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 29 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Jun 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 57 56 81
Rank change year-on-year
-1 +25
Permanent jobs citing ETL 27 63 45
As % of all permanent IT jobs located in Cheshire 2.84% 3.63% 2.59%
As % of the Processes & Methodologies category 3.44% 4.03% 3.05%
Number of salaries quoted 25 50 42
Median salary £38,000 £41,250 £39,500
Median salary % change year-on-year
-7.87% +4.43%
90% offered a salary of more than £25,000 £32,500 £37,500
10% offered a salary of more than £52,500 £52,500 £42,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year
- +2.27%
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
785 1565 1475
As % of all permanent IT jobs located in Cheshire 82.54% 90.15% 84.77%
Number of salaries quoted 688 1242 1128
Median salary £37,500 £40,000 £39,000
Median salary % change year-on-year
-6.25% +2.56%
90% offered a salary of more than £25,000 £29,000 £26,000
10% offered a salary of more than £57,500 £55,000 £57,500
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

ETL
Jobs Demand Trend in 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 29 June 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 29 June 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 +12 15 £39,000 -2.50%
Chester +1 7 £26,500 -31.61% 2
Knutsford +11 1 £75,000 +66.66% 2
Wilmslow - 1 £40,000 -
ETL
North West

ETL
Top 30 Related IT Skills in Cheshire

For the 6 months to 29 June 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 50 (79.37%) SQL
2 40 (63.49%) SQL Server Integration Services
3 36 (57.14%) SQL Server
4 35 (55.56%) Business Intelligence
5 33 (52.38%) SQL Server Reporting Services
6 29 (46.03%) Finance
7 28 (44.44%) T-SQL
8 21 (33.33%) SQL Server Analysis Services
9 20 (31.75%) SQL Server 2008
10 19 (30.16%) SQL Server 2012
10 19 (30.16%) Analytical Skills
11 17 (26.98%) Data Warehouse
11 17 (26.98%) Analytics
12 13 (20.63%) Performance Tuning
12 13 (20.63%) Agile Software Development
12 13 (20.63%) Information Management
12 13 (20.63%) MySQL
12 13 (20.63%) Oracle
12 13 (20.63%) Replication
12 13 (20.63%) Informatica
13 12 (19.05%) Banking
14 11 (17.46%) Team Foundation Server
14 11 (17.46%) Data Modelling
14 11 (17.46%) MS Excel
15 10 (15.87%) BusinessObjects
15 10 (15.87%) SAP
15 10 (15.87%) ERwin
15 10 (15.87%) TDD
16 9 (14.29%) Spotfire
16 9 (14.29%) SAP FI

