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 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Feb 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
North West / Cheshire
Rank 57 62 69
Rank change year-on-year
+5 +7
Permanent jobs citing ETL 31 40 58
As % of all permanent IT jobs located in Cheshire 3.05% 3.08% 3.11%
As % of the Processes & Methodologies category 3.49% 3.63% 3.48%
Number of salaries quoted 27 40 48
Median salary £40,000 £45,000 £42,000
Median salary % change year-on-year
-11.11% +7.14%
90% offered a salary of more than £35,000 £37,500 £30,000
10% offered a salary of more than £52,265 £60,000 £58,250
UK excluding London median salary £45,000 £45,000 £44,500
% change year-on-year
- +1.12%

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
888 1103 1669
As % of all permanent IT jobs located in Cheshire 87.40% 84.85% 89.59%
Number of salaries quoted 696 956 1337
Median salary £41,500 £40,000 £40,000
Median salary % change year-on-year
+3.75% -
90% offered a salary of more than £30,000 £26,000 £27,500
10% offered a salary of more than £62,500 £60,000 £54,000
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 24 February 2017.

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 February 2017. 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 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
Wilmslow -4 7 £40,000 -11.11%
Warrington +1 6 £37,500 - 1
Chester - 6 £39,500 - 4
Macclesfield - 4 £45,000 - 1
ETL
North West

ETL
Top 30 Related IT Skills in Cheshire

For the 6 months to 24 February 2017, 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 37 (80.43%) Business Intelligence
2 32 (69.57%) SQL Server
3 31 (67.39%) SQL
4 29 (63.04%) SQL Server Reporting Services
4 29 (63.04%) SQL Server Integration Services
5 26 (56.52%) Microsoft
6 21 (45.65%) MS Excel
7 20 (43.48%) T-SQL
8 19 (41.30%) Data Warehouse
9 14 (30.43%) Finance
10 13 (28.26%) SQL Server 2012
11 12 (26.09%) SQL Server Analysis Services
12 11 (23.91%) Analytical Skills
12 11 (23.91%) Microsoft Azure
12 11 (23.91%) Data Modelling
13 10 (21.74%) MySQL
13 10 (21.74%) Tableau
13 10 (21.74%) Talend
13 10 (21.74%) Relational Database
13 10 (21.74%) Talend Open Studio
14 9 (19.57%) SQL Server 2008
14 9 (19.57%) Analytics
14 9 (19.57%) VBA
15 8 (17.39%) .NET
16 7 (15.22%) Oracle
16 7 (15.22%) Performance Tuning
16 7 (15.22%) Big Data
16 7 (15.22%) Team Foundation Server
17 6 (13.04%) Data Integration
17 6 (13.04%) Integration Testing

