Period
to 14 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Cornwall with a requirement for ETL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited ETL over the 6 months to 14 November 2018 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
South West > Cornwall
6 months to
14 Nov 2018
Same period 2017 Same period 2016
Rank 34 44 44
Rank change year-on-year +10 0 -
Permanent jobs citing ETL 17 7 8
As % of all permanent IT jobs advertised in Cornwall 6.03% 2.25% 2.78%
As % of the Processes & Methodologies category 6.59% 2.54% 3.16%
Number of salaries quoted 2 0 0
Cornwall median annual salary £27,500 - -
South West median annual salary £50,000 £40,000 £42,500
% change year-on-year +25.00% -5.88% -10.53%

ETL is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cornwall with a requirement for process or methodology skills.

All Process and Methodology Skills
Cornwall
Permanent vacancies with a requirement for process or methodology skills 258 276 253
As % of all permanent IT jobs advertised in Cornwall 91.49% 88.75% 87.85%
Number of salaries quoted 166 179 130
Cornwall median annual salary £30,750 £37,500 £27,500
Median salary % change year-on-year -18.00% +36.36% -15.38%
10th Percentile £18,495 £21,250 £21,250
90th Percentile £41,875 £55,000 £52,500
South West median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% -

ETL
Job Vacancy Trend in Cornwall

Job postings citing ETL as a percentage of all IT jobs advertised in Cornwall.

Job vacancy trend for ETL in Cornwall

ETL
Salary Trend in Cornwall

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

Salary trend for ETL in Cornwall

ETL
Job Locations in Cornwall

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the Cornwall region over the 6 months to 14 November 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Newquay - 14 - -
ETL
South West

For the 6 months to 14 November 2018, IT jobs citing ETL also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Cornwall region with a requirement for ETL.

1 16 (94.12%) SQL Server
1 16 (94.12%) Microsoft
1 16 (94.12%) SQL Server Integration Services
2 15 (88.24%) Management Information System
2 15 (88.24%) Finance
2 15 (88.24%) Degree
2 15 (88.24%) Computer Science
2 15 (88.24%) Data Integration
2 15 (88.24%) Data Warehouse
2 15 (88.24%) Business Intelligence
2 15 (88.24%) Web Services
2 15 (88.24%) Enterprise Software
3 14 (82.35%) Analytical Skills
3 14 (82.35%) Problem-Solving
3 14 (82.35%) ITIL
3 14 (82.35%) SOAP
3 14 (82.35%) Postgraduate
3 14 (82.35%) BizTalk Server
3 14 (82.35%) Project Management
3 14 (82.35%) SOA
3 14 (82.35%) REST
3 14 (82.35%) Continuous Improvement
3 14 (82.35%) SQL Server 2012
3 14 (82.35%) Validation
4 12 (70.59%) C#
4 12 (70.59%) SQL
4 12 (70.59%) .NET
5 11 (64.71%) CRM
5 11 (64.71%) ERP
5 11 (64.71%) Process Improvement

ETL
Co-occurring IT Skills in Cornwall 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 14 (82.35%) BizTalk Server
2 6 (35.29%) SharePoint
3 4 (23.53%) Oracle SOA Suite
4 2 (11.76%) CMS
Applications
1 4 (23.53%) Microsoft Office
Database & Business Intelligence
1 16 (94.12%) SQL Server
1 16 (94.12%) SQL Server Integration Services
2 15 (88.24%) Data Warehouse
3 14 (82.35%) SQL Server 2012
4 11 (64.71%) Relational Database
5 6 (35.29%) SQL Server Reporting Services
6 4 (23.53%) Data Mart
6 4 (23.53%) MySQL
6 4 (23.53%) Power BI
6 4 (23.53%) Snowflake Schema
Development Applications
1 2 (11.76%) SQL Server Management Studio (SSMS)
General
1 15 (88.24%) Finance
Job Titles
1 11 (64.71%) Analyst
1 11 (64.71%) Business Systems Analyst
1 11 (64.71%) Senior Analyst
1 11 (64.71%) Senior Business Systems Analyst
1 11 (64.71%) Senior Solutions Analyst
1 11 (64.71%) Senior Systems Analyst
1 11 (64.71%) Solutions Analyst
1 11 (64.71%) Systems Analyst
2 4 (23.53%) Developer
3 2 (11.76%) Senior Software Engineer
3 2 (11.76%) Software Engineer
Libraries, Frameworks & Software Standards
1 15 (88.24%) Web Services
2 14 (82.35%) REST
2 14 (82.35%) SOAP
3 12 (70.59%) .NET
4 10 (58.82%) HTML
4 10 (58.82%) XML
5 2 (11.76%) .NET Core
5 2 (11.76%) Entity Framework
6 1 (5.88%) COM
Miscellaneous
1 15 (88.24%) Computer Science
1 15 (88.24%) Enterprise Software
1 15 (88.24%) Management Information System
2 14 (82.35%) Analytical Skills
Operating Systems
1 4 (23.53%) Windows
Processes & Methodologies
1 15 (88.24%) Business Intelligence
1 15 (88.24%) Data Integration
2 14 (82.35%) Continuous Improvement
2 14 (82.35%) ITIL
2 14 (82.35%) Problem-Solving
2 14 (82.35%) Project Management
2 14 (82.35%) SOA
2 14 (82.35%) Validation
3 11 (64.71%) Business Analysis
3 11 (64.71%) Business Process Improvement
3 11 (64.71%) CRM
3 11 (64.71%) Decision-Making
3 11 (64.71%) ERP
3 11 (64.71%) Process Improvement
4 10 (58.82%) Business Process Modelling
5 4 (23.53%) Change Data Capture
5 4 (23.53%) Data Cleansing
5 4 (23.53%) Logical Data Model
5 4 (23.53%) Physical Data Model
5 4 (23.53%) User Acceptance Testing
Programming Languages
1 12 (70.59%) C#
1 12 (70.59%) SQL
2 10 (58.82%) Java
2 10 (58.82%) PHP
2 10 (58.82%) VB.NET
3 2 (11.76%) T-SQL
Qualifications
1 15 (88.24%) Degree
2 14 (82.35%) Postgraduate
3 4 (23.53%) ITIL Certification
Quality Assurance & Compliance
1 4 (23.53%) Data Quality
Vendors
1 16 (94.12%) Microsoft
2 4 (23.53%) Oracle
2 4 (23.53%) Salesforce.com