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

3 months to
25 Aug 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 37 62 88
Rank change year-on-year
+25 +26
Permanent jobs citing ETL 59 72 46
As % of all permanent IT jobs located in Cheshire 5.31% 4.19% 2.39%
As % of the Processes & Methodologies category 6.23% 4.66% 2.78%
Number of salaries quoted 50 69 44
Median salary £40,000 £40,000 £37,500
Median salary % change year-on-year
- +6.66%
90% offered a salary of more than £31,500 £37,300 £29,700
10% offered a salary of more than £59,000 £58,000 £40,000
UK excluding London median salary £45,000 £46,000 £45,000
% change year-on-year
-2.17% +2.22%
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
947 1545 1657
As % of all permanent IT jobs located in Cheshire 85.24% 89.83% 86.03%
Number of salaries quoted 828 1257 1318
Median salary £39,250 £41,000 £39,500
Median salary % change year-on-year
-4.26% +3.79%
90% offered a salary of more than £25,000 £27,500 £27,500
10% offered a salary of more than £57,500 £57,500 £57,500
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 25 August 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 25 August 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 +8 28 £38,000 -2.25%
Chester +24 11 £36,250 -5.84% 1
Knutsford +21 8 £32,500 -40.90% 1
Wilmslow - 1 £40,000 -
ETL
North West

ETL
Top 30 Related IT Skills in Cheshire

For the 6 months to 25 August 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 72 (80.90%) SQL
2 57 (64.04%) SQL Server
3 51 (57.30%) SQL Server Integration Services
4 48 (53.93%) SQL Server Reporting Services
5 43 (48.31%) Business Intelligence
6 40 (44.94%) T-SQL
7 34 (38.20%) Analytical Skills
8 29 (32.58%) Microsoft
8 29 (32.58%) Data Warehouse
9 28 (31.46%) Finance
9 28 (31.46%) SQL Server 2008
10 27 (30.34%) Data Modelling
10 27 (30.34%) MS Excel
11 22 (24.72%) SQL Server Analysis Services
12 20 (22.47%) SQL Server 2012
13 19 (21.35%) Analytics
14 17 (19.10%) MySQL
14 17 (19.10%) Data Quality
15 16 (17.98%) Performance Tuning
15 16 (17.98%) VBA
16 15 (16.85%) MS Office
16 15 (16.85%) SharePoint
16 15 (16.85%) Billing
17 14 (15.73%) Banking
18 13 (14.61%) Agile Software Development
18 13 (14.61%) Talend
18 13 (14.61%) Talend Open Studio
19 11 (12.36%) Replication
19 11 (12.36%) Ab Initio
19 11 (12.36%) Data Management

