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 25 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Jun 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 118 136 89
Rank change year-on-year
+18 -47
Permanent jobs citing ETL 134 88 153
As % of all permanent IT jobs located in the West Midlands 2.20% 1.54% 2.82%
As % of the Processes & Methodologies category 2.51% 1.79% 3.36%
Number of salaries quoted 88 70 139
Median salary £41,248 £37,500 £42,500
Median salary % change year-on-year
+9.99% -11.76%
90% offered a salary of more than £35,000 £25,000 £37,500
10% offered a salary of more than £55,000 £65,000 £55,000
UK excluding London median salary £45,000 £45,000 £43,500
% change year-on-year
- +3.44%
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
5348 4903 4553
As % of all permanent IT jobs located in the West Midlands 87.73% 85.78% 83.88%
Number of salaries quoted 4145 4061 3809
Median salary £42,500 £42,500 £41,500
Median salary % change year-on-year
- +2.40%
90% offered a salary of more than £26,500 £27,500 £29,000
10% offered a salary of more than £65,000 £65,000 £62,500
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 25 June 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 25 June 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 +2 34 £40,000 -15.78% 1
Warwickshire -10 25 £53,750 +53.57% 1
Shropshire -9 19 £36,000 +7.46% 1
Worcestershire - 17 £47,500 -
Staffordshire -13 6 £40,000 -1.84% 1
Coventry +8 5 £45,000 +25.87%
Walsall -6 4 £44,000 -32.30%
Solihull +10 1 £28,500 +5.55%
Sutton Coldfield - 1 £39,000 -
ETL
England

ETL
Top 30 Related IT Skills in the West Midlands

For the 6 months to 25 June 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.

1 207 (75.55%) SQL
2 192 (70.07%) Business Intelligence
3 181 (66.06%) SQL Server
4 107 (39.05%) Data Warehouse
5 101 (36.86%) SQL Server Integration Services
6 85 (31.02%) Oracle
7 82 (29.93%) SQL Server Reporting Services
8 59 (21.53%) Linux
8 59 (21.53%) Performance Tuning
9 52 (18.98%) T-SQL
10 51 (18.61%) Finance
10 51 (18.61%) Dimensional Modelling
11 50 (18.25%) Data Modelling
12 49 (17.88%) Data Management
13 46 (16.79%) Microsoft
14 45 (16.42%) Java
15 43 (15.69%) SQL Server Analysis Services
16 42 (15.33%) Hadoop
16 42 (15.33%) SQL Server 2012
17 41 (14.96%) Informatica
18 40 (14.60%) Kimball Methodology
19 39 (14.23%) Open Source
19 39 (14.23%) Degree
20 38 (13.87%) C#
20 38 (13.87%) Big Data
21 37 (13.50%) Shell Script
21 37 (13.50%) Agile Software Development
22 36 (13.14%) BusinessObjects
22 36 (13.14%) OLAP
22 36 (13.14%) Python

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 32 (11.68%) Apache
1 32 (11.68%) Apache Pig
1 32 (11.68%) Apache Spark
2 21 (7.66%) SharePoint
3 18 (6.57%) BizTalk Server
4 11 (4.01%) IIS
5 8 (2.92%) JBoss
5 8 (2.92%) WebSphere
5 8 (2.92%) WebSphere Application Server
6 6 (2.19%) NetWeaver
7 1 (0.36%) SAS
Applications
1 25 (9.12%) MS Excel
2 5 (1.82%) MS Office
3 2 (0.73%) SPSS
4 1 (0.36%) MS PowerPoint
4 1 (0.36%) MS Visio
Business Applications
