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

3 months to
26 Jun 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 51 54 74
Rank change year-on-year
+3 +20
Permanent jobs citing ETL 12 23 2
As % of all permanent IT jobs located in Northampton 2.23% 3.43% 0.30%
As % of the Processes & Methodologies category 2.44% 3.82% 0.34%
Number of salaries quoted 5 23 2
Median salary £50,000 £50,000 £45,000
Median salary % change year-on-year
- +11.11%
UK excluding London median salary £45,000 £45,000 £43,164
% change year-on-year
- +4.25%
ETL
Northamptonshire

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

Processes & Methodologies Category
Northampton
Permanent IT job ads with a match in the
Processes & Methodologies category
491 602 582
As % of all permanent IT jobs located in Northampton 91.26% 89.85% 87.26%
Number of salaries quoted 347 534 535
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 £29,000
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 Northampton

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

ETL Jobs Demand Trend in Northampton

ETL
Salary Trend in Northampton

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

ETL Salary Trend in Northampton

ETL
Top 30 Related IT Skills in Northampton

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

1 14 (63.64%) SQL
1 14 (63.64%) Analytical Skills
2 10 (45.45%) Data Structures
2 10 (45.45%) Business Intelligence
2 10 (45.45%) Data Quality
3 9 (40.91%) Data Governance
4 7 (31.82%) Agile Software Development
5 6 (27.27%) Talend Open Studio
5 6 (27.27%) Talend
6 5 (22.73%) Data Analytics
6 5 (22.73%) Analytics
6 5 (22.73%) Amazon Redshift
6 5 (22.73%) Big Data
6 5 (22.73%) Big Data Analytics
6 5 (22.73%) MongoDB
6 5 (22.73%) NoSQL
6 5 (22.73%) R
6 5 (22.73%) Data Visualisation
6 5 (22.73%) MapReduce
6 5 (22.73%) Tableau
6 5 (22.73%) Hadoop
6 5 (22.73%) Visualisation
6 5 (22.73%) Open Source
6 5 (22.73%) QlikView
6 5 (22.73%) Continuous Integration
6 5 (22.73%) SQL Server Analysis Services
6 5 (22.73%) SQL Server Integration Services
6 5 (22.73%) MDX
6 5 (22.73%) QA
6 5 (22.73%) Data Management

ETL
Top Related IT Skills in Northampton 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 (22.73%) Apache Spark
1 5 (22.73%) SAS
2 3 (13.64%) Apache Pig
Applications
1 5 (22.73%) MS Excel
Database & Business Intelligence
1 5 (22.73%) Amazon Redshift
1 5 (22.73%) Big Data
1 5 (22.73%) Data Warehouse
1 5 (22.73%) Hadoop
1 5 (22.73%) Microsoft Analysis Services
1 5 (22.73%) MongoDB
1 5 (22.73%) MySQL
1 5 (22.73%) NoSQL
1 5 (22.73%) OLAP
1 5 (22.73%) OLAP Cube
1 5 (22.73%) Parquet
1 5 (22.73%) QlikView
1 5 (22.73%) SQL Server
1 5 (22.73%) SQL Server Analysis Services
1 5 (22.73%) SQL Server Integration Services
1 5 (22.73%) SQL Server Reporting Services
2 3 (13.64%) Apache Hive
2 3 (13.64%) Impala
Development Applications
1 6 (27.27%) Talend Open Studio
General
1 5 (22.73%) Legal
2 2 (9.09%) Finance
2 2 (9.09%) Retail
Job Titles
1 10 (45.45