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 24 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 May 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 123 135 96
Rank change year-on-year
+12 -39
Permanent jobs citing ETL 122 90 136
As % of all permanent IT jobs located in the West Midlands 2.00% 1.71% 2.61%
As % of the Processes & Methodologies category 2.28% 2.01% 3.08%
Number of salaries quoted 83 70 121
Median salary £44,000 £42,500 £42,624
Median salary % change year-on-year
+3.52% -0.29%
90% offered a salary of more than £30,500 £25,000 £37,500
10% offered a salary of more than £55,000 £65,000 £55,500
UK excluding London median salary £45,000 £45,000 £44,500
% change year-on-year
- +1.12%
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
5341 4481 4409
As % of all permanent IT jobs located in the West Midlands 87.67% 85.08% 84.54%
Number of salaries quoted 4142 3723 3677
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 £27,000 £29,000
10% offered a salary of more than £63,308 £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 24 May 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 24 May 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 +1 25 £42,000 -11.57% 5
Warwickshire -17 24 £55,000 +46.66% 3
Shropshire -4 20 £33,000 -
Worcestershire - 14 £47,500 - 3
Coventry +2 5 £55,000 +33.33% 1
Walsall -9 5 £44,000 -32.30%
Staffordshire -16 5 £47,500 - 1
Solihull +15 4 £38,750 +43.51%
Sutton Coldfield - 1 £39,000 -
ETL
England

ETL
Top 30 Related IT Skills in the West Midlands

For the 6 months to 24 May 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.

1 220 (71.43%) SQL
2 211 (68.51%) Business Intelligence
3 199 (64.61%) SQL Server
4 125 (40.58%) Data Warehouse
5 110 (35.71%) SQL Server Integration Services
6 86 (27.92%) Oracle
7 83 (26.95%) SQL Server Reporting Services
8 79 (25.65%) Linux
9 61 (19.81%) Performance Tuning
10 59 (19.16%) Data Modelling
11 58 (18.83%) Java
11 58 (18.83%) Degree
11 58 (18.83%) SQL Server Analysis Services
12 56 (18.18%) Data Management
12 56 (18.18%) T-SQL
13 55 (17.86%) Finance
13 55 (17.86%) Big Data
14 54 (17.53%) Dimensional Modelling
15 52 (16.88%) Open Source
15 52 (16.88%) Shell Script
16 49 (15.91%) Microsoft
16 49 (15.91%) Python
16 49 (15.91%) Hortonworks
16 49 (15.91%) Cloudera
17 48 (15.58%) Hadoop
18 46 (14.94%) Kimball Methodology
19 45 (14.61%) SQL Server 2012
20 42 (13.64%) Apache Flume
20 42 (13.64%) HBase
20 42 (13.64%) MapR

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 42 (13.64%) Apache
1 42 (13.64%) Apache Pig
1 42 (13.64%) Apache Spark
2 21 (6.82%) SharePoint
3 16 (5.19%) BizTalk Server
4 8 (2.60%) IIS
4 8 (2.60%) JBoss
4 8 (2.60%) NetWeaver
4 8 (2.60%) WebSphere
4 8 (2.60%) WebSphere Application Server
5 7 (2.27%) Node.js
6 1 (0.32%) SAS
Applications
1 25 (8.12%) MS Excel
2 5 (1.62%) MS Office
3 3 (0.97%) MS PowerPoint
4 2 (0.65%) SPSS
5 1 (0.32%) MS Visio
Business Applications
1 5 (1.62%) SAP Business One
2 3 (0.97%) SAP CO
2 3 (0.97%) SAP FI
2 3 (0.97%) SAP FI/CO
2 3 (0.97%) SAP FI-AP
2 3 (0.97%) SAP HR
2 3 (0.97%) SAP MM
2 3 (0.97%) SAP Payroll
2 3 (0.97%) SAP SD
3 2 (0.65%) Dynamics AX
3 2 (0.65%) SAP Oil and Gas
4 1 (0.32%) SAP CRM
Cloud Services
1 7 (2.27%) GitHub
2 2 (0.65%) Force.com
