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

3 months to
10 Dec 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 77 46 85
Rank change year-on-year
-31 +39
Permanent jobs citing ETL 21 69 45
As % of all permanent IT jobs located in Cheshire 1.84% 4.92% 2.38%
As % of the Processes & Methodologies category 2.16% 5.85% 2.68%
Number of salaries quoted 20 65 41
Median salary £42,500 £37,500 £43,000
Median salary % change year-on-year
+13.33% -12.79%
90% offered a salary of more than £34,750 £32,500 £30,000
10% offered a salary of more than £46,441 £50,000 £55,000
UK excluding London median salary £45,000 £45,000 £45,000
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
973 1180 1680
As % of all permanent IT jobs located in Cheshire 85.35% 84.11% 88.70%
Number of salaries quoted 777 1041 1462
Median salary £38,500 £40,000 £41,250
Median salary % change year-on-year
-3.75% -3.03%
90% offered a salary of more than £27,500 £26,000 £26,000
10% offered a salary of more than £60,000 £65,000 £60,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 10 December 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 10 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
Warrington -14 7 £37,500 - 2
Chester +4 4 £37,500 +22.95% 1
Wilmslow -20 3 £40,000 -11.11% 1
Macclesfield -13 2 £43,750 +45.83%
ETL
North West

ETL
Top 30 Related IT Skills in Cheshire

For the 6 months to 10 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 Cheshire region with a requirement for ETL.

1 59 (75.64%) SQL
2 57 (73.08%) SQL Server
3 48 (61.54%) SQL Server Reporting Services
3 48 (61.54%) SQL Server Integration Services
4 42 (53.85%) Business Intelligence
5 39 (50.00%) Microsoft
6 33 (42.31%) MS Excel
6 33 (42.31%) T-SQL
7 30 (38.46%) Data Warehouse
8 28 (35.90%) Analytical Skills
9 27 (34.62%) Data Modelling
10 26 (33.33%) SQL Server 2008
11 19 (24.36%) SQL Server Analysis Services
11 19 (24.36%) SQL Server 2012
12 18 (23.08%) Finance
12 18 (23.08%) VBA
12 18 (23.08%) MySQL
13 17 (21.79%) Data Quality
14 16 (20.51%) Analytics
15 15 (19.23%) Performance Tuning
15 15 (19.23%) SharePoint
15 15 (19.23%) MS Office
15 15 (19.23%) Billing
16 14 (17.95%) Teradata
17 13 (16.67%) Talend Open Studio
17 13 (16.67%) Relational Database
17 13 (16.67%) Talend
18 12 (15.38%) Unit Testing
19 11 (14.10%) Data Integration
19 11 (14.10%) Web Development