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 (16.85%) SharePoint
Applications
1 27 (30.34%) MS Excel
2 15 (16.85%) MS Office
3 4 (4.49%) MS Visio
Business Applications
1 3 (3.37%) SAP FI
2 2 (2.25%) Dynamics CRM
2 2 (2.25%) Salesforce.com CRM
Cloud Services
1 2 (2.25%) Microsoft Azure
2 1 (1.12%) Amazon AWS
2 1 (1.12%) Amazon Kinesis
2 1 (1.12%) Amazon S3
2 1 (1.12%) AWS Elastic Beanstalk
Database & Business Intelligence
1 57 (64.04%) SQL Server
2 51 (57.30%) SQL Server Integration Services
3 48 (53.93%) SQL Server Reporting Services
4 29 (32.58%) Data Warehouse
5 28 (31.46%) SQL Server 2008
6 22 (24.72%) SQL Server Analysis Services
7 20 (22.47%) SQL Server 2012
8 17 (19.10%) MySQL
9 10 (11.24%) Relational Database
10 9 (10.11%) MS Access
11 8 (8.99%) BusinessObjects
12 6 (6.74%) Data Mining
13 5 (5.62%) Big Data
13 5 (5.62%) Crystal Reports
13 5 (5.62%) Power BI
14 4 (4.49%) JasperReports
14 4 (4.49%) SQL Server 2014
14 4 (4.49%) Star Schema
15 3 (3.37%) Snowflake Schema
15 3 (3.37%) Spotfire
Development Applications
1 13 (14.61%) Talend Open Studio
2 6 (6.74%) Team Foundation Server
3 4 (4.49%) Eclipse
3 4 (4.49%) ERwin
4 3 (3.37%) Visual Studio
General
1 28 (31.46%) Finance
2 15 (16.85%) Billing
3 14 (15.73%) Banking
4 5 (5.62%) Advertising
5 4 (4.49%) Retail
5 4 (4.49%) Retail Banking
6 3 (3.37%) Pharmaceutical
7 1 (1.12%) Corporate Banking
7 1 (1.12%) Investment Banking
7 1 (1.12%) Legal
Job Titles
1 39 (43.82%) Developer
2 22 (24.72%) DBA
3 21 (23.60%) SQL DBA
4 19 (21.35%) SQL Developer
5 17 (19.10%) Analyst
6 11 (12.36%) Business Intelligence Analyst
6 11 (12.36%) Data Analyst
6 11 (12.36%) SSIS Developer
7 10 (11.24%) Business Intelligence Developer
8 9 (10.11%) Database Developer
9 7 (7.87%) Business Intelligence Data Analyst
9 7 (7.87%) Data Warehouse Developer
9 7 (7.87%) Designer
9 7 (7.87%) Senior Developer
9 7 (7.87%) Senior SQL Developer
9 7 (7.87%) SQL Database Developer
10 6 (6.74%) Ab Initio Developer
10 6 (6.74%) SSRS Developer
11 5 (5.62%) ETL Developer
11 5 (5.62%) Senior Database Developer
Libraries, Frameworks & Software Standards
1 4 (4.49%) .NET
2 2 (2.25%) MDX
Miscellaneous
1 34 (38.20%) Analytical Skills
2 11 (12.36%) Replication
3 10 (11.24%) Data Integration
4 5 (5.62%) Management Information System
5 4 (4.49%) Clustering
5 4 (4.49%) iPad
5 4 (4.49%) Reference Data
6 2 (2.25%) Computer Science
7 1 (1.12%) Data Extraction
7 1 (1.12%) N-Tier
Processes & Methodologies
1 43 (48.31%) Business Intelligence
2 27 (30.34%) Data Modelling
3 19 (21.35%) Analytics
4 16 (17.98%) Performance Tuning
5 13 (14.61%) Agile Software Development
6 11 (12.36%) Data Management
7 10 (11.24%) Stakeholder Management
8 9 (10.11%) High Availability
9 8 (8.99%) Information Management
9 8 (8.99%) Root Cause Analysis
9 8 (8.99%) Unit Testing
10 7 (7.87%) Database Mirroring
11 6 (6.74%) Data Lineage
11 6 (6.74%) Kimball Methodology
11 6 (6.74%) TDD
11 6 (6.74%) Web Development
12 5 (5.62%) Data Analysis
12 5 (5.62%) Disaster Recovery
12 5 (5.62%) Operational Acceptance Testing
13 4 (4.49%) SDLC
Programming Languages
1 72 (80.90%) SQL
2 40 (44.94%) T-SQL
3 16 (17.98%) VBA
4 5 (5.62%) PowerShell
4 5 (5.62%) VB
5 2 (2.25%) Java
5 2 (2.25%) R
6 1 (1.12%) PL/SQL
Qualifications
1 1 (1.12%) Degree
1 1 (1.12%) MBA
1 1 (1.12%) PMI Certification
1 1 (1.12%) PMP
1 1 (1.12%) PRINCE2 Certification
Quality Assurance & Compliance
1 17 (19.10%) Data Quality
2 4 (4.49%) QA
System Software
1 1 (1.12%) Docker
Systems Management
1 6 (6.74%) Control-M
Vendors
1 29 (32.58%) Microsoft
2 13 (14.61%) Talend
3 11 (12.36%) Ab Initio
4 10 (11.24%) Informatica
4 10 (11.24%) Teradata
5 9 (10.11%) Tableau
6 8 (8.99%) SAP
7 6 (6.74%) Cognos
7 6 (6.74%) HP
8 5 (5.62%) Hyperion
8 5 (5.62%) Vertica
9 4 (4.49%) GoldenSource
9 4 (4.49%) Google
9 4 (4.49%) Netezza
9 4 (4.49%) Oracle
10 3 (3.37%) Cognizant
11 2 (2.25%) Salesforce.com
Northwich, Cheshire
Complete Tech Limited
Salary: Up to £55,000 per annum + bonus + life assurance + pension + more
Posted: 5 days ago
Knutsford
Applause IT Ltd
Salary: £35000 per annum + Benefits
Posted: 24 days ago
Chester, Cheshire
Oscar
Salary: £40000 - £60000 per annum
Posted: 6 days ago