3 1 (0.32%) Microsoft Azure
3 1 (0.32%) Office 365
Communications & Networking
1 8 (2.60%) SSL
1 8 (2.60%) TCP/IP
2 3 (0.97%) Kerberos
2 3 (0.97%) SAN
3 1 (0.32%) Network Security
Database & Business Intelligence
1 199 (64.61%) SQL Server
2 125 (40.58%) Data Warehouse
3 110 (35.71%) SQL Server Integration Services
4 83 (26.95%) SQL Server Reporting Services
5 58 (18.83%) SQL Server Analysis Services
6 55 (17.86%) Big Data
7 48 (15.58%) Hadoop
8 45 (14.61%) SQL Server 2012
9 42 (13.64%) Apache Cassandra
9 42 (13.64%) Apache Hive
9 42 (13.64%) HBase
9 42 (13.64%) Impala
9 42 (13.64%) PostgreSQL
9 42 (13.64%) Sqoop
10 35 (11.36%) SQL Server 2005
10 35 (11.36%) SQL Server 2008
11 34 (11.04%) BusinessObjects
12 33 (10.71%) OLAP
13 27 (8.77%) DB2
14 21 (6.82%) QlikView
Development Applications
1 17 (5.52%) Visual Studio
2 16 (5.19%) Team Foundation Server
3 15 (4.87%) Talend Open Studio
4 8 (2.60%) Git (software)
4 8 (2.60%) Subversion
5 7 (2.27%) Jenkins
6 2 (0.65%) Selenium
General
1 55 (17.86%) Finance
2 17 (5.52%) Retail
3 10 (3.25%) Telecoms
4 9 (2.92%) Banking
5 8 (2.60%) Automotive
5 8 (2.60%) Retail Banking
6 7 (2.27%) Manufacturing
6 7 (2.27%) Marketing
7 6 (1.95%) Advertising
8 4 (1.30%) Local Government
8 4 (1.30%) Publishing
9 2 (0.65%) Games
9 2 (0.65%) Legal
10 1 (0.32%) Corporate Banking
10 1 (0.32%) Electronics
10 1 (0.32%) Investment Banking
Job Titles
1 149 (48.38%) Developer
2 95 (30.84%) Business Intelligence Developer
3 56 (18.18%) Administrator
4 42 (13.64%) Hadoop Administrator
5 40 (12.99%) DBA
6 38 (12.34%) Consultant
7 37 (12.01%) SQL DBA
7 37 (12.01%) SQL Developer
8 32 (10.39%) Analyst
9 27 (8.77%) Business Developer
10 26 (8.44%) SQL BI Developer
11 23 (7.47%) ETL Developer
12 19 (6.17%) Data Consultant
12 19 (6.17%) Oracle Consultant
13 14 (4.55%) Business Intelligence Analyst
14 13 (4.22%) Data Warehouse Consultant
14 13 (4.22%) Data Warehouse Developer
15 12 (3.90%) Business Analyst
15 12 (3.90%) SAP Developer
15 12 (3.90%) Senior Developer
Libraries, Frameworks & Software Standards
1 42 (13.64%) LAPP Stack
2 31 (10.06%) XML
3 23 (7.47%) .NET
4 19 (6.17%) Web Services
5 16 (5.19%) SOAP
6 15 (4.87%) ASP.NET
7 14 (4.55%) MDX
8 12 (3.90%) HTML
9 11 (3.57%) ASP.NET MVC
10 10 (3.25%) REST
10 10 (3.25%) WCF
10 10 (3.25%) XSLT
11 8 (2.60%) ASP.NET Web API
11 8 (2.60%) Java EE
11 8 (2.60%) Middleware
12 7 (2.27%) Spring XD
13 6 (1.95%) XSL
14 4 (1.30%) ASP.NET Web Forms
14 4 (1.30%) CSS
14 4 (1.30%) jQuery
Miscellaneous
1 36 (11.69%) Analytical Skills
2 25 (8.12%) Visualisation
3 15 (4.87%) Clustering
4 14 (4.55%) Data Structures
5 13 (4.22%) Replication
6 12 (3.90%) Management Information System
7 11 (3.57%) Enterprise Software
8 9 (2.92%) Data Conversion
9 8 (2.60%) Computer Science
9 8 (2.60%) e-Learning
9 8 (2.60%) Mobile App
10 7 (2.27%) Data Integration
10 7 (2.27%) Mathematics
10 7 (2.27%) User Experience
11 5 (1.62%) Data Extraction
12 3 (0.97%) Microsoft Licensing
12 3 (0.97%) Statistics
13 1 (0.32%) FMCG
13 1 (0.32%) NHS
Operating Systems
1 79 (25.65%) Linux
2 41 (13.31%) Unix
3 27 (8.77%) Windows
4 1 (0.32%) AIX
4 1 (0.32%) Solaris
Processes & Methodologies
1 211 (68.51%) Business Intelligence
2 61 (19.81%) Performance Tuning
3 59 (19.16%) Data Modelling
