Top 30 Related IT Skills in the West Midlands

For the 6 months to 31 August 2016, 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.

1 166 (75.11%) Business Intelligence
2 158 (71.49%) SQL
3 132 (59.73%) SQL Server
4 95 (42.99%) Data Warehouse
5 91 (41.18%) SQL Server Integration Services
6 66 (29.86%) SQL Server Reporting Services
7 65 (29.41%) Oracle
8 49 (22.17%) Finance
9 48 (21.72%) Dimensional Modelling
9 48 (21.72%) Performance Tuning
10 43 (19.46%) Informatica
11 41 (18.55%) Data Modelling
12 40 (18.10%) Data Management
13 37 (16.74%) Analytical Skills
14 36 (16.29%) Kimball Methodology
15 34 (15.38%) Agile Software Development
15 34 (15.38%) T-SQL
16 31 (14.03%) Visualisation
17 30 (13.57%) Microsoft
18 29 (13.12%) PL/SQL
18 29 (13.12%) Hadoop
18 29 (13.12%) SQL Server Analysis Services
19 28 (12.67%) Java
19 28 (12.67%) SQL Server 2012
19 28 (12.67%) Tableau
20 26 (11.76%) Linux
21 25 (11.31%) OLAP
21 25 (11.31%) BusinessObjects
22 24 (10.86%) Oracle BI EE
22 24 (10.86%) Degree

