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 27 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Jul 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 113 135 90
Rank change year-on-year
+22 -45
Permanent jobs citing ETL 128 97 147
As % of all permanent IT jobs located in the West Midlands 2.12% 1.65% 2.76%
As % of the Processes & Methodologies category 2.43% 1.89% 3.32%
Number of salaries quoted 85 74 137
Median salary £42,500 £37,750 £42,000
Median salary % change year-on-year
+12.58% -10.11%
90% offered a salary of more than £35,000 £25,000 £37,500
10% offered a salary of more than £52,300 £65,000 £55,000
UK excluding London median salary £45,000 £46,500 £44,000
% change year-on-year
-3.22% +5.68%
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
5259 5128 4430
As % of all permanent IT jobs located in the West Midlands 86.97% 87.14% 83.21%
Number of salaries quoted 4104 4170 3671
Median salary £42,500 £42,000 £41,000
Median salary % change year-on-year
+1.19% +2.43%
90% offered a salary of more than £26,000 £27,500 £28,000
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 27 July 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 27 July 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
Warwickshire +6 31 £48,750 +39.28% 1
Birmingham -8 31 £40,000 -17.94% 7
Coventry +15 15 £47,500 +22.58% 2
Worcestershire - 10 £47,500 - 1
Staffordshire -10 7 £40,000 -11.11% 1
Walsall -2 4 £44,000 -32.30%
Shropshire -12 4 £40,000 +19.40% 2
Solihull +9 3 £35,000 +29.62%
Wolverhampton -1 2 £35,250 -
ETL
England

ETL
Top 30 Related IT Skills in the West Midlands

For the 6 months to 27 July 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.

1 186 (76.23%) SQL
2 176 (72.13%) Business Intelligence
3 154 (63.11%) SQL Server
4 95 (38.93%) Data Warehouse
5 94 (38.52%) SQL Server Integration Services
6 73 (29.92%) SQL Server Reporting Services
7 72 (29.51%) Oracle
8 57 (23.36%) Performance Tuning
9 55 (22.54%) Finance
10 48 (19.67%) Dimensional Modelling
11 46 (18.85%) Data Management
12 43 (17.62%) Linux
13 41 (16.80%) Informatica
14 40 (16.39%) Data Modelling
14 40 (16.39%) T-SQL
15 38 (15.57%) Hadoop
16 36 (14.75%) Java
16 36 (14.75%) Degree
17 35 (14.34%) Analytical Skills
18 34 (13.93%) Kimball Methodology
18 34 (13.93%) SQL Server Analysis Services
18 34 (13.93%) PL/SQL
19 33 (13.52%) Microsoft
19 33 (13.52%) SQL Server 2012
20 32 (13.11%) Agile Software Development
21 31 (12.70%) Shell Script
21 31 (12.70%) Open Source
22 30 (12.30%) Big Data
22 30 (12.30%) OLAP
23 28 (11.48%) Apache

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 28 (11.48%) Apache
1 28 (11.48%) Apache Pig
1 28 (11.48%) Apache Spark
2 17 (6.97%) SharePoint
3 11 (4.51%) BizTalk Server
4 9 (3.69%) IIS