1 5 (1.82%) SAP Business One
2 2 (0.73%) Dynamics AX
2 2 (0.73%) SAP CRM
2 2 (0.73%) SAP Oil and Gas
3 1 (0.36%) Infor M3
3 1 (0.36%) SAP BPC
3 1 (0.36%) SAP CO
3 1 (0.36%) SAP FI
3 1 (0.36%) SAP FI/CO
3 1 (0.36%) SAP FI-AP
3 1 (0.36%) SAP HR
3 1 (0.36%) SAP MM
3 1 (0.36%) SAP Payroll
3 1 (0.36%) SAP SD
Cloud Services
1 4 (1.46%) GitHub
2 3 (1.09%) Microsoft Azure
3 2 (0.73%) Force.com
Communications & Networking
1 8 (2.92%) SSL
1 8 (2.92%) TCP/IP
2 2 (0.73%) Network Security
Database & Business Intelligence
1 181 (66.06%) SQL Server
2 107 (39.05%) Data Warehouse
3 101 (36.86%) SQL Server Integration Services
4 82 (29.93%) SQL Server Reporting Services
5 43 (15.69%) SQL Server Analysis Services
6 42 (15.33%) Hadoop
6 42 (15.33%) SQL Server 2012
7 38 (13.87%) Big Data
8 36 (13.14%) BusinessObjects
8 36 (13.14%) OLAP
9 32 (11.68%) Apache Cassandra
9 32 (11.68%) Apache Hive
9 32 (11.68%) HBase
9 32 (11.68%) Impala
9 32 (11.68%) PostgreSQL
9 32 (11.68%) Sqoop
10 30 (10.95%) SQL Server 2008
11 27 (9.85%) SQL Server 2005
12 22 (8.03%) Relational Database
13 21 (7.66%) QlikView
Development Applications
1 19 (6.93%) Team Foundation Server
1 19 (6.93%) Visual Studio
2 11 (4.01%) Git (software)
2 11 (4.01%) Subversion
3 6 (2.19%) Talend Open Studio
4 4 (1.46%) Jenkins
5 2 (0.73%) Selenium
General
1 51 (18.61%) Finance
2 14 (5.11%) Retail
3 12 (4.38%) Telecoms
4 9 (3.28%) Banking
5 8 (2.92%) Automotive
5 8 (2.92%) Retail Banking
6 7 (2.55%) Manufacturing
7 6 (2.19%) Advertising
7 6 (2.19%) Marketing
8 4 (1.46%) Local Government
9 3 (1.09%) Publishing
10 1 (0.36%) Corporate Banking
10 1 (0.36%) Electronics
10 1 (0.36%) Games
10 1 (0.36%) Investment Banking
10 1 (0.36%) Legal
Job Titles
1 142 (51.82%) Developer
2 89 (32.48%) Business Intelligence Developer
3 45 (16.42%) Administrator
4 37 (13.50%) Consultant
5 36 (13.14%) SQL Developer
6 32 (11.68%) Hadoop Administrator
7 31 (11.31%) Analyst
8 30 (10.95%) DBA
8 30 (10.95%) SQL DBA
9 26 (9.49%) SQL BI Developer
10 24 (8.76%) Business Developer
11 22 (8.03%) Oracle Consultant
12 18 (6.57%) Business Intelligence Analyst
12 18 (6.57%) Data Consultant
12 18 (6.57%) ETL Developer
13 14 (5.11%) Data Warehouse Consultant
13 14 (5.11%) ETL Consultant
14 13 (4.74%) Senior Developer
15 12 (4.38%) SSRS Developer
16 11 (4.01%) Analyst Developer
Libraries, Frameworks & Software Standards
1 32 (11.68%) LAPP Stack
2 30 (10.95%) XML
3 23 (8.39%) .NET
4 21 (7.66%) Web Services
5 18 (6.57%) ASP.NET
5 18 (6.57%) SOAP
6 14 (5.11%) ASP.NET MVC
6 14 (5.11%) MDX
7 13 (4.74%) REST
7 13 (4.74%) WCF
7 13 (4.74%) XSLT
8 12 (4.38%) HTML
9 11 (4.01%) ASP.NET Web API
10 8 (2.92%) Java EE
11 6 (2.19%) Middleware
12 5 (1.82%) XSL
13 4 (1.46%) ASP.NET Web Forms
13 4 (1.46%) CSS
13 4 (1.46%) jQuery
13 4 (1.46%) Node.js
Miscellaneous
1 36 (13.14%) Analytical Skills
2 30 (10.95%) Visualisation
3 14 (5.11%) Management Information System
4 12 (4.38%) Enterprise Software
4 12 (4.38%) Replication
5 11 (4.01%) Clustering
5 11 (4.01%) e-Learning
5 11 (4.01%) Mobile App
6 9 (3.28%) Data Structures