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 18 (8.14%) Apache
1 18 (8.14%) Apache Pig
1 18 (8.14%) Apache Spark
2 11 (4.98%) SharePoint
3 10 (4.52%) BizTalk Server
4 9 (4.07%) IIS
5 4 (1.81%) JBoss
5 4 (1.81%) NetWeaver
5 4 (1.81%) WebSphere
5 4 (1.81%) WebSphere Application Server
6 2 (0.90%) SAS
7 1 (0.45%) ArcGIS
Applications
1 15 (6.79%) MS Excel
2 1 (0.45%) MS Office
2 1 (0.45%) MS PowerPoint
2 1 (0.45%) MS Visio
2 1 (0.45%) SPSS
Business Applications
1 5 (2.26%) SAP BPC
1 5 (2.26%) SAP Business One
2 4 (1.81%) SAP CRM
3 3 (1.36%) Cognos Business Intelligence
3 3 (1.36%) Cognos TM1
4 2 (0.90%) Infor M3
5 1 (0.45%) Dynamics AX
5 1 (0.45%) Dynamics CRM
5 1 (0.45%) SAP Oil and Gas
5 1 (0.45%) SAP SEM
Cloud Services
1 7 (3.17%) Microsoft Azure
2 2 (0.90%) Force.com
Communications & Networking
1 4 (1.81%) Network Security
1 4 (1.81%) SSL
1 4 (1.81%) TCP/IP
Database & Business Intelligence
1 132 (59.73%) SQL Server
2 95 (42.99%) Data Warehouse
3 91 (41.18%) SQL Server Integration Services
4 66 (29.86%) SQL Server Reporting Services
5 29 (13.12%) Hadoop
5 29 (13.12%) SQL Server Analysis Services
6 28 (12.67%) SQL Server 2012
7 25 (11.31%) BusinessObjects
7 25 (11.31%) OLAP
8 24 (10.86%) Oracle BI EE
8 24 (10.86%) Oracle Database
9 23 (10.41%) QlikView
10 22 (9.95%) Oracle Database 11g
11 21 (9.50%) Big Data
12 19 (8.60%) Apache Hive
12 19 (8.60%) OLAP Cube
13 18 (8.14%) Apache Cassandra
13 18 (8.14%) HBase
13 18 (8.14%) PostgreSQL
13 18 (8.14%) Sqoop
Development Applications
1 14 (6.33%) Team Foundation Server
2 10 (4.52%) Visual Studio
3 9 (4.07%) Git (software)
3 9 (4.07%) Subversion
4 2 (0.90%) Talend Open Studio
General
1 49 (22.17%) Finance
2 10 (4.52%) Retail
3 8 (3.62%) Automotive
4 7 (3.17%) Advertising
4 7 (3.17%) Telecoms
5 5 (2.26%) Manufacturing
6 4 (1.81%) Banking
6 4 (1.81%) Marketing
6 4 (1.81%) Retail Banking
7 2 (0.90%) Publishing
8 1 (0.45%) Electronics
8 1 (0.45%) Legal
Job Titles
1 127 (57.47%) Developer
2 77 (34.84%) Business Intelligence Developer
3 36 (16.29%) SQL Developer
4 33 (14.93%) Consultant
5 27 (12.22%) Analyst
6 24 (10.86%) SQL BI Developer
7 23 (10.41%) ETL Developer
7 23 (10.41%) Oracle Consultant
8 21 (9.50%) Administrator
9 20 (9.05%) Business Developer
10 19 (8.60%) Data Consultant
10 19 (8.60%) Data Warehouse Consultant
10 19 (8.60%) ETL Consultant
10 19 (8.60%) Senior Developer
11 18 (8.14%) Business Intelligence Analyst
11 18 (8.14%) Hadoop Administrator
12 14 (6.33%) SSRS Developer
13 12 (5.43%) SSIS Developer
14 10 (4.52%) Junior Developer
14 10 (4.52%) Senior Analyst
Libraries, Frameworks & Software Standards
1 20 (9.05%) XML
2 18 (8.14%) .NET
2 18 (8.14%) LAPP Stack
3 12 (5.43%) ASP.NET
3 12 (5.43%) Web Services
4 10 (4.52%) ASP.NET MVC
4 10 (4.52%) REST
4 10 (4.52%) SOAP
4 10 (4.52%) WCF
4 10 (4.52%) XSLT
5 9 (4.07%) ASP.NET Web API
5 9 (4.07%) MDX
6 6 (2.71%) HTML
7 4 (1.81%) Java EE
7 4 (1.81%) Middleware
8 2 (0.90%) ASP.NET Web Forms
8 2 (0.90%) CSS
8 2 (0.90%) jQuery
9 1 (0.45%) Django
Miscellaneous
1 37 (16.74%) Analytical Skills
2 31 (14.03%) Visualisation
3 10 (4.52%) Management Information System
4 9 (4.07%) e-Learning
4 9 (4.07%) Mobile App
5 7 (3.17%) Data Extraction
5 7 (3.17%) Data Integration
5 7 (3.17%) Enterprise Software
6 6 (2.71%) Clustering
7 5 (2.26%) Replication
8 3 (1.36%) Data Conversion
8 3 (1.36%) Data Structures
9 2 (0.90%) AS400
9 2 (0.90%) Statistics
10 1 (0.45%) Computer Science
10 1 (0.45%) Economics
10 1 (0.45%) Mathematics
Operating Systems
1 26 (11.76%) Linux
2 19 (8.60%) Windows
3 7 (3.17%) Unix
4 1 (0.45%) Windows 7
Processes & Methodologies
1 166 (75.11%) Business Intelligence
2 48 (21.72%) Dimensional Modelling
2 48 (21.72%) Performance Tuning
3 41 (18.55%) Data Modelling
4 40 (18.10%) Data Management
5 36 (16.29%) Kimball Methodology
6 34 (15.38%) Agile Software Development
7 21 (9.50%) Open Source
8 19 (8.60%) Data Analysis
8 19 (8.60%) MapReduce
8 19 (8.60%) SDLC
9 18 (8.14%) Stakeholder Management
10 16 (7.24%) Project Management
11 15 (6.79%) Capacity Management
12 14 (6.33%) SOA
13 12 (5.43%) Scrum
14 11 (4.98%) MVC
15 10 (4.52%) CRM
15 10 (4.52%) Database Tuning
15 10 (4.52%) Service Delivery
Programming Languages
1 158 (71.49%) SQL
2 34 (15.38%) T-SQL
3 29 (13.12%) PL/SQL
4 28 (12.67%) Java
5 20 (9.05%) Shell Script
6 19 (8.60%) C#
6 19 (8.60%) Python
7 10 (4.52%) XPath
8 6 (2.71%) ABAP
9 3 (1.36%) VBA
10 2 (0.90%) JavaScript
11 1 (0.45%) C
11 1 (0.45%) R
11 1 (0.45%) VB.NET
Qualifications
1 24 (10.86%) Degree
2 6 (2.71%) Microsoft Certification
3 5 (2.26%) MCITP
3 5 (2.26%) MCTS
4 1 (0.45%) MCSE
4 1 (0.45%) SC Cleared
4 1 (0.45%) Security Cleared
Quality Assurance & Compliance
1 18 (8.14%) Data Quality
2 10 (4.52%) QA
3 1 (0.45%) GxP
3 1 (0.45%) Sarbanes-Oxley
3 1 (0.45%) SLA
System Software
1 18 (8.14%) Apache Flume
1 18 (8.14%) HDFS
Systems Management
1 18 (8.14%) Hadoop YARN
1 18 (8.14%) Oozie
Vendors
1 65 (29.41%) Oracle
2 43 (19.46%) Informatica
3 30 (13.57%) Microsoft
4 28 (12.67%) Tableau
5 20 (9.05%) SAP
6 18 (8.14%) Cloudera
6 18 (8.14%) Hortonworks
6 18 (8.14%) MapR
7 15 (6.79%) Cognos
8 12 (5.43%) IBM
9 11 (4.98%) Netezza
10 10 (4.52%) Zoomdata
11 4 (1.81%) Pegasus
12 3 (1.36%) Greenplum
12 3 (1.36%) Teradata
12 3 (1.36%) Vertica
13 2 (0.90%) Salesforce.com
13 2 (0.90%) Siebel
13 2 (0.90%) Talend
14 1 (0.45%) JD Edwards
Lichfield, Staffordshire
Spring Technology
Salary: £30000.00 - £40000.00 per annum
Posted: 6 days ago
Coventry, West Midlands (County)
The Coventry Building Society
Salary: £27k - 49k per year
Posted: 16 days ago
West Midlands
Applause IT Ltd
Salary: £60000 - £70000 per annum + Benefits
Posted: 26 days ago