The table below looks at the statistics for ETL skills in IT jobs advertised for the Cheshire 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 59 60 89
Rank change year-on-year
+1 +29
Permanent jobs citing ETL 32 58 41
As % of all permanent IT jobs located in Cheshire 2.96% 3.60% 2.34%
As % of the Processes & Methodologies category 3.62% 4.00% 2.77%
Number of salaries quoted 29 39 35
Median salary £40,000 £42,500 £40,000
Median salary % change year-on-year
-5.88% +6.25%
90% offered a salary of more than £26,000 £32,500 £30,000
10% offered a salary of more than £60,000 £50,000 £42,500
UK excluding London median salary £45,000 £45,000 £44,500
% change year-on-year
- +1.12%
ETL
North West

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

Processes & Methodologies Category
Cheshire
Permanent IT job ads with a match in the
Processes & Methodologies category
884 1449 1480
As % of all permanent IT jobs located in Cheshire 81.85% 89.94% 84.43%
Number of salaries quoted 748 1103 1099
Median salary £38,000 £40,000 £37,500
Median salary % change year-on-year
-5.00% +6.66%
90% offered a salary of more than £25,000 £28,500 £26,100
10% offered a salary of more than £55,000 £55,000 £55,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

ETL
Jobs Demand Trend in Cheshire

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

ETL Jobs Demand Trend in Cheshire

ETL
Salary Trend in Cheshire

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

ETL Salary Trend in Cheshire

ETL
Salary Histogram in Cheshire

This chart provides a salary histogram for IT jobs citing ETL across the Cheshire region over the 3 months to 24 May 2016.

ETL Salary Histogram in Cheshire

ETL
Job Locations in Cheshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the Cheshire 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
Warrington -3 11 £40,000 -5.88%
Chester -11 6 £25,250 -36.87% 4
Wilmslow - 3 £40,000 -
Knutsford +7 1 - -
Macclesfield +6 1 - -
ETL
North West

ETL
Top 30 Related IT Skills in Cheshire

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 Cheshire region with a requirement for ETL.

1 55 (76.39%) SQL
2 46 (63.89%) SQL Server Integration Services
3 43 (59.72%) Business Intelligence
4 40 (55.56%) SQL Server
5 39 (54.17%) SQL Server Reporting Services
6 37 (51.39%) Finance
7 28 (38.89%) T-SQL
8 27 (37.50%) SQL Server Analysis Services
9 24 (33.33%) Data Warehouse
10 21 (29.17%) Oracle
11 19 (26.39%) Agile Software Development
11 19 (26.39%) Team Foundation Server
11 19 (26.39%) Analytics
12 18 (25.00%) Information Management
13 17 (23.61%) Informatica
14 16 (22.22%) Replication
14 16 (22.22%) SQL Server 2008
15 15 (20.83%) SQL Server 2012
15 15 (20.83%) Performance Tuning
15 15 (20.83%) SAP
16 14 (19.44%) BusinessObjects
16 14 (19.44%) Pharmaceutical
16 14 (19.44%) Banking
16 14 (19.44%) Spotfire
16 14 (19.44%) Information Architecture
17 13 (18.06%) Analytical Skills
17 13 (18.06%) TDD
17 13 (18.06%) ERwin
18 11 (15.28%) SAP FI
18 11 (15.28%) Stakeholder Engagement

