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

3 months to
20 Jan 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
North West / Cheshire
Rank 61 51 90
Rank change year-on-year
-10 +39
Permanent jobs citing ETL 28 56 36
As % of all permanent IT jobs located in Cheshire 2.74% 4.25% 1.98%
As % of the Processes & Methodologies category 3.19% 5.13% 2.26%
Number of salaries quoted 26 53 30
Median salary £40,000 £40,000 £42,500
Median salary % change year-on-year
- -5.88%
90% offered a salary of more than £37,500 £35,500 £30,000
10% offered a salary of more than £52,207 £60,000 £60,250
UK excluding London median salary £45,000 £45,000 £45,000

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
877 1092 1594
As % of all permanent IT jobs located in Cheshire 85.73% 82.85% 87.78%
Number of salaries quoted 674 957 1356
Median salary £40,000 £40,000 £40,000
90% offered a salary of more than £27,500 £27,000 £26,000
10% offered a salary of more than £60,000 £65,000 £55,662
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 20 January 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 20 January 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 -9 7 £40,000 -11.11%
Macclesfield -4 4 £43,750 +59.09% 3
Warrington -15 4 £37,500 - 1
Chester - 2 £40,000 - 3
ETL
North West

ETL
Top 30 Related IT Skills in Cheshire

For the 6 months to 20 January 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 52 (75.36%) SQL Server
2 50 (72.46%) SQL
3 48 (69.57%) SQL Server Reporting Services
4 44 (63.77%) Business Intelligence
5 43 (62.32%) SQL Server Integration Services
6 38 (55.07%) Microsoft
7 34 (49.28%) Data Warehouse
8 33 (47.83%) T-SQL
9 29 (42.03%) MS Excel
10 22 (31.88%) Data Modelling
10 22 (31.88%) Analytical Skills
11 21 (30.43%) SQL Server Analysis Services
11 21 (30.43%) SQL Server 2008
12 17 (24.64%) Finance
12 17 (24.64%) SQL Server 2012
13 15 (21.74%) MySQL
14 14 (20.29%) VBA
15 13 (18.84%) Talend Open Studio
15 13 (18.84%) Microsoft Azure
15 13 (18.84%) Talend
16 12 (17.39%) Teradata
17 11 (15.94%) Data Quality
17 11 (15.94%) Analytics
17 11 (15.94%) Performance Tuning
17 11 (15.94%) Relational Database
18 10 (14.49%) High Availability
18 10 (14.49%) MS Office
18 10 (14.49%) HP
18 10 (14.49%) SharePoint
18 10 (14.49%) Billing