5 6 (2.46%) JBoss
5 6 (2.46%) WebSphere
5 6 (2.46%) WebSphere Application Server
6 4 (1.64%) NetWeaver
7 2 (0.82%) SAS
Applications
1 19 (7.79%) MS Excel
2 2 (0.82%) MS PowerPoint
2 2 (0.82%) SPSS
3 1 (0.41%) MS Office
3 1 (0.41%) MS Visio
Business Applications
1 5 (2.05%) SAP BPC
1 5 (2.05%) SAP Business One
2 4 (1.64%) SAP CRM
3 2 (0.82%) Dynamics AX
3 2 (0.82%) Infor M3
4 1 (0.41%) Cognos Business Intelligence
4 1 (0.41%) Cognos TM1
4 1 (0.41%) SAP Oil and Gas
4 1 (0.41%) SAP SEM
Cloud Services
1 6 (2.46%) Microsoft Azure
2 2 (0.82%) Force.com
Communications & Networking
1 6 (2.46%) SSL
1 6 (2.46%) TCP/IP
2 4 (1.64%) Network Security
Database & Business Intelligence
1 154 (63.11%) SQL Server
2 95 (38.93%) Data Warehouse
3 94 (38.52%) SQL Server Integration Services
4 73 (29.92%) SQL Server Reporting Services
5 38 (15.57%) Hadoop
6 34 (13.93%) SQL Server Analysis Services
7 33 (13.52%) SQL Server 2012
8 30 (12.30%) Big Data
8 30 (12.30%) OLAP
9 28 (11.48%) Apache Cassandra
9 28 (11.48%) Apache Hive
9 28 (11.48%) HBase
9 28 (11.48%) Impala
9 28 (11.48%) PostgreSQL
9 28 (11.48%) Sqoop
10 26 (10.66%) BusinessObjects
11 20 (8.20%) QlikView
12 19 (7.79%) OLAP Cube
12 19 (7.79%) Oracle BI EE
12 19 (7.79%) SQL Server 2005
Development Applications
1 15 (6.15%) Team Foundation Server
2 12 (4.92%) Visual Studio
3 9 (3.69%) Git (software)
3 9 (3.69%) Subversion
4 1 (0.41%) Talend Open Studio
General
1 55 (22.54%) Finance
2 10 (4.10%) Retail
2 10 (4.10%) Telecoms
3 9 (3.69%) Advertising
4 8 (3.28%) Automotive
5 7 (2.87%) Banking
6 6 (2.46%) Manufacturing
6 6 (2.46%) Retail Banking
7 4 (1.64%) Marketing
8 2 (0.82%) Legal
8 2 (0.82%) Publishing
9 1 (0.41%) Corporate Banking
9 1 (0.41%) Electronics
9 1 (0.41%) Games
9 1 (0.41%) Investment Banking
9 1 (0.41%) Local Government
Job Titles
1 124 (50.82%) Developer
2 76 (31.15%) Business Intelligence Developer
3 37 (15.16%) Administrator
4 34 (13.93%) SQL Developer
5 32 (13.11%) Consultant
6 28 (11.48%) Hadoop Administrator
7 27 (11.07%) Analyst
8 25 (10.25%) SQL BI Developer
9 21 (8.61%) Business Developer
9 21 (8.61%) Oracle Consultant
10 20 (8.20%) ETL Developer
11 19 (7.79%) DBA
11 19 (7.79%) SQL DBA
12 18 (7.38%) Business Intelligence Analyst
13 16 (6.56%) SSRS Developer
14 15 (6.15%) Data Consultant
14 15 (6.15%) Data Warehouse Consultant
14 15 (6.15%) ETL Consultant
15 14 (5.74%) Senior Developer
16 12 (4.92%) Junior
Libraries, Frameworks & Software Standards
1 28 (11.48%) LAPP Stack
2 21 (8.61%) .NET
3 18 (7.38%) XML
4 14 (5.74%) ASP.NET
4 14 (5.74%) Web Services
5 11 (4.51%) REST
5 11 (4.51%) SOAP
5 11 (4.51%) WCF
5 11 (4.51%) XSLT
6 10 (4.10%) ASP.NET MVC
6 10 (4.10%) MDX
7 9 (3.69%) ASP.NET Web API
8 8 (3.28%) HTML
9 6 (2.46%) Java EE
10 4 (1.64%) Middleware
