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

3 months to
29 Jul 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 52 59 82
Rank change year-on-year
+7 +23
Permanent jobs citing ETL 39 68 43
As % of all permanent IT jobs located in Cheshire 3.83% 3.97% 2.41%
As % of the Processes & Methodologies category 4.53% 4.43% 2.80%
Number of salaries quoted 34 58 41
Median salary £38,000 £40,000 £39,000
Median salary % change year-on-year
-5.00% +2.56%
90% offered a salary of more than £29,000 £32,850 £32,750
10% offered a salary of more than £58,550 £52,500 £42,500
UK excluding London median salary £45,000 £46,500 £45,000
% change year-on-year
-3.22% +3.33%
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
860 1535 1536
As % of all permanent IT jobs located in Cheshire 84.48% 89.50% 86.24%
Number of salaries quoted 745 1200 1199
Median salary £38,000 £40,000 £40,000
Median salary % change year-on-year
-5.00% -
90% offered a salary of more than £25,000 £27,500 £27,500
10% offered a salary of more than £57,500 £57,500 £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 29 July 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 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
Warrington +14 19 £38,000 -3.79% 1
Knutsford +19 8 £32,500 -27.77% 5
Chester +8 6 £27,750 -30.62% 3
Wilmslow - 1 £40,000 -
ETL
North West

ETL
Top 30 Related IT Skills in Cheshire

For the 6 months to 29 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 Cheshire region with a requirement for ETL.

1 53 (77.94%) SQL
2 41 (60.29%) SQL Server Integration Services
3 39 (57.35%) SQL Server
4 36 (52.94%) Business Intelligence
5 32 (47.06%) SQL Server Reporting Services
6 30 (44.12%) T-SQL
7 25 (36.76%) Finance
7 25 (36.76%) Analytical Skills
8 19 (27.94%) SQL Server 2008
8 19 (27.94%) MS Excel
9 18 (26.47%) Data Modelling
9 18 (26.47%) Microsoft
9 18 (26.47%) SQL Server Analysis Services
10 17 (25.00%) SQL Server 2012
10 17 (25.00%) Analytics
11 15 (22.06%) Data Warehouse
12 14 (20.59%) MySQL
12 14 (20.59%) Performance Tuning
13 13 (19.12%) Banking
14 12 (17.65%) Replication
14 12 (17.65%) VBA
14 12 (17.65%) SharePoint
15 11 (16.18%) MS Office
15 11 (16.18%) Agile Software Development
15 11 (16.18%) Billing
16 10 (14.71%) Tableau
16 10 (14.71%) Data Quality
16 10 (14.71%) Information Management
16 10 (14.71%) Informatica
16 10 (14.71%) BusinessObjects

