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 28 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Jun 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 57 60 81
Rank change year-on-year
+3 +21
Permanent jobs citing ETL 16 28 3
As % of all permanent IT jobs located in Northamptonshire 2.21% 3.06% 0.34%
As % of the Processes & Methodologies category 2.41% 3.51% 0.39%
Number of salaries quoted 8 28 3
Median salary £50,000 £47,500 £36,000
Median salary % change year-on-year
+5.26% +31.94%
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year
- +2.27%
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
663 798 765
As % of all permanent IT jobs located in Northamptonshire 91.45% 87.31% 86.15%
Number of salaries quoted 481 702 699
Median salary £40,000 £45,000 £40,000
Median salary % change year-on-year
-11.11% +12.50%
90% offered a salary of more than £30,000 £32,500 £28,800
10% offered a salary of more than £60,000 £57,500 £60,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 28 June 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 +4 13 £50,000 +2.56% 1
Corby - 2 £45,000 -
ETL
East Midlands

ETL
Top 30 Related IT Skills in Northamptonshire

For the 6 months to 28 June 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 23 (62.16%) SQL
1 23 (62.16%) Business Intelligence
2 18 (48.65%) Data Warehouse
3 16 (43.24%) SQL Server
4 14 (37.84%) SQL Server Integration Services
4 14 (37.84%) Analytical Skills
5 13 (35.14%) Agile Software Development
5 13 (35.14%) SQL Server Reporting Services
5 13 (35.14%) SQL Server Analysis Services
6 11 (29.73%) Microsoft
6 11 (29.73%) Data Quality
7 10 (27.03%) Data Governance
7 10 (27.03%) Analytics
7 10 (27.03%) Data Structures
8 8 (21.62%) Data Modelling
8 8 (21.62%) Big Data
9 7 (18.92%) Talend
9 7 (18.92%) MDX
9 7 (18.92%) Talend Open Studio
10 6 (16.22%) Visualisation
10 6 (16.22%) MS Excel
10 6 (16.22%) OLAP
10 6 (16.22%) OLAP Cube
10 6 (16.22%) SQL Server 2008
10 6 (16.22%) Data Visualisation
11 5 (13.51%) MapReduce
11 5 (13.51%) Tableau
11 5 (13.51%) Data Analytics
11 5 (13.51%) Big Data Analytics
11 5 (13.51%) Apache Spark

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 (13.51%) Apache Spark
1 5 (13.51%) SAS
2 3 (8.11%) Apache Pig
Applications
1 6 (16.22%) MS Excel
Database & Business Intelligence
1 18 (48.65%) Data Warehouse
2 16 (43.24%) SQL Server
3 14 (37.84%) SQL Server Integration Services
4 13 (35.14%) SQL Server Analysis Services
4 13 (35.14%) SQL Server Reporting Services
5 8 (21.62%) Big Data
6 6 (16.22%) OLAP
6 6 (16.22%) OLAP Cube
6 6 (16.22%) SQL Server 2008
7 5 (13.51%) Amazon Redshift
7 5 (13.51%) Hadoop
7 5 (13.51%) Microsoft Analysis Services
7 5 (13.51%) MongoDB
7 5 (13.51%) MySQL
7 5 (13.51%) NoSQL
7 5 (13.51%) Parquet
7 5 (13.51%) QlikView
8 4 (10.81%) SQL Server 2014
9 3 (8.11%) Enterprise Data Warehouse
9 3 (8.11%) Impala
Development Applications
1 7 (18.92%) Talend Open Studio
General
1 5 (13.51%) Legal
2 2 (5.41%) Finance
2 2 (5.41%) Retail
Job Titles
1 22 (59.46%) Developer
2 13 (35.14%) Business Intelligence Developer
3 12 (32.43%) Analyst
3 12 (32.43%) Data Analyst
4 11 (29.73%) SSAS Developer
4 11 (29.73%) SSIS Developer
5 10 (27.03%) SQL BI Developer
5 10 (27.03%) SQL Developer
5 10 (27.03%) SQL Server BI Developer
5 10 (27.03%) SQL Server Developer
6 9 (24.32%) Data Warehouse Developer
7 7 (18.92%) SSRS Developer
8 5 (13.51%) Business Developer
8 5 (13.51%) Data Quality Analyst
8 5 (13.51%) SQL Server Data Warehouse Developer
9 4 (10.81%) ETL Analyst
9 4 (10.81%) Senior Developer
9 4 (10.81%) SQL Analyst
9 4 (10.81%) SQL Data Analyst
10 3 (8.11%) Solutions Architect
Libraries, Frameworks & Software Standards
1 7 (18.92%) MDX
2 3 (8.11%) JSON
2 3 (8.11%) XML
Miscellaneous
1 14 (37.84%) Analytical Skills
2 10 (27.03%) Data Structures
3 6 (16.22%) Visualisation
4 1 (2.70%) FMCG
Processes & Methodologies
1 23 (62.16%) Business Intelligence
2 13 (35.14%) Agile Software Development
3 10 (27.03%) Analytics
3 10 (27.03%) Data Governance
4 8 (21.62%) Data Modelling
5 6 (16.22%) Data Visualisation
6 5 (13.51%) Big Data Analytics
6 5 (13.51%) Continuous Integration
6 5 (13.51%) Data Acquisition
6 5 (13.51%) Data Analysis
6 5 (13.51%) Data Analytics
6 5 (13.51%) Data Management
6 5 (13.51%) MapReduce
6 5 (13.51%) Open Source
6 5 (13.51%) Translating Business Requirements
7 4 (10.81%) Dimensional Modelling
8 3 (8.11%) Mentoring
8 3 (8.11%) Scrum
8 3 (8.11%) SOA
8 3 (8.11%) Statistical Analysis
Programming Languages
1 23 (62.16%) SQL
2 5 (13.51%) Java
2 5 (13.51%) Python
2 5 (13.51%) R
2 5 (13.51%) VBA
3 3 (8.11%) JavaScript
4 2 (5.41%) T-SQL
Qualifications
1 5 (13.51%) Degree
Quality Assurance & Compliance
1 11 (29.73%) Data Quality
2 5 (13.51%) QA
Systems Management
1 3 (8.11%) MOM
Vendors
1 11 (29.73%) Microsoft
2 7 (18.92%) Talend
3 5 (13.51%) Oracle
3 5 (13.51%) Tableau
4 3 (8.11%) WSO2
5 1 (2.70%) Google
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