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 5 (10.87%) SharePoint
Applications
1 21 (45.65%) MS Excel
2 5 (10.87%) MS Office
3 1 (2.17%) SPSS
Business Applications
1 2 (4.35%) Dynamics NAV
2 1 (2.17%) Cognos Business Intelligence
Cloud Services
1 11 (23.91%) Microsoft Azure
2 6 (13.04%) Amazon AWS
3 3 (6.52%) Cloud Computing
4 1 (2.17%) SaaS
Database & Business Intelligence
1 32 (69.57%) SQL Server
2 29 (63.04%) SQL Server Integration Services
2 29 (63.04%) SQL Server Reporting Services
3 19 (41.30%) Data Warehouse
4 13 (28.26%) SQL Server 2012
5 12 (26.09%) SQL Server Analysis Services
6 10 (21.74%) MySQL
6 10 (21.74%) Relational Database
7 9 (19.57%) SQL Server 2008
8 7 (15.22%) Big Data
9 6 (13.04%) Data Mining
9 6 (13.04%) SQL Server 2014
10 5 (10.87%) SQL Server 2005
11 2 (4.35%) Azure SQL Database
11 2 (4.35%) Power BI
12 1 (2.17%) Hadoop
12 1 (2.17%) MS Access
12 1 (2.17%) QlikView
12 1 (2.17%) Snowflake Schema
12 1 (2.17%) Star Schema
Development Applications
1 10 (21.74%) Talend Open Studio
2 7 (15.22%) Team Foundation Server
3 1 (2.17%) Visual Studio
General
1 14 (30.43%) Finance
2 5 (10.87%) Billing
3 2 (4.35%) Games
3 2 (4.35%) Retail
4 1 (2.17%) Manufacturing
4 1 (2.17%) Marketing
Job Titles
1 14 (30.43%) Developer
2 13 (28.26%) DBA
2 13 (28.26%) SQL DBA
3 9 (19.57%) Analyst
4 8 (17.39%) Business Intelligence Analyst
5 7 (15.22%) Business Intelligence Developer
5 7 (15.22%) SQL Developer
6 6 (13.04%) SQL BI Developer
6 6 (13.04%) SQL Server BI Developer
6 6 (13.04%) SQL Server Developer
6 6 (13.04%) SSIS Developer
7 5 (10.87%) Administrator
7 5 (10.87%) Database Developer
7 5 (10.87%) SSRS Developer
8 3 (6.52%) Database Manager
8 3 (6.52%) SQL Analyst
8 3 (6.52%) Tester
9 2 (4.35%) E-Commerce Tester
9 2 (4.35%) Senior SQL DBA
9 2 (4.35%) SQL Server Analyst
Libraries, Frameworks & Software Standards
1 8 (17.39%) .NET
2 5 (10.87%) XML
3 1 (2.17%) AngularJS
3 1 (2.17%) D3.js
Miscellaneous
1 11 (23.91%) Analytical Skills
2 5 (10.87%) Clustering
2 5 (10.87%) Replication
3 1 (2.17%) Computer Science
3 1 (2.17%) Data Centre
Processes & Methodologies
1 37 (80.43%) Business Intelligence
2 11 (23.91%) Data Modelling
3 9 (19.57%) Analytics
4 7 (15.22%) Performance Tuning
5 6 (13.04%) Data Integration
5 6 (13.04%) Integration Testing
5 6 (13.04%) Project Management
5 6 (13.04%) System Integration Testing
6 5 (10.87%) Business Continuity
6 5 (10.87%) Capacity Planning
6 5 (10.87%) Disaster Recovery
6 5 (10.87%) ETL Development
6 5 (10.87%) Full Text Search
6 5 (10.87%) High Availability
6 5 (10.87%) Kimball Methodology
6 5 (10.87%) Migration
6 5 (10.87%) Unit Testing
6 5 (10.87%) Web Development
7 4 (8.70%) Data Analytics
7 4 (8.70%) Statistical Analysis
Programming Languages
1 31 (67.39%) SQL
2 20 (43.48%) T-SQL
3 9 (19.57%) VBA
4 5 (10.87%) PHP
5 3 (6.52%) C#
5 3 (6.52%) Java
5 3 (6.52%) VB.NET
6 1 (2.17%) PL/SQL
6 1 (2.17%) Python
6 1 (2.17%) R
Qualifications
1 2 (4.35%) Degree
Quality Assurance & Compliance
1 5 (10.87%) Data Quality
Vendors
1 26 (56.52%) Microsoft
2 10 (21.74%) Tableau
2 10 (21.74%) Talend
3 7 (15.22%) Oracle
4 6 (13.04%) Teradata
5 5 (10.87%) HP
6 3 (6.52%) Google
6 3 (6.52%) Netezza
7 1 (2.17%) Cloudera
7 1 (2.17%) Cognos
Chester, Cheshire
Recann
Salary: £35000 - £42000 per annum + Bonus, Pension, Benefits
Posted: Yesterday
Chester, Cheshire
Asset Resourcing Ltd
Salary: £30000 - £45000 per annum + bonus + benefits
Posted: Yesterday
Chester, Cheshire
Jagger Talent
Salary: From £45,000 to £45,000 per annum 45K + Bonus + Benefits + Pension
Posted: Yesterday
Warrington, Cheshire
Actis Recruitment.
Salary: From £35,000 to £45,000 per annum + bonus + benefits
Posted: 3 days ago
Macclesfield, Cheshire
Rullion
Salary: £45000 - £50000 per annum + extensive benefits
Posted: 3 days ago
Cheshire
Sanderson
Posted: 9 days ago
Chester, Cheshire
Searchability
Salary: £50000 - £65000 per annum + benefits
Posted: 3 days ago
London or Knutsford
Cognizant
Salary: Market Salary
Posted: 24 days ago