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 12 (17.65%) SharePoint
Applications
1 19 (27.94%) MS Excel
2 11 (16.18%) MS Office
3 2 (2.94%) MS Visio
Business Applications
1 5 (7.35%) SAP FI
2 2 (2.94%) Dynamics CRM
2 2 (2.94%) Salesforce.com CRM
Cloud Services
1 1 (1.47%) Amazon AWS
1 1 (1.47%) Amazon Kinesis
1 1 (1.47%) Amazon S3
1 1 (1.47%) AWS Elastic Beanstalk
Database & Business Intelligence
1 41 (60.29%) SQL Server Integration Services
2 39 (57.35%) SQL Server
3 32 (47.06%) SQL Server Reporting Services
4 19 (27.94%) SQL Server 2008
5 18 (26.47%) SQL Server Analysis Services
6 17 (25.00%) SQL Server 2012
7 15 (22.06%) Data Warehouse
8 14 (20.59%) MySQL
9 10 (14.71%) BusinessObjects
10 9 (13.24%) MS Access
11 7 (10.29%) Relational Database
12 5 (7.35%) Big Data
12 5 (7.35%) Spotfire
13 4 (5.88%) Data Mining
13 4 (5.88%) JasperReports
13 4 (5.88%) Power BI
14 3 (4.41%) SQL Server 2014
15 2 (2.94%) MongoDB
15 2 (2.94%) OLAP
15 2 (2.94%) Star Schema
Development Applications
1 9 (13.24%) Talend Open Studio
2 7 (10.29%) Team Foundation Server
3 6 (8.82%) ERwin
4 4 (5.88%) Eclipse
5 1 (1.47%) Visual Studio
General
1 25 (36.76%) Finance
2 13 (19.12%) Banking
3 11 (16.18%) Billing
4 5 (7.35%) Advertising
4 5 (7.35%) Pharmaceutical
5 2 (2.94%) Retail
5 2 (2.94%) Retail Banking
6 1 (1.47%) Corporate Banking
6 1 (1.47%) Investment Banking
6 1 (1.47%) Legal
Job Titles
1 28 (41.18%) Developer
2 16 (23.53%) DBA
3 15 (22.06%) SQL DBA
4 14 (20.59%) SQL Developer
5 12 (17.65%) Analyst
6 11 (16.18%) Business Intelligence Developer
6 11 (16.18%) SSIS Developer
7 10 (14.71%) Data Analyst
8 9 (13.24%) Business Intelligence Analyst
9 8 (11.76%) Senior Developer
9 8 (11.76%) Senior SQL Developer
10 7 (10.29%) Business Intelligence Data Analyst
10 7 (10.29%) Database Developer
11 5 (7.35%) Designer
11 5 (7.35%) Senior Database Developer
11 5 (7.35%) SQL Database Developer
11 5 (7.35%) SSRS Developer
12 4 (5.88%) Ab Initio Developer
12 4 (5.88%) ETL Developer
12 4 (5.88%) SQL BI Developer
Libraries, Frameworks & Software Standards
1 6 (8.82%) .NET
2 2 (2.94%) MDX
3 1 (1.47%) XML
Miscellaneous
1 25 (36.76%) Analytical Skills
2 12 (17.65%) Replication
3 7 (10.29%) Data Integration
4 4 (5.88%) Clustering
4 4 (5.88%) iPad
5 3 (4.41%) Management Information System
6 2 (2.94%) N-Tier
6 2 (2.94%) Reference Data
7 1 (1.47%) Computer Science
7 1 (1.47%) Data Extraction
Processes & Methodologies
1 36 (52.94%) Business Intelligence
2 18 (26.47%) Data Modelling
3 17 (25.00%) Analytics
4 14 (20.59%) Performance Tuning
5 11 (16.18%) Agile Software Development
6 10 (14.71%) Information Management
6 10 (14.71%) Stakeholder Management
7 7 (10.29%) Data Management
7 7 (10.29%) TDD
8 6 (8.82%) Root Cause Analysis
9 5 (7.35%) Disaster Recovery
9 5 (7.35%) ETL Development
9 5 (7.35%) Information Architecture
9 5 (7.35%) Stakeholder Engagement
10 4 (5.88%) Data Lineage
10 4 (5.88%) Database Tuning
10 4 (5.88%) High Availability
10 4 (5.88%) Kimball Methodology
10 4 (5.88%) Unit Testing
11 3 (4.41%) Data Analysis
Programming Languages
1 53 (77.94%) SQL
2 30 (44.12%) T-SQL
3 12 (17.65%) VBA
4 3 (4.41%) Java
5 2 (2.94%) R
6 1 (1.47%) PL/SQL
Qualifications
1 1 (1.47%) Degree
1 1 (1.47%) PMI Certification
1 1 (1.47%) PMP
1 1 (1.47%) PRINCE2 Certification
Quality Assurance & Compliance
1 10 (14.71%) Data Quality
2 4 (5.88%) QA
System Software
1 1 (1.47%) Docker
Systems Management
1 4 (5.88%) Control-M
Vendors
1 18 (26.47%) Microsoft
2 10 (14.71%) Informatica
2 10 (14.71%) Tableau
3 9 (13.24%) SAP
3 9 (13.24%) Talend
4 7 (10.29%) Ab Initio
5 6 (8.82%) Oracle
6 5 (7.35%) Vertica
7 4 (5.88%) Google
8 3 (4.41%) Cognizant
8 3 (4.41%) Teradata
9 2 (2.94%) GoldenSource
9 2 (2.94%) HP
9 2 (2.94%) Netezza
9 2 (2.94%) Salesforce.com
10 1 (1.47%) Cognos
10 1 (1.47%) MicroStrategy
Cheshire
Rullion IT Plus
Salary: £45000 - £50000 per annum + Pension + Bonus + Holidays
Posted: 4 days ago
Chester, Cheshire
Opus IT Consulting
Salary: £0.00 per annum
Posted: 3 days ago
Warrington, Cheshire
Harvey Nash plc
Posted: 4 days ago
Chester, Cheshire
Oscar
Salary: £40000 - £60000 per annum
Posted: 2 days ago
Knutsford
Applause IT Ltd
Salary: £35000 per annum + Benefits
Posted: 16 days ago
Knutsford
Adria Solutions Ltd
Salary: £30000 - £35000 per annum + Fantastic Benefits
Posted: 17 days ago
Cheshire
Lawrence Harvey
Salary: £50000.00 - £68000.00 per annum + benefits
Posted: 22 days ago
Cheshire
Lawrence Harvey
Salary: £50000.00 - £65000.00 per annum + benefits
Posted: 22 days ago
Knutsford, Cheshire
Cognizant
Posted: 23 days ago