The table below looks at the statistics for ETL skills in IT jobs advertised for the Warwickshire region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 27 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Sep 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 55 62 51
Rank change year-on-year
+7 -11
Permanent jobs citing ETL 19 13 27
As % of all permanent IT jobs located in Warwickshire 3.03% 2.02% 3.73%
As % of the Processes & Methodologies category 3.28% 2.28% 4.11%
Number of salaries quoted 13 13 27
Median salary £40,500 £40,000 £27,500
Median salary % change year-on-year
+1.25% +45.45%
90% offered a salary of more than £40,000 £32,500 £25,000
10% offered a salary of more than £42,500 £56,250 £46,500
UK excluding London median salary £45,000 £45,000 £45,000
ETL
West Midlands

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

Processes & Methodologies Category
Warwickshire
Permanent IT job ads with a match in the
Processes & Methodologies category
579 569 657
As % of all permanent IT jobs located in Warwickshire 92.34% 88.63% 90.87%
Number of salaries quoted 453 504 565
Median salary £38,500 £41,000 £40,000
Median salary % change year-on-year
-6.09% +2.50%
90% offered a salary of more than £25,000 £27,500 £27,500
10% offered a salary of more than £55,000 £57,500 £60,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

ETL
Jobs Demand Trend in Warwickshire

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

ETL Jobs Demand Trend in Warwickshire

ETL
Salary Trend in Warwickshire

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

ETL Salary Trend in Warwickshire

ETL
Job Locations in Warwickshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the Warwickshire region over the 3 months to 27 September 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
Stratford-upon-Avon -1 6 £42,500 -29.16%
Warwick - 5 - -
Leamington Spa +2 1 £47,500 +46.15%
ETL
West Midlands

ETL
Top 30 Related IT Skills in Warwickshire

For the 6 months to 27 September 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 Warwickshire region with a requirement for ETL.

1 42 (95.45%) SQL
2 35 (79.55%) SQL Server
3 32 (72.73%) Business Intelligence
4 27 (61.36%) Hadoop
5 25 (56.82%) Performance Tuning
6 21 (47.73%) Java
7 20 (45.45%) SQL Server Integration Services
8 19 (43.18%) Data Management
9 17 (38.64%) Degree
9 17 (38.64%) Python
9 17 (38.64%) Apache Hive
9 17 (38.64%) MapReduce
10 15 (34.09%) Open Source
10 15 (34.09%) Apache Cassandra
10 15 (34.09%) Big Data
10 15 (34.09%) Hortonworks
10 15 (34.09%) Cloudera
10 15 (34.09%) Apache Flume
10 15 (34.09%) HBase
10 15 (34.09%) Apache Pig
10 15 (34.09%) Sqoop
10 15 (34.09%) MapR
10 15 (34.09%) Oozie
10 15 (34.09%) HDFS
10 15 (34.09%) Impala
10 15 (34.09%) Apache Spark
10 15 (34.09%) Hadoop YARN
10 15 (34.09%) LAPP Stack
10 15 (34.09%) Linux
10 15 (34.09%) Shell Script

