The table below looks at the statistics for ETL skills in IT jobs advertised for the Northamptonshire region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 26 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Aug 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 57 62 83
Rank change year-on-year
+5 +21
Permanent jobs citing ETL 17 22 5
As % of all permanent IT jobs located in Northamptonshire 2.46% 2.32% 0.54%
As % of the Processes & Methodologies category 2.76% 2.62% 0.65%
Number of salaries quoted 9 22 5
Median salary £50,000 £52,500 £55,000
Median salary % change year-on-year
-4.76% -4.54%
UK excluding London median salary £45,000 £46,000 £45,000
% change year-on-year
-2.17% +2.22%
ETL
East Midlands

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Northamptonshire region.

Processes & Methodologies Category
Northamptonshire
Permanent IT job ads with a match in the
Processes & Methodologies category
616 839 775
As % of all permanent IT jobs located in Northamptonshire 89.02% 88.50% 83.69%
Number of salaries quoted 401 761 702
Median salary £40,500 £42,500 £40,000
Median salary % change year-on-year
-4.70% +6.25%
90% offered a salary of more than £28,000 £30,000 £27,000
10% offered a salary of more than £60,000 £60,000 £60,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

ETL
Jobs Demand Trend in Northamptonshire

The demand trend of job ads across the Northamptonshire region citing ETL as a proportion of all IT jobs with a match in the Processes & Methodologies category.

ETL Jobs Demand Trend in Northamptonshire

ETL
Salary Trend in Northamptonshire

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

ETL Salary Trend in Northamptonshire

ETL
Job Locations in Northamptonshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the Northamptonshire region over the 3 months to 26 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
Northampton 0 10 £50,000 -4.76%
ETL
East Midlands

ETL
Top 30 Related IT Skills in Northamptonshire

For the 6 months to 26 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 Northamptonshire region with a requirement for ETL.

1 20 (57.14%) SQL
2 17 (48.57%) Business Intelligence
3 14 (40.00%) Data Warehouse
3 14 (40.00%) Analytical Skills
4 13 (37.14%) Agile Software Development
5 12 (34.29%) SQL Server Reporting Services
5 12 (34.29%) SQL Server Integration Services
6 10 (28.57%) SQL Server Analysis Services
6 10 (28.57%) SQL Server
7 9 (25.71%) MDX
7 9 (25.71%) Data Quality
8 8 (22.86%) Talend
8 8 (22.86%) Mentoring
8 8 (22.86%) Talend Open Studio
9 7 (20.00%) Data Management
9 7 (20.00%) Microsoft
9 7 (20.00%) XML
9 7 (20.00%) Analytics
9 7 (20.00%) Data Governance
10 6 (17.14%) WSO2
10 6 (17.14%) Coaching
10 6 (17.14%) Data Structures
10 6 (17.14%) OLAP Cube
10 6 (17.14%) Waterfall
10 6 (17.14%) Data Visualisation
10 6 (17.14%) OLAP
10 6 (17.14%) T-SQL
10 6 (17.14%) SOA
10 6 (17.14%) MOM
10 6 (17.14%) Scrum

ETL
Top Related IT Skills in Northamptonshire 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 5 (14.29%) Apache Spark
1 5 (14.29%) SAS
2 3 (8.57%) Apache Pig
Applications
1 5 (14.29%) MS Excel
Database & Business Intelligence
1 14 (40.00%) Data Warehouse
2 12 (34.29%) SQL Server Integration Services
2 12 (34.29%) SQL Server Reporting Services
3 10 (28.57%) SQL Server
3 10 (28.57%) SQL Server Analysis Services
4 6 (17.14%) OLAP
4 6 (17.14%) OLAP Cube
5 5 (14.29%) Amazon Redshift
5 5 (14.29%) Big Data
5 5 (14.29%) Hadoop
5 5 (14.29%) Microsoft Analysis Services
5 5 (14.29%) MongoDB
5 5 (14.29%) MySQL
5 5 (14.29%) NoSQL
5 5 (14.29%) Parquet
5 5 (14.29%) QlikView
6 3 (8.57%) Apache Hive
6 3 (8.57%) Impala
6 3 (8.57%) SQL Server 2012
7 1 (2.86%) SQL Server 2005
Development Applications
1 8 (22.86%) Talend Open Studio
2 2 (5.71%) Team Foundation Server
General
1 5 (14.29%) Finance
1 5 (14.29%) Legal
2 3 (8.57%) Retail
Job Titles
1 15 (42.86%) Developer
2 10 (28.57%) Analyst
3 9 (25.71%) Business Intelligence Developer
4 8 (22.86%) SSAS Developer
4 8 (22.86%) SSIS Developer
5 7 (20.00%) Data Analyst
5 7 (20.00%) SQL BI Developer
5 7 (20.00%) SQL Developer
5 7 (20.00%) SQL Server BI Developer
5 7 (20.00%) SQL Server Developer
6 6 (17.14%) Architect
6 6 (17.14%) Data Warehouse Developer
6 6 (17.14%) Integration Architect
6 6 (17.14%) Solutions Architect
7 5 (14.29%) SQL Server Data Warehouse Developer
8 4 (11.43%) Data Manager
8 4 (11.43%) SSRS Developer
9 3 (8.57%) ETL Architect
9 3 (8.57%) SAP Analyst
9 3 (8.57%) SOA Architect
Libraries, Frameworks & Software Standards
1 9 (25.71%) MDX
2 7 (20.00%) XML
3 3 (8.57%) JSON
3 3 (8.57%) SAP ALE
3 3 (8.57%) SAP PI
3 3 (8.57%) SAP Smart Forms
3 3 (8.57%) SAP XI
4 2 (5.71%) .NET
4 2 (5.71%) SOAP
Miscellaneous
1 14 (40.00%) Analytical Skills
2 6 (17.14%) Data Structures
2 6 (17.14%) Visualisation
Processes & Methodologies
1 17 (48.57%) Business Intelligence
2 13 (37.14%) Agile Software Development
3 8 (22.86%) Mentoring
4 7 (20.00%) Analytics
4 7 (20.00%) Data Governance
4 7 (20.00%) Data Management
5 6 (17.14%) Coaching
5 6 (17.14%) Data Visualisation
5 6 (17.14%) Scrum
5 6 (17.14%) SOA
5 6 (17.14%) Waterfall
6 5 (14.29%) Big Data Analytics
6 5 (14.29%) Continuous Integration
6 5 (14.29%) Data Acquisition
6 5 (14.29%) Data Analysis
6 5 (14.29%) Data Analytics
6 5 (14.29%) MapReduce
6 5 (14.29%) Open Source
7 4 (11.43%) Data Modelling
7 4 (11.43%) Project Management
Programming Languages
1 20 (57.14%) SQL
2 6 (17.14%) T-SQL
3 5 (14.29%) Java
3 5 (14.29%) Python
3 5 (14.29%) R
3 5 (14.29%) VBA
4 3 (8.57%) ABAP
4 3 (8.57%) JavaScript
4 3 (8.57%) SAPscript
5 2 (5.71%) C#
Qualifications
1 4 (11.43%) Degree
Quality Assurance & Compliance
1 9 (25.71%) Data Quality
2 5 (14.29%) QA
Systems Management
1 6 (17.14%) MOM
Vendors
1 8 (22.86%) Talend
2 7 (20.00%) Microsoft
3 6 (17.14%) WSO2
4 5 (14.29%) Oracle
4 5 (14.29%) Tableau
5 3 (8.57%) SAP