4 56 (18.18%) Data Management
5 54 (17.53%) Dimensional Modelling
6 52 (16.88%) Open Source
7 46 (14.94%) Kimball Methodology
8 42 (13.64%) MapReduce
9 34 (11.04%) Agile Software Development
10 32 (10.39%) Analytics
11 24 (7.79%) Patch Management
11 24 (7.79%) Project Management
12 22 (7.14%) Migration
13 16 (5.19%) Data Migration
13 16 (5.19%) Disaster Recovery
13 16 (5.19%) Parallel Processing
13 16 (5.19%) SOA
13 16 (5.19%) Stakeholder Management
14 15 (4.87%) Data Analysis
14 15 (4.87%) SDLC
Programming Languages
1 220 (71.43%) SQL
2 58 (18.83%) Java
3 56 (18.18%) T-SQL
4 52 (16.88%) Shell Script
5 49 (15.91%) Python
6 40 (12.99%) C#
7 26 (8.44%) PL/SQL
8 11 (3.57%) JavaScript
9 10 (3.25%) XPath
10 7 (2.27%) VB.NET
11 6 (1.95%) VB
12 4 (1.30%) ABAP
12 4 (1.30%) PowerShell
13 2 (0.65%) VBA
14 1 (0.32%) Korn
14 1 (0.32%) MATLAB
14 1 (0.32%) Perl
14 1 (0.32%) R
Qualifications
1 58 (18.83%) Degree
2 11 (3.57%) MCSE
2 11 (3.57%) Microsoft Certification
3 7 (2.27%) PhD
4 3 (0.97%) MCITP
5 2 (0.65%) ISEB
5 2 (0.65%) ISTQB
6 1 (0.32%) ITIL Certification
6 1 (0.32%) MCDBA
6 1 (0.32%) MCSA
Quality Assurance & Compliance
1 14 (4.55%) Data Quality
2 9 (2.92%) QA
3 5 (1.62%) SLA
4 1 (0.32%) ISO 9001
4 1 (0.32%) Sarbanes-Oxley
System Software
1 42 (13.64%) Apache Flume
1 42 (13.64%) HDFS
2 3 (0.97%) Active Directory
2 3 (0.97%) Hyper-V
2 3 (0.97%) VMware Infrastructure
Systems Management
1 42 (13.64%) Hadoop YARN
1 42 (13.64%) Oozie
2 7 (2.27%) Puppet
3 6 (1.95%) OpenView
4 1 (0.32%) Control-M
4 1 (0.32%) ITRS Geneos
Vendors
1 86 (27.92%) Oracle
2 49 (15.91%) Cloudera
2 49 (15.91%) Hortonworks
2 49 (15.91%) Microsoft
3 42 (13.64%) Informatica
3 42 (13.64%) MapR
4 36 (11.69%) SAP
5 25 (8.12%) Greenplum
6 24 (7.79%) Netezza
7 22 (7.14%) Tableau
8 19 (6.17%) Teradata
9 18 (5.84%) Vertica
10 15 (4.87%) Talend
11 7 (2.27%) Cognos
11 7 (2.27%) MuleSoft
12 6 (1.95%) Zoomdata
13 3 (0.97%) Citrix
13 3 (0.97%) MicroStrategy
13 3 (0.97%) Salesforce.com
13 3 (0.97%) SolarWinds
Burton-On-Trent, Staffordshire
Erin Associates
Salary: £40000 - £45000 per annum + Benefits
Posted: 4 hours ago
Wolverhampton, West Midlands (County)
Opus IT Consulting
Salary: £30000 - £40000 per annum + 20% bonus and bens
Posted: Yesterday
Birmingham
Capita plc
Salary: £40000.00 - £45000.00 per annum + negotiable
Posted: Yesterday
Coventry, West Midlands (County)
Engage PSG
Salary: £40000 - £50000 per annum + 10% bonus
Posted: 4 days ago
Birmingham
Hays Specialist Recruitment Ltd
Salary: £39324.00 - £43000.00 per annum + 40d Hol+Exc Pen+Health/Life
Posted: 13 days ago
Warwick, CV34 5AH
First Utility
Salary: £45,000 - £55,000 + Bonus + Excellent Benefits
Posted: 14 days ago
Warwick, CV34 5AH
First Utility
Salary: £45,000 - £55,000 + Bonus + Excellent Benefits
Posted: 14 days ago
Birmingham
Edenhouse Solutions Ltd
Salary: Competitive with excellent benefits
Posted: 17 days ago
West Midlands
Huxley
Salary: £40000 - £50000 per annum + Benefits
Posted: 20 days ago
Worcestershire
Huxley
Salary: competitive
Posted: 20 days ago
Worcestershire
Huxley
Salary: competitive
Posted: 20 days ago
West Midlands
Real Staffing
Salary: £35000 - £45000 per annum + competitive
Posted: 21 days ago
Worcester
Vivid Resourcing
Salary: £44k - 46k per year
Posted: 26 days ago