ETL
Top Related IT Skills in Cheshire 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 6 (8.33%) BizTalk Server
2 5 (6.94%) SharePoint
3 2 (2.78%) SAS
4 1 (1.39%) CMS
4 1 (1.39%) Mule
Applications
1 10 (13.89%) MS Excel
2 2 (2.78%) MS Office
2 2 (2.78%) SPSS
Business Applications
1 11 (15.28%) SAP FI
2 2 (2.78%) Oracle BPM
2 2 (2.78%) SAP MDM
Cloud Services
1 1 (1.39%) Amazon AWS
1 1 (1.39%) Amazon Kinesis
1 1 (1.39%) Amazon S3
1 1 (1.39%) AWS Elastic Beanstalk
Database & Business Intelligence
1 46 (63.89%) SQL Server Integration Services
2 40 (55.56%) SQL Server
3 39 (54.17%) SQL Server Reporting Services
4 27 (37.50%) SQL Server Analysis Services
5 24 (33.33%) Data Warehouse
6 16 (22.22%) SQL Server 2008
7 15 (20.83%) SQL Server 2012
8 14 (19.44%) BusinessObjects
8 14 (19.44%) Spotfire
9 9 (12.50%) MySQL
10 8 (11.11%) SQL Server 2014
11 6 (8.33%) Big Data
11 6 (8.33%) Data Mining
11 6 (8.33%) Relational Database
12 4 (5.56%) Hadoop
13 3 (4.17%) Amazon Redshift
13 3 (4.17%) Oracle Database 11g
13 3 (4.17%) Oracle Database 12c
13 3 (4.17%) Oracle ODI
13 3 (4.17%) QlikView
Development Applications
1 19 (26.39%) Team Foundation Server
2 13 (18.06%) ERwin
3 6 (8.33%) MSTest
4 5 (6.94%) HP UFT
4 5 (6.94%) Talend Open Studio
5 2 (2.78%) Oracle APEX
General
1 37 (51.39%) Finance
2 14 (19.44%) Banking
2 14 (19.44%) Pharmaceutical
3 3 (4.17%) Advertising
4 2 (2.78%) Billing
5 1 (1.39%) Corporate Banking
Job Titles
1 26 (36.11%) Developer
2 15 (20.83%) DBA
3 14 (19.44%) Analyst
3 14 (19.44%) SQL DBA
3 14 (19.44%) SQL Developer
3 14 (19.44%) SSIS Developer
4 11 (15.28%) Database Developer
5 10 (13.89%) ETL Developer
5 10 (13.89%) Senior Developer
6 9 (12.50%) Architect
6 9 (12.50%) Information Architect
7 8 (11.11%) Business Intelligence Developer
7 8 (11.11%) Senior SQL Developer
8 6 (8.33%) Business Intelligence Analyst
8 6 (8.33%) Data Analyst
8 6 (8.33%) ETL Analyst
8 6 (8.33%) Senior DBA
8 6 (8.33%) Senior SQL DBA
8 6 (8.33%) Senior Test Analyst
8 6 (8.33%) SQL Analyst
Libraries, Frameworks & Software Standards
1 9 (12.50%) .NET
2 7 (9.72%) XML
3 6 (8.33%) Web Services
4 2 (2.78%) MDX
5 1 (1.39%) .NET Framework
5 1 (1.39%) Apache Flex
5 1 (1.39%) ASP.NET
5 1 (1.39%) CSS
5 1 (1.39%) Entity Framework
5 1 (1.39%) HTML
5 1 (1.39%) JSON
5 1 (1.39%) REST
5 1 (1.39%) RESTful
5 1 (1.39%) WCF
5 1 (1.39%) WSDL
Miscellaneous
1 16 (22.22%) Replication
2 13 (18.06%) Analytical Skills
3 6 (8.33%) Clustering
3 6 (8.33%) N-Tier
4 2 (2.78%) Data Integration
4 2 (2.78%) Management Information System
4 2 (2.78%) Mathematics
5 1 (1.39%) Computer Science
5 1 (1.39%) Data Extraction
5 1 (1.39%) Visualisation
Operating Systems
1 5 (6.94%) Windows
Processes & Methodologies
1 43 (59.72%) Business Intelligence
2 19 (26.39%) Agile Software Development
2 19 (26.39%) Analytics
3 18 (25.00%) Information Management
4 15 (20.83%) Performance Tuning
5 14 (19.44%) Information Architecture
6 13 (18.06%) TDD
7 11 (15.28%) Stakeholder Engagement
8 9 (12.50%) ETL Development
9 8 (11.11%) Data Modelling
9 8 (11.11%) Disaster Recovery
10 7 (9.72%) Database Tuning
10 7 (9.72%) Performance Testing
10 7 (9.72%) Validation
11 6 (8.33%) Defect Management
11 6 (8.33%) High Availability
11 6 (8.33%) Software Testing
11 6 (8.33%) Waterfall
12 5 (6.94%) Capacity Planning
12 5 (6.94%) Database Mirroring
Programming Languages
1 55 (76.39%) SQL
2 28 (38.89%) T-SQL
3 4 (5.56%) Java
4 2 (2.78%) R
4 2 (2.78%) VBA
5 1 (1.39%) C#
5 1 (1.39%) JavaScript
5 1 (1.39%) PL/SQL
Qualifications
1 5 (6.94%) ISEB
2 3 (4.17%) Degree
Quality Assurance & Compliance
1 5 (6.94%) Data Quality
2 2 (2.78%) QA
System Software
1 1 (1.39%) Docker
Systems Management
1 6 (8.33%) HP Quality Center
Vendors
1 21 (29.17%) Oracle
2 17 (23.61%) Informatica
3 15 (20.83%) SAP
4 6 (8.33%) Tableau
5 5 (6.94%) Talend
6 4 (5.56%) Microsoft
7 3 (4.17%) Ab Initio
7 3 (4.17%) Google
7 3 (4.17%) Hyperion
7 3 (4.17%) Vertica
8 2 (2.78%) Cognizant
8 2 (2.78%) IBM
8 2 (2.78%) MicroStrategy
9 1 (1.39%) Cognos
9 1 (1.39%) Teradata