The following table provides summary statistics for permanent job vacancies advertised in Chester with a requirement for ETL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited ETL over the 3 months to 29 March 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Cheshire / Chester
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 16 30 13
Rank change year-on-year +14 -17  
Permanent jobs citing ETL 15 2 18
As % of all permanent IT jobs advertised in Chester 10.87% 1.26% 10.53%
As % of the Processes & Methodologies category 12.40% 1.45% 11.92%
Number of salaries quoted 13 2 10
Median salary £45,000 £28,000 £42,500
Median salary % change year-on-year +60.71% -34.11%  
UK excluding London median salary £45,000 £45,000 £45,000

ETL is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Chester with a requirement for process and methodology skills.

Process & Methodology Skills
Chester
Permanent job vacancies with a requirement for process and methodology skills 121 138 151
As % of all permanent IT job vacancies advertised in Chester 87.68% 86.79% 88.30%
Number of salaries quoted 111 120 106
Median salary £38,000 £40,000 £40,000
Median salary % change year-on-year -5.00% -  
90% offered a salary of more than £29,000 £27,500 £25,000
10% offered a salary of more than £57,500 £50,000 £50,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

ETL
Job Vacancy Trend in Chester

The job posting trend of jobs advertised in Chester citing ETL as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for ETL in Chester

ETL
Salary Trend in Chester

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing ETL in Chester.

Salary trend for ETL in Chester

ETL
Salary Histogram in Chester

The salary distribution of IT jobs citing ETL in Chester over the 3 months to 29 March 2017.

Salary histogram for ETL in Chester

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

1 11 (64.71%) SQL
1 11 (64.71%) Business Intelligence
2 9 (52.94%) Microsoft
3 8 (47.06%) SQL Server
4 7 (41.18%) Data Warehouse
4 7 (41.18%) Agile Software Development
5 5 (29.41%) SQL Server Reporting Services
5 5 (29.41%) E-Commerce
6 4 (23.53%) B2B
6 4 (23.53%) BizTalk Server
6 4 (23.53%) Finance
6 4 (23.53%) Games
6 4 (23.53%) Scrum
6 4 (23.53%) .NET
6 4 (23.53%) MS Excel
6 4 (23.53%) C#
6 4 (23.53%) Google
6 4 (23.53%) SQL Server Integration Services
6 4 (23.53%) Risk Analysis
6 4 (23.53%) Talend Open Studio
6 4 (23.53%) Tableau
6 4 (23.53%) Talend
6 4 (23.53%) Relational Database
7 3 (17.65%) HDFS
7 3 (17.65%) Impala
7 3 (17.65%) Mentoring
7 3 (17.65%) Kafka
7 3 (17.65%) Apache Pig
7 3 (17.65%) Apache Spark
7 3 (17.65%) MapReduce

ETL
Co-occurring IT Skills in Chester 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 4 (23.53%) BizTalk Server
2 3 (17.65%) Apache Pig
2 3 (17.65%) Apache Spark
Applications
1 4 (23.53%) MS Excel
2 1 (5.88%) SPSS
Cloud Services
1 2 (11.76%) Microsoft Azure
Communications & Networking
1 3 (17.65%) FTP
Database & Business Intelligence
1 8 (47.06%) SQL Server
2 7 (41.18%) Data Warehouse
3 5 (29.41%) SQL Server Reporting Services
4 4 (23.53%) Relational Database
4 4 (23.53%) SQL Server Integration Services
5 3 (17.65%) Apache Hive
5 3 (17.65%) Big Data
5 3 (17.65%) Data Mining
5 3 (17.65%) Hadoop
5 3 (17.65%) HBase
5 3 (17.65%) Impala
5 3 (17.65%) NoSQL
5 3 (17.65%) SQL Server Analysis Services
6 2 (11.76%) Azure SQL Database
6 2 (11.76%) Power BI
7 1 (5.88%) OLAP
Development Applications
1 4 (23.53%) Talend Open Studio
General
1 4 (23.53%) Finance
1 4 (23.53%) Games
2 1 (5.88%) Advertising
2 1 (5.88%) Retail
Job Titles
1 5 (29.41%) Tester
2 4 (23.53%) Analyst
2 4 (23.53%) Developer
2 4 (23.53%) E-Commerce Tester
2 4 (23.53%) Integration Analyst
2 4 (23.53%) Senior Tester
3 3 (17.65%) Data Engineer
3 3 (17.65%) Hadoop Engineer
4 2 (11.76%) Database Developer
5 1 (5.88%) Agile Tester
5 1 (5.88%) Business Intelligence Consultant
5 1 (5.88%) Business Intelligence Developer
5 1 (5.88%) Consultant
5 1 (5.88%) Data Warehouse Developer
5 1 (5.88%) ETL Tester
5 1 (5.88%) IT Analyst
5 1 (5.88%) Microsoft BI Consultant
5 1 (5.88%) Microsoft Consultant
Libraries, Frameworks & Software Standards
1 4 (23.53%) .NET
2 3 (17.65%) JSON
2 3 (17.65%) Kafka
2 3 (17.65%) WCF
2 3 (17.65%) XML
2 3 (17.65%) XSLT
3 1 (5.88%) AngularJS
3 1 (5.88%) D3.js
3 1 (5.88%) MDX
Miscellaneous
1 1 (5.88%) Analytical Skills
1 1 (5.88%) Computer Science
Processes & Methodologies
1 11 (64.71%) Business Intelligence
2 7 (41.18%) Agile Software Development
3 5 (29.41%) E-Commerce
4 4 (23.53%) B2B
4 4 (23.53%) Risk Analysis
4 4 (23.53%) Scrum
5 3 (17.65%) Configuration Management
5 3 (17.65%) Data Architecture
5 3 (17.65%) Data Modelling
5 3 (17.65%) EAI
5 3 (17.65%) ITIL
5 3 (17.65%) MapReduce
5 3 (17.65%) Mentoring
5 3 (17.65%) PRINCE2
5 3 (17.65%) Unit Testing
6 2 (11.76%) Statistical Analysis
7 1 (5.88%) Data Analysis
7 1 (5.88%) Performance Tuning
7 1 (5.88%) Statistics
7 1 (5.88%) Visualisation
Programming Languages
1 11 (64.71%) SQL
2 4 (23.53%) C#
3 2 (11.76%) T-SQL
4 1 (5.88%) PL/SQL
4 1 (5.88%) Python
4 1 (5.88%) R
Quality Assurance & Compliance
1 3 (17.65%) Data Quality
System Software
1 3 (17.65%) HDFS
Vendors
1 9 (52.94%) Microsoft
2 4 (23.53%) Google
2 4 (23.53%) Tableau
2 4 (23.53%) Talend
3 3 (17.65%) Teradata
Chester, Cheshire
Asset Resourcing Ltd
Salary: £30000 - £40000 per annum + bonus + benefits
Posted: 5 days ago
Chester, Cheshire
Aria Select Ltd
Salary: From £40,000 to £45,000 per annum Life assurance, Healthcare, Pension
Posted: 4 days ago
Chester, Cheshire
Elevate Recruitment
Salary: Competitive salary plus benefits
Posted: 6 days ago
Chester
Nigel Frank International
Salary: £40000 - £50000 per annum + company package and benefits
Posted: 7 days ago