7 7 (2.55%) Data Extraction
8 5 (1.82%) Data Conversion
8 5 (1.82%) Mathematics
9 4 (1.46%) User Experience
10 2 (0.73%) Statistics
11 1 (0.36%) AS400
11 1 (0.36%) Data Integration
11 1 (0.36%) FMCG
11 1 (0.36%) NHS
11 1 (0.36%) Virtual Team
Operating Systems
1 59 (21.53%) Linux
2 30 (10.95%) Unix
3 29 (10.58%) Windows
4 1 (0.36%) AIX
4 1 (0.36%) Solaris
4 1 (0.36%) Windows 7
Processes & Methodologies
1 192 (70.07%) Business Intelligence
2 59 (21.53%) Performance Tuning
3 51 (18.61%) Dimensional Modelling
4 50 (18.25%) Data Modelling
5 49 (17.88%) Data Management
6 40 (14.60%) Kimball Methodology
7 39 (14.23%) Open Source
8 37 (13.50%) Agile Software Development
9 32 (11.68%) MapReduce
10 20 (7.30%) Project Management
11 19 (6.93%) Data Analysis
11 19 (6.93%) SOA
12 18 (6.57%) Analytics
13 16 (5.84%) Migration
13 16 (5.84%) Patch Management
14 15 (5.47%) MVC
14 15 (5.47%) SDLC
15 14 (5.11%) Capacity Management
15 14 (5.11%) Scrum
16 13 (4.74%) Web Development
Programming Languages
1 207 (75.55%) SQL
2 52 (18.98%) T-SQL
3 45 (16.42%) Java
4 38 (13.87%) C#
5 37 (13.50%) Shell Script
6 36 (13.14%) Python
7 30 (10.95%) PL/SQL
8 13 (4.74%) XPath
9 8 (2.92%) JavaScript
10 6 (2.19%) ABAP
11 5 (1.82%) VB
11 5 (1.82%) VB.NET
12 2 (0.73%) PowerShell
12 2 (0.73%) VBA
13 1 (0.36%) C
13 1 (0.36%) Korn
13 1 (0.36%) MATLAB
13 1 (0.36%) Perl
13 1 (0.36%) R
Qualifications
1 39 (14.23%) Degree
2 11 (4.01%) Microsoft Certification
3 7 (2.55%) MCSE
4 4 (1.46%) MCITP
4 4 (1.46%) MCTS
4 4 (1.46%) PhD
5 2 (0.73%) ISEB
5 2 (0.73%) ISTQB
6 1 (0.36%) ITIL Certification
Quality Assurance & Compliance
1 18 (6.57%) Data Quality
2 12 (4.38%) QA
3 3 (1.09%) SLA
4 1 (0.36%) ISO 9001
4 1 (0.36%) Sarbanes-Oxley
System Software
1 32 (11.68%) Apache Flume
1 32 (11.68%) HDFS
Systems Management
1 32 (11.68%) Hadoop YARN
1 32 (11.68%) Oozie
2 5 (1.82%) OpenView
3 4 (1.46%) Puppet
4 1 (0.36%) Control-M
4 1 (0.36%) ITRS Geneos
Vendors
1 85 (31.02%) Oracle
2 46 (16.79%) Microsoft
3 41 (14.96%) Informatica
4 36 (13.14%) Cloudera
4 36 (13.14%) Hortonworks
5 32 (11.68%) MapR
6 27 (9.85%) Tableau
7 24 (8.76%) SAP
8 18 (6.57%) Netezza
9 16 (5.84%) Greenplum
10 12 (4.38%) Teradata
10 12 (4.38%) Vertica
11 10 (3.65%) Cognos
11 10 (3.65%) Zoomdata
12 6 (2.19%) Talend
13 4 (1.46%) MuleSoft
14 3 (1.09%) Salesforce.com
15 2 (0.73%) IBM
15 2 (0.73%) IDERA
15 2 (0.73%) Pegasus
Wolverhampton, West Midlands (County)
Opus IT Consulting
Salary: £30000 - £40000 per annum + 20% bonus and bens
Posted: 2 days ago
Wolverhampton, West Midlands (County)
Nigel Frank International Ltd
Salary: £28000 - £42000 per annum + Pension, Negotiable
Posted: 3 days ago
Birmingham, West Midlands (County)
Streamline Connections
Salary: £25000 - £32000.00 per annum + Benefits
Posted: 4 days ago
Staffordshire
Searchability
Salary: £20000 - £40000 per annum
Posted: 5 days ago
Telford
Hays Specialist Recruitment Ltd
Salary: £35000.00 - £45000.00 per annum
Posted: 17 days ago
Stratford-upon-Avon
Hays Specialist Recruitment Ltd
Salary: £32000.00 - £45000.00 per annum
Posted: 19 days ago