Period
to 19 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Derbyshire 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 19 November 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
East Midlands > Derbyshire
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 63 59 79
Rank change year-on-year -4 +20 -1
Permanent jobs citing ETL 13 18 25
As % of all permanent IT jobs advertised in Derbyshire 1.85% 2.48% 2.09%
As % of the Processes & Methodologies category 2.18% 2.88% 2.38%
Number of salaries quoted 9 13 22
Derbyshire median annual salary £45,000 £42,500 £50,000
Median salary % change year-on-year +5.88% -15.00% -
10th Percentile £28,000 £31,250 £41,250
90th Percentile £56,750 £58,750 £67,075
East Midlands median annual salary £40,000 £45,000 £45,000
% change year-on-year -11.11% - -

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 Derbyshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Derbyshire
Permanent vacancies with a requirement for process or methodology skills 597 625 1052
As % of all permanent IT jobs advertised in Derbyshire 84.92% 85.97% 87.81%
Number of salaries quoted 447 504 866
Derbyshire median annual salary £37,500 £37,500 £37,500
10th Percentile £23,250 £22,500 £22,500
90th Percentile £60,000 £55,000 £57,500
East Midlands median annual salary £40,000 £41,500 £40,000
% change year-on-year -3.61% +3.75% -

ETL
Job Vacancy Trend in Derbyshire

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

Job vacancy trend for ETL in Derbyshire

ETL
Salary Trend in Derbyshire

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

Salary trend for ETL in Derbyshire

ETL
Salary Histogram in Derbyshire

The salary distribution of IT jobs citing ETL in Derbyshire over the 6 months to 19 November 2017.

Salary histogram for ETL in Derbyshire

ETL
Job Locations in Derbyshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the Derbyshire region over the 6 months to 19 November 2017. 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
Derby -10 11 £44,500 +7.88%
ETL
East Midlands

For the 6 months to 19 November 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 Derbyshire region with a requirement for ETL.

1 12 (92.31%) SQL
2 9 (69.23%) Business Intelligence
3 7 (53.85%) SQL Server Integration Services
3 7 (53.85%) Degree
4 6 (46.15%) SQL Server
4 6 (46.15%) T-SQL
4 6 (46.15%) Microsoft
5 5 (38.46%) SQL Server Reporting Services
6 4 (30.77%) Manufacturing
6 4 (30.77%) SQL Server 2012
7 3 (23.08%) MCITP
7 3 (23.08%) Analytical Skills
7 3 (23.08%) ETL Development
7 3 (23.08%) Power BI
7 3 (23.08%) Performance Tuning
7 3 (23.08%) Master's Degree
7 3 (23.08%) Computer Science Degree
7 3 (23.08%) Finance
7 3 (23.08%) Computer Science
7 3 (23.08%) Data Integration
7 3 (23.08%) SQL Server Analysis Services
7 3 (23.08%) Microsoft Certification
8 2 (15.38%) C#
8 2 (15.38%) Management Information System
8 2 (15.38%) Replication
8 2 (15.38%) Clustering
8 2 (15.38%) SAP
8 2 (15.38%) RDBMS
8 2 (15.38%) Unix
8 2 (15.38%) Linux

ETL
Co-occurring IT Skills in Derbyshire 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 1 (7.69%) BizTalk Server
1 1 (7.69%) SharePoint
Applications
1 2 (15.38%) Microsoft Excel
Business Applications
1 1 (7.69%) Dynamics AX
1 1 (7.69%) NetSuite
Database & Business Intelligence
1 7 (53.85%) SQL Server Integration Services
2 6 (46.15%) SQL Server
3 5 (38.46%) SQL Server Reporting Services
4 4 (30.77%) SQL Server 2012
5 3 (23.08%) Power BI
5 3 (23.08%) SQL Server Analysis Services
6 2 (15.38%) Microsoft Analysis Services
6 2 (15.38%) PowerPivot
6 2 (15.38%) RDBMS
6 2 (15.38%) Relational Database
7 1 (7.69%) Big Data
7 1 (7.69%) BusinessObjects
7 1 (7.69%) BusinessObjects Business Intelligence
7 1 (7.69%) BusinessObjects Web Intelligence
7 1 (7.69%) Data Warehouse
7 1 (7.69%) SQL Server 2008
Development Applications
1 1 (7.69%) Team Foundation Server
1 1 (7.69%) Visual Studio
General
1 4 (30.77%) Manufacturing
2 3 (23.08%) Finance
3 2 (15.38%) Advertising
4 1 (7.69%) Marketing
4 1 (7.69%) Retail
Job Titles
1 5 (38.46%) Developer
2 3 (23.08%) Business Intelligence Developer
2 3 (23.08%) DBA
2 3 (23.08%) SQL DBA
2 3 (23.08%) SQL Developer
3 2 (15.38%) Senior DBA
3 2 (15.38%) Senior SQL DBA
3 2 (15.38%) SQL BI Developer
4 1 (7.69%) .NET Developer
4 1 (7.69%) Business Consultant
4 1 (7.69%) Business Intelligence Manager
4 1 (7.69%) Business Manager
4 1 (7.69%) Data Migration Developer
4 1 (7.69%) Data Modeller
4 1 (7.69%) ETL Developer
4 1 (7.69%) Implementation Engineer
4 1 (7.69%) SAP BusinessObjects (BO) Consultant
4 1 (7.69%) Senior ETL Developer
4 1 (7.69%) SQL Server Developer
4 1 (7.69%) Systems Developer
Libraries, Frameworks & Software Standards
1 1 (7.69%) .NET
1 1 (7.69%) ASP.NET
1 1 (7.69%) MDX
1 1 (7.69%) RESTful
1 1 (7.69%) SOAP
1 1 (7.69%) Web Services
1 1 (7.69%) XML
1 1 (7.69%) XSD
Miscellaneous
1 3 (23.08%) Analytical Skills
1 3 (23.08%) Computer Science
2 2 (15.38%) Clustering
2 2 (15.38%) Management Information System
2 2 (15.38%) Replication
Operating Systems
1 2 (15.38%) Linux
1 2 (15.38%) Unix
Processes & Methodologies
1 9 (69.23%) Business Intelligence
2 3 (23.08%) Data Integration
2 3 (23.08%) ETL Development
2 3 (23.08%) Performance Tuning
3 2 (15.38%) Capacity Planning
3 2 (15.38%) Customer Insight
3 2 (15.38%) Data Analysis
4 1 (7.69%) Analytics
4 1 (7.69%) Data Management
4 1 (7.69%) Data Migration
4 1 (7.69%) Data Modelling
4 1 (7.69%) Data Strategy
4 1 (7.69%) Dimensional Modelling
4 1 (7.69%) ERP
4 1 (7.69%) Kimball Methodology
4 1 (7.69%) Migration
4 1 (7.69%) SAP Implementation
Programming Languages
1 12 (92.31%) SQL
2 6 (46.15%) T-SQL
3 2 (15.38%) C#
3 2 (15.38%) Data Analysis Expressions (DAX)
4 1 (7.69%) VB.NET
Qualifications
1 7 (53.85%) Degree
2 3 (23.08%) Computer Science Degree
2 3 (23.08%) Master's Degree
2 3 (23.08%) MCITP
2 3 (23.08%) Microsoft Certification
Quality Assurance & Compliance
1 1 (7.69%) QA
Systems Management
1 2 (15.38%) Failover Clustering
Vendors
1 6 (46.15%) Microsoft
2 2 (15.38%) SAP
3 1 (7.69%) Informatica
3 1 (7.69%) JD Edwards