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 10 (14.49%) SharePoint
Applications
1 29 (42.03%) MS Excel
2 10 (14.49%) MS Office
3 2 (2.90%) MS Visio
Business Applications
1 1 (1.45%) Cognos Business Intelligence
Cloud Services
1 13 (18.84%) Microsoft Azure
2 6 (8.70%) Amazon AWS
3 3 (4.35%) Cloud Computing
4 1 (1.45%) SaaS
Database & Business Intelligence
1 52 (75.36%) SQL Server
2 48 (69.57%) SQL Server Reporting Services
3 43 (62.32%) SQL Server Integration Services
4 34 (49.28%) Data Warehouse
5 21 (30.43%) SQL Server 2008
5 21 (30.43%) SQL Server Analysis Services
6 17 (24.64%) SQL Server 2012
7 15 (21.74%) MySQL
8 11 (15.94%) Relational Database
9 8 (11.59%) Big Data
9 8 (11.59%) Data Mining
9 8 (11.59%) SQL Server 2014
10 5 (7.25%) Crystal Reports
10 5 (7.25%) SQL Server 2005
11 4 (5.80%) Power BI
12 3 (4.35%) Azure SQL Database
12 3 (4.35%) Snowflake Schema
12 3 (4.35%) Star Schema
13 1 (1.45%) BusinessObjects
13 1 (1.45%) MS Access
Development Applications
1 13 (18.84%) Talend Open Studio
2 7 (10.14%) Team Foundation Server
3 3 (4.35%) Visual Studio
4 1 (1.45%) Eclipse
General
1 17 (24.64%) Finance
2 10 (14.49%) Billing
3 4 (5.80%) Retail
4 2 (2.90%) Banking
4 2 (2.90%) Retail Banking
5 1 (1.45%) Advertising
5 1 (1.45%) Manufacturing
5 1 (1.45%) Marketing
Job Titles
1 28 (40.58%) Developer
2 22 (31.88%) DBA
2 22 (31.88%) SQL DBA
3 13 (18.84%) Analyst
3 13 (18.84%) SQL Developer
4 9 (13.04%) Business Intelligence Developer
5 8 (11.59%) Business Intelligence Analyst
5 8 (11.59%) Database Developer
5 8 (11.59%) SSIS Developer
6 7 (10.14%) Data Warehouse Developer
6 7 (10.14%) SQL Server Developer
6 7 (10.14%) SSRS Developer
7 6 (8.70%) Administrator
7 6 (8.70%) SQL BI Developer
7 6 (8.70%) SQL Server BI Developer
8 5 (7.25%) SQL Analyst
9 4 (5.80%) SQL Server DBA
9 4 (5.80%) SQL Support Analyst
9 4 (5.80%) Support Analyst
10 3 (4.35%) SQL Database Developer
Libraries, Frameworks & Software Standards
1 8 (11.59%) .NET
2 5 (7.25%) XML
Miscellaneous
1 22 (31.88%) Analytical Skills
2 7 (10.14%) Data Integration
3 6 (8.70%) Clustering
3 6 (8.70%) Replication
4 2 (2.90%) Management Information System
4 2 (2.90%) Reference Data
5 1 (1.45%) Computer Science
5 1 (1.45%) Data Centre
Processes & Methodologies
1 44 (63.77%) Business Intelligence
2 22 (31.88%) Data Modelling
3 11 (15.94%) Analytics
3 11 (15.94%) Performance Tuning
4 10 (14.49%) High Availability
4 10 (14.49%) Web Development
5 8 (11.59%) Kimball Methodology
5 8 (11.59%) Unit Testing
6 6 (8.70%) Integration Testing
6 6 (8.70%) Project Management
6 6 (8.70%) Statistical Analysis
6 6 (8.70%) System Integration Testing
7 5 (7.25%) Agile Software Development
7 5 (7.25%) Business Continuity
7 5 (7.25%) Capacity Planning
7 5 (7.25%) Database Mirroring
7 5 (7.25%) Disaster Recovery
7 5 (7.25%) ETL Development
7 5 (7.25%) Full Text Search
7 5 (7.25%) Migration
Programming Languages
1 50 (72.46%) SQL
2 33 (47.83%) T-SQL
3 14 (20.29%) VBA
4 5 (7.25%) PHP
4 5 (7.25%) PowerShell
4 5 (7.25%) VB
5 2 (2.90%) C#
5 2 (2.90%) Java
5 2 (2.90%) VB.NET
Qualifications
1 1 (1.45%) MBA
Quality Assurance & Compliance
1 11 (15.94%) Data Quality
Systems Management
1 2 (2.90%) Control-M
Vendors
1 38 (55.07%) Microsoft
2 13 (18.84%) Talend
3 12 (17.39%) Teradata
4 10 (14.49%) HP
5 9 (13.04%) Tableau
6 6 (8.70%) Cognos
6 6 (8.70%) Oracle
7 5 (7.25%) Hyperion
8 4 (5.80%) Ab Initio
8 4 (5.80%) Netezza
9 2 (2.90%) GoldenSource
9 2 (2.90%) Informatica
9 2 (2.90%) SAP
10 1 (1.45%) Cloudera
10 1 (1.45%) Google
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