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 15 (19.23%) SharePoint
Applications
1 33 (42.31%) MS Excel
2 15 (19.23%) MS Office
3 4 (5.13%) MS Visio
Business Applications
1 2 (2.56%) Dynamics CRM
1 2 (2.56%) Salesforce.com CRM
2 1 (1.28%) Cognos Business Intelligence
Cloud Services
1 11 (14.10%) Microsoft Azure
2 4 (5.13%) Amazon AWS
3 2 (2.56%) Cloud Computing
4 1 (1.28%) SaaS
Database & Business Intelligence
1 57 (73.08%) SQL Server
2 48 (61.54%) SQL Server Integration Services
2 48 (61.54%) SQL Server Reporting Services
3 30 (38.46%) Data Warehouse
4 26 (33.33%) SQL Server 2008
5 19 (24.36%) SQL Server 2012
5 19 (24.36%) SQL Server Analysis Services
6 18 (23.08%) MySQL
7 13 (16.67%) Relational Database
8 8 (10.26%) Big Data
8 8 (10.26%) Data Mining
9 7 (8.97%) Power BI
9 7 (8.97%) SQL Server 2014
10 5 (6.41%) BusinessObjects
10 5 (6.41%) Crystal Reports
10 5 (6.41%) MS Access
11 4 (5.13%) JasperReports
11 4 (5.13%) Snowflake Schema
11 4 (5.13%) Star Schema
12 3 (3.85%) SQL Server 2005
Development Applications
1 13 (16.67%) Talend Open Studio
2 4 (5.13%) Eclipse
2 4 (5.13%) Visual Studio
3 3 (3.85%) Team Foundation Server
General
1 18 (23.08%) Finance
2 15 (19.23%) Billing
3 7 (8.97%) Banking
4 6 (7.69%) Retail
5 4 (5.13%) Retail Banking
6 2 (2.56%) Advertising
7 1 (1.28%) Investment Banking
7 1 (1.28%) Legal
7 1 (1.28%) Manufacturing
Job Titles
1 33 (42.31%) Developer
2 22 (28.21%) DBA
2 22 (28.21%) SQL DBA
3 14 (17.95%) Analyst
4 11 (14.10%) SQL Developer
5 8 (10.26%) Business Intelligence Developer
5 8 (10.26%) Database Developer
6 7 (8.97%) Business Intelligence Analyst
6 7 (8.97%) Data Warehouse Developer
6 7 (8.97%) SSIS Developer
7 6 (7.69%) Ab Initio Developer
7 6 (7.69%) Designer
7 6 (7.69%) SSRS Developer
8 5 (6.41%) Data Analyst
8 5 (6.41%) SQL Analyst
8 5 (6.41%) SQL Server Developer
9 4 (5.13%) Business Data Analyst
9 4 (5.13%) SQL Support Analyst
9 4 (5.13%) Support Analyst
10 3 (3.85%) Architect
Libraries, Frameworks & Software Standards
1 8 (10.26%) .NET
2 3 (3.85%) XML
Miscellaneous
1 28 (35.90%) Analytical Skills
2 11 (14.10%) Data Integration
3 5 (6.41%) Replication
4 4 (5.13%) Clustering
4 4 (5.13%) iPad
4 4 (5.13%) Management Information System
4 4 (5.13%) Reference Data
5 1 (1.28%) Computer Science
Processes & Methodologies
1 42 (53.85%) Business Intelligence
2 27 (34.62%) Data Modelling
3 16 (20.51%) Analytics
4 15 (19.23%) Performance Tuning
5 12 (15.38%) Unit Testing
6 11 (14.10%) Web Development
7 10 (12.82%) Data Management
8 9 (11.54%) High Availability
9 8 (10.26%) Kimball Methodology
10 7 (8.97%) Agile Software Development
11 6 (7.69%) Data Lineage
11 6 (7.69%) Statistical Analysis
12 5 (6.41%) Database Mirroring
12 5 (6.41%) Operational Acceptance Testing
12 5 (6.41%) Root Cause Analysis
12 5 (6.41%) SDLC
12 5 (6.41%) Stakeholder Management
13 4 (5.13%) Data Analysis
13 4 (5.13%) Data Mapping
14 3 (3.85%) Information Management
Programming Languages
1 59 (75.64%) SQL
2 33 (42.31%) T-SQL
3 18 (23.08%) VBA
4 5 (6.41%) PowerShell
4 5 (6.41%) VB
5 3 (3.85%) PHP
6 1 (1.28%) C#
6 1 (1.28%) Java
6 1 (1.28%) VB.NET
Qualifications
1 1 (1.28%) MBA
1 1 (1.28%) PMI Certification
1 1 (1.28%) PMP
1 1 (1.28%) PRINCE2 Certification
Quality Assurance & Compliance
1 17 (21.79%) Data Quality
2 1 (1.28%) QA
Systems Management
1 6 (7.69%) Control-M
Vendors
1 39 (50.00%) Microsoft
2 14 (17.95%) Teradata
3 13 (16.67%) Talend
4 11 (14.10%) HP
5 10 (12.82%) Ab Initio
6 7 (8.97%) Tableau
7 6 (7.69%) Cognos
8 5 (6.41%) Hyperion
8 5 (6.41%) Informatica
8 5 (6.41%) Netezza
8 5 (6.41%) SAP
9 4 (5.13%) GoldenSource
10 2 (2.56%) Google
10 2 (2.56%) Oracle
10 2 (2.56%) Salesforce.com
11 1 (1.28%) Cloudera
11 1 (1.28%) Cognizant
Chester, Cheshire
Oscar
Salary: £40000 - £60000 per annum + Benefits
Posted: Yesterday
Warrington, Cheshire
Actis Recruitment.
Salary: From £30,000 to £35,000 per annum + bonus + bens
Posted: 4 days ago
Warrington
Robert Walters UK
Salary: £35000 - £40000 per annum
Posted: 23 days ago
Wilmslow, Cheshire
Resource Management
Salary: £47530 - £71296 per annum
Posted: 10 days ago