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 8 (12.70%) SharePoint
2 1 (1.59%) BizTalk Server
Applications
1 11 (17.46%) MS Excel
2 7 (11.11%) MS Office
Business Applications
1 9 (14.29%) SAP FI
Cloud Services
1 1 (1.59%) Amazon AWS
1 1 (1.59%) Amazon Kinesis
1 1 (1.59%) Amazon S3
1 1 (1.59%) AWS Elastic Beanstalk
Database & Business Intelligence
1 40 (63.49%) SQL Server Integration Services
2 36 (57.14%) SQL Server
3 33 (52.38%) SQL Server Reporting Services
4 21 (33.33%) SQL Server Analysis Services
5 20 (31.75%) SQL Server 2008
6 19 (30.16%) SQL Server 2012
7 17 (26.98%) Data Warehouse
8 13 (20.63%) MySQL
9 10 (15.87%) BusinessObjects
10 9 (14.29%) Spotfire
11 7 (11.11%) MS Access
11 7 (11.11%) SQL Server 2014
12 6 (9.52%) Data Mining
13 5 (7.94%) Big Data
13 5 (7.94%) Relational Database
14 3 (4.76%) QlikView
15 2 (3.17%) Hadoop
15 2 (3.17%) OLAP
15 2 (3.17%) Oracle Database 11g
15 2 (3.17%) Oracle Database 12c
Development Applications
1 11 (17.46%) Team Foundation Server
2 10 (15.87%) ERwin
3 7 (11.11%) Talend Open Studio
4 1 (1.59%) HP UFT
4 1 (1.59%) MSTest
General
1 29 (46.03%) Finance
2 12 (19.05%) Banking
3 9 (14.29%) Pharmaceutical
4 7 (11.11%) Billing
5 4 (6.35%) Advertising
6 1 (1.59%) Corporate Banking
6 1 (1.59%) Investment Banking
6 1 (1.59%) Legal
Job Titles
1 21 (33.33%) Developer
2 18 (28.57%) DBA
3 17 (26.98%) SQL DBA
4 13 (20.63%) SQL Developer
5 12 (19.05%) Analyst
6 11 (17.46%) SSIS Developer
7 10 (15.87%) Database Developer
8 9 (14.29%) Business Intelligence Analyst
8 9 (14.29%) Data Analyst
8 9 (14.29%) Senior Developer
9 8 (12.70%) Senior SQL Developer
10 7 (11.11%) Business Intelligence Data Analyst
10 7 (11.11%) ETL Developer
11 6 (9.52%) Architect
11 6 (9.52%) Business Intelligence Developer
11 6 (9.52%) Information Architect
12 5 (7.94%) Senior Database Developer
12 5 (7.94%) Senior DBA
12 5 (7.94%) Senior SQL DBA
12 5 (7.94%) SQL Database Developer
Libraries, Frameworks & Software Standards
1 4 (6.35%) .NET
2 2 (3.17%) MDX
2 2 (3.17%) XML
3 1 (1.59%) Web Services
Miscellaneous
1 19 (30.16%) Analytical Skills
2 13 (20.63%) Replication
3 5 (7.94%) Clustering
3 5 (7.94%) N-Tier
4 2 (3.17%) Data Integration
5 1 (1.59%) Computer Science
5 1 (1.59%) Data Extraction
5 1 (1.59%) Management Information System
5 1 (1.59%) Mathematics
Operating Systems
1 1 (1.59%) Windows
Processes & Methodologies
1 35 (55.56%) Business Intelligence
2 17 (26.98%) Analytics
3 13 (20.63%) Agile Software Development
3 13 (20.63%) Information Management
3 13 (20.63%) Performance Tuning
4 11 (17.46%) Data Modelling
5 10 (15.87%) TDD
6 9 (14.29%) Information Architecture
6 9 (14.29%) Stakeholder Engagement
6 9 (14.29%) Stakeholder Management
7 8 (12.70%) ETL Development
8 6 (9.52%) Database Tuning
9 5 (7.94%) Disaster Recovery
9 5 (7.94%) High Availability
9 5 (7.94%) Waterfall
10 4 (6.35%) Capacity Planning
10 4 (6.35%) Database Mirroring
11 3 (4.76%) Continuous Improvement
11 3 (4.76%) Data Stewardship
11 3 (4.76%) Root Cause Analysis
Programming Languages
1 50 (79.37%) SQL
2 28 (44.44%) T-SQL
3 7 (11.11%) VBA
4 4 (6.35%) Java
5 2 (3.17%) R
6 1 (1.59%) PL/SQL
Qualifications
1 2 (3.17%) Degree
2 1 (1.59%) ISEB
2 1 (1.59%) PMI Certification
2 1 (1.59%) PMP
2 1 (1.59%) PRINCE2 Certification
Quality Assurance & Compliance
1 4 (6.35%) Data Quality
1 4 (6.35%) QA
System Software
1 1 (1.59%) Docker
Systems Management
1 1 (1.59%) HP Quality Center
Vendors
1 13 (20.63%) Informatica
1 13 (20.63%) Oracle
2 10 (15.87%) SAP
3 9 (14.29%) Microsoft
4 7 (11.11%) Tableau
4 7 (11.11%) Talend
5 5 (7.94%) Vertica
6 4 (6.35%) Google
7 2 (3.17%) Ab Initio
7 2 (3.17%) Cognizant
7 2 (3.17%) MicroStrategy
8 1 (1.59%) Cognos
8 1 (1.59%) Teradata
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