11 2 (0.82%) ASP.NET Web Forms
11 2 (0.82%) CSS
11 2 (0.82%) jQuery
12 1 (0.41%) WPF
Miscellaneous
1 35 (14.34%) Analytical Skills
2 27 (11.07%) Visualisation
3 15 (6.15%) Management Information System
4 11 (4.51%) Replication
5 10 (4.10%) Enterprise Software
6 9 (3.69%) e-Learning
6 9 (3.69%) Mobile App
7 8 (3.28%) Clustering
8 7 (2.87%) Data Extraction
9 4 (1.64%) Data Integration
9 4 (1.64%) Data Structures
10 3 (1.23%) Data Conversion
11 2 (0.82%) AS400
11 2 (0.82%) Statistics
12 1 (0.41%) Economics
12 1 (0.41%) FMCG
12 1 (0.41%) Mathematics
12 1 (0.41%) NHS
12 1 (0.41%) Virtual Team
Operating Systems
1 43 (17.62%) Linux
2 23 (9.43%) Windows
3 14 (5.74%) Unix
4 1 (0.41%) Solaris
4 1 (0.41%) Windows 7
Processes & Methodologies
1 176 (72.13%) Business Intelligence
2 57 (23.36%) Performance Tuning
3 48 (19.67%) Dimensional Modelling
4 46 (18.85%) Data Management
5 40 (16.39%) Data Modelling
6 34 (13.93%) Kimball Methodology
7 32 (13.11%) Agile Software Development
8 31 (12.70%) Open Source
9 28 (11.48%) MapReduce
10 20 (8.20%) Project Management
11 19 (7.79%) SDLC
12 18 (7.38%) Data Analysis
13 15 (6.15%) Capacity Management
13 15 (6.15%) SOA
14 13 (5.33%) Analytics
14 13 (5.33%) Stakeholder Management
15 12 (4.92%) Scrum
15 12 (4.92%) Service Delivery
16 11 (4.51%) MVC
16 11 (4.51%) Unit Testing
Programming Languages
1 186 (76.23%) SQL
2 40 (16.39%) T-SQL
3 36 (14.75%) Java
4 34 (13.93%) PL/SQL
5 31 (12.70%) Shell Script
6 28 (11.48%) Python
7 22 (9.02%) C#
8 11 (4.51%) XPath
9 7 (2.87%) ABAP
10 3 (1.23%) VB.NET
11 2 (0.82%) JavaScript
11 2 (0.82%) VBA
12 1 (0.41%) C
12 1 (0.41%) Korn
12 1 (0.41%) MATLAB
12 1 (0.41%) PowerShell
12 1 (0.41%) R
Qualifications
1 36 (14.75%) Degree
2 11 (4.51%) Microsoft Certification
3 6 (2.46%) MCSE
4 5 (2.05%) MCITP
4 5 (2.05%) MCTS
5 2 (0.82%) ISEB
5 2 (0.82%) ISTQB
6 1 (0.41%) ITIL Certification
6 1 (0.41%) SC Cleared
6 1 (0.41%) Security Cleared
Quality Assurance & Compliance
1 14 (5.74%) Data Quality
2 11 (4.51%) QA
3 3 (1.23%) SLA
4 2 (0.82%) Sarbanes-Oxley
5 1 (0.41%) GxP
5 1 (0.41%) ISO 9001
System Software
1 28 (11.48%) Apache Flume
1 28 (11.48%) HDFS
Systems Management
1 28 (11.48%) Hadoop YARN
1 28 (11.48%) Oozie
2 1 (0.41%) Control-M
2 1 (0.41%) ITRS Geneos
Vendors
1 72 (29.51%) Oracle
2 41 (16.80%) Informatica
3 33 (13.52%) Microsoft
4 28 (11.48%) Cloudera
4 28 (11.48%) Hortonworks
4 28 (11.48%) MapR
5 27 (11.07%) Tableau
6 22 (9.02%) SAP
7 18 (7.38%) Cognos
8 16 (6.56%) Netezza
9 10 (4.10%) Zoomdata
10 8 (3.28%) IBM
11 7 (2.87%) Greenplum
11 7 (2.87%) Teradata
11 7 (2.87%) Vertica
12 4 (1.64%) Pegasus
13 3 (1.23%) Salesforce.com
14 2 (0.82%) IDERA
14 2 (0.82%) RedGate
14 2 (0.82%) Siebel
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