ETL
Top Related IT Skills in Warwickshire 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 15 (34.09%) Apache
1 15 (34.09%) Apache Pig
1 15 (34.09%) Apache Spark
2 2 (4.55%) ArcGIS
3 1 (2.27%) WebSphere
Applications
1 3 (6.82%) MS Excel
2 1 (2.27%) MS Visio
Cloud Services
1 1 (2.27%) Microsoft Azure
Database & Business Intelligence
1 35 (79.55%) SQL Server
2 27 (61.36%) Hadoop
3 20 (45.45%) SQL Server Integration Services
4 17 (38.64%) Apache Hive
5 15 (34.09%) Apache Cassandra
5 15 (34.09%) Big Data
5 15 (34.09%) HBase
5 15 (34.09%) Impala
5 15 (34.09%) PostgreSQL
5 15 (34.09%) SQL Server Reporting Services
5 15 (34.09%) Sqoop
6 11 (25.00%) QlikView
7 10 (22.73%) Data Warehouse
8 7 (15.91%) BusinessObjects
9 3 (6.82%) Crystal Reports
9 3 (6.82%) SQL Server Analysis Services
10 2 (4.55%) DataStage
10 2 (4.55%) IBM InfoSphere
10 2 (4.55%) Spatial Data
10 2 (4.55%) SQL Server 2014
Development Applications
1 1 (2.27%) SoapUI
General
1 10 (22.73%) Finance
2 2 (4.55%) Advertising
Job Titles
1 22 (50.00%) Developer
2 15 (34.09%) Administrator
2 15 (34.09%) Hadoop Administrator
3 13 (29.55%) Senior Developer
4 8 (18.18%) Analyst
5 7 (15.91%) Business Intelligence Developer
6 6 (13.64%) Business Intelligence Analyst
7 5 (11.36%) Analyst Developer
7 5 (11.36%) QlikView Developer
7 5 (11.36%) Senior Analyst
7 5 (11.36%) Senior Analyst Developer
7 5 (11.36%) Senior Business Intelligence Analyst
7 5 (11.36%) Senior Business Intelligence Developer
8 4 (9.09%) ETL Developer
9 2 (4.55%) Data Scientist
9 2 (4.55%) Senior ETL Developer
10 1 (2.27%) ETL Analyst
10 1 (2.27%) Microsoft BI Consultant
10 1 (2.27%) SQL Analyst
10 1 (2.27%) WebSphere Message Broker Developer
Libraries, Frameworks & Software Standards
1 15 (34.09%) LAPP Stack
2 6 (13.64%) XML
3 2 (4.55%) Django
4 1 (2.27%) .NET
4 1 (2.27%) IBM Integration Bus
4 1 (2.27%) MDX
4 1 (2.27%) Web Services
Miscellaneous
1 10 (22.73%) Visualisation
2 6 (13.64%) Analytical Skills
3 3 (6.82%) Management Information System
4 2 (4.55%) Computer Science
5 1 (2.27%) Clustering
5 1 (2.27%) Mathematics
Operating Systems
1 15 (34.09%) Linux
2 10 (22.73%) Windows
Processes & Methodologies
1 32 (72.73%) Business Intelligence
2 25 (56.82%) Performance Tuning
3 19 (43.18%) Data Management
4 17 (38.64%) MapReduce
5 15 (34.09%) Open Source
6 13 (29.55%) Data Modelling
7 12 (27.27%) Data Analysis
8 10 (22.73%) Database Tuning
9 6 (13.64%) User Acceptance Testing
10 5 (11.36%) Agile Software Development
10 5 (11.36%) CRM
10 5 (11.36%) Dashboard Development
10 5 (11.36%) Data Visualisation
11 4 (9.09%) Master Data Management
12 3 (6.82%) Coaching
12 3 (6.82%) Data Mapping
12 3 (6.82%) Mentoring
12 3 (6.82%) Root Cause Analysis
12 3 (6.82%) SDLC
13 2 (4.55%) Complex ETL
Programming Languages
1 42 (95.45%) SQL
2 21 (47.73%) Java
3 17 (38.64%) Python
4 15 (34.09%) Shell Script
5 10 (22.73%) T-SQL
6 2 (4.55%) PL/SQL
6 2 (4.55%) R
7 1 (2.27%) C
Qualifications
1 17 (38.64%) Degree
Quality Assurance & Compliance
1 13 (29.55%) Data Quality
System Software
1 15 (34.09%) Apache Flume
1 15 (34.09%) HDFS
Systems Management
1 15 (34.09%) Hadoop YARN
1 15 (34.09%) Oozie
Vendors
1 15 (34.09%) Cloudera
1 15 (34.09%) Hortonworks
1 15 (34.09%) MapR
2 10 (22.73%) Zoomdata
3 8 (18.18%) IBM
4 6 (13.64%) Tableau
5 3 (6.82%) Microsoft
6 2 (4.55%) Cognos
6 2 (4.55%) Oracle
7 1 (2.27%) Informatica
7 1 (2.27%) SAP