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 4 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
4 Dec 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 63 59 71
Rank change year-on-year
-4 +12
Permanent jobs citing ETL 4 16 13
As % of all permanent IT jobs located in Warwickshire 0.71% 2.17% 1.53%
As % of the Processes & Methodologies category 0.81% 2.44% 1.68%
Number of salaries quoted 4 13 13
Median salary £40,000 £50,500 £27,500
Median salary % change year-on-year
-20.79% +83.63%
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
495 655 772
As % of all permanent IT jobs located in Warwickshire 87.92% 88.99% 90.61%
Number of salaries quoted 392 563 679
Median salary £40,000 £45,000 £41,500
Median salary % change year-on-year
-11.11% +8.43%
90% offered a salary of more than £29,000 £27,500 £27,500
10% offered a salary of more than £59,500 £57,500 £57,500
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 4 December 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
Leamington Spa - 1 £45,000 -
ETL
West Midlands

ETL
Top 30 Related IT Skills in Warwickshire

For the 6 months to 4 December 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 25 (100.00%) SQL
2 17 (68.00%) SQL Server
2 17 (68.00%) Business Intelligence
3 12 (48.00%) SQL Server Integration Services
4 11 (44.00%) Java
5 10 (40.00%) Finance
5 10 (40.00%) Hadoop
6 9 (36.00%) Data Management
6 9 (36.00%) SQL Server Reporting Services
7 8 (32.00%) Degree
7 8 (32.00%) IBM
7 8 (32.00%) Python
7 8 (32.00%) Apache Hive
7 8 (32.00%) MapReduce
8 7 (28.00%) Performance Tuning
8 7 (28.00%) BusinessObjects
8 7 (28.00%) Agile Software Development
9 6 (24.00%) User Acceptance Testing
9 6 (24.00%) CRM
9 6 (24.00%) XML
10 5 (20.00%) Linux
10 5 (20.00%) Apache
10 5 (20.00%) Data Modelling
10 5 (20.00%) Shell Script
10 5 (20.00%) Data Analysis
10 5 (20.00%) PostgreSQL
10 5 (20.00%) HDFS
10 5 (20.00%) Impala
10 5 (20.00%) Analytical Skills
10 5 (20.00%) Apache Spark

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 5 (20.00%) Apache
1 5 (20.00%) Apache Pig
1 5 (20.00%) Apache Spark
2 3 (12.00%) ArcGIS
3 1 (4.00%) WebSphere
Applications
1 1 (4.00%) MS Excel
Cloud Services
1 2 (8.00%) Microsoft Azure
Database & Business Intelligence
1 17 (68.00%) SQL Server
2 12 (48.00%) SQL Server Integration Services
3 10 (40.00%) Hadoop
4 9 (36.00%) SQL Server Reporting Services
5 8 (32.00%) Apache Hive
6 7 (28.00%) BusinessObjects
7 5 (20.00%) Apache Cassandra
7 5 (20.00%) Big Data
7 5 (20.00%) HBase
7 5 (20.00%) Impala
7 5 (20.00%) PostgreSQL
7 5 (20.00%) Sqoop
8 4 (16.00%) Data Warehouse
9 3 (12.00%) Crystal Reports
9 3 (12.00%) QlikView
9 3 (12.00%) Spatial Data
9 3 (12.00%) SQL Server Analysis Services
10 2 (8.00%) DataStage
10 2 (8.00%) IBM InfoSphere
11 1 (4.00%) SQL Server 2005
Development Applications
1 1 (4.00%) SoapUI
1 1 (4.00%) Team Foundation Server
General
1 10 (40.00%) Finance
2 2 (8.00%) Advertising
3 1 (4.00%) Marketing
Job Titles
1 14 (56.00%) Developer
2 10 (40.00%) Senior Developer
3 5 (20.00%) Administrator
3 5 (20.00%) Hadoop Administrator
4 4 (16.00%) Analyst
4 4 (16.00%) Business Intelligence Developer
5 3 (12.00%) Data Scientist
5 3 (12.00%) ETL Developer
6 2 (8.00%) Analyst Developer
6 2 (8.00%) Business Intelligence Analyst
6 2 (8.00%) Senior Analyst
6 2 (8.00%) Senior Business Intelligence Analyst
6 2 (8.00%) Senior Business Intelligence Developer
6 2 (8.00%) Senior ETL Developer
7 1 (4.00%) Business Intelligence Manager
7 1 (4.00%) Business Systems Analyst
7 1 (4.00%) Developer Analyst
7 1 (4.00%) Senior Analyst Developer
7 1 (4.00%) Systems Analyst
7 1 (4.00%) WebSphere Developer
Libraries, Frameworks & Software Standards
1 6 (24.00%) XML
2 5 (20.00%) LAPP Stack
3 3 (12.00%) Django
4 2 (8.00%) MDX
4 2 (8.00%) Web Services
5 1 (4.00%) .NET
5 1 (4.00%) IBM Integration Bus
Miscellaneous
1 5 (20.00%) Analytical Skills
2 4 (16.00%) Management Information System
3 3 (12.00%) Computer Science
4 2 (8.00%) Visualisation
5 1 (4.00%) Clustering
5 1 (4.00%) Data Integration
5 1 (4.00%) Mathematics
Operating Systems
1 5 (20.00%) Linux
2 2 (8.00%) Windows
Processes & Methodologies
1 17 (68.00%) Business Intelligence
2 9 (36.00%) Data Management
3 8 (32.00%) MapReduce
4 7 (28.00%) Agile Software Development
4 7 (28.00%) Performance Tuning
5 6 (24.00%) CRM
5 6 (24.00%) User Acceptance Testing
6 5 (20.00%) Data Analysis
6 5 (20.00%) Data Modelling
6 5 (20.00%) Open Source
7 4 (16.00%) Master Data Management
8 3 (12.00%) Coaching
8 3 (12.00%) Data Cleansing
8 3 (12.00%) Data Deduplication
8 3 (12.00%) Data Mapping
8 3 (12.00%) Machine Learning
8 3 (12.00%) Mentoring
8 3 (12.00%) Root Cause Analysis
8 3 (12.00%) Time Management
9 2 (8.00%) Database Tuning
Programming Languages
1 25 (100.00%) SQL
2 11 (44.00%) Java
3 8 (32.00%) Python
4 5 (20.00%) Shell Script
5 3 (12.00%) R
5 3 (12.00%) T-SQL
6 2 (8.00%) PL/SQL
7 1 (4.00%) C
Qualifications
1 8 (32.00%) Degree
Quality Assurance & Compliance
1 5 (20.00%) Data Quality
System Software
1 5 (20.00%) Apache Flume
1 5 (20.00%) HDFS
Systems Management
1 5 (20.00%) Hadoop YARN
1 5 (20.00%) Oozie
Vendors
1 8 (32.00%) IBM
2 5 (20.00%) Cloudera
2 5 (20.00%) Hortonworks
2 5 (20.00%) MapR
3 4 (16.00%) Microsoft
4 2 (8.00%) Cognos
4 2 (8.00%) Oracle
4 2 (8.00%) Tableau
4 2 (8.00%) Zoomdata
5 1 (4.00%) Google
5 1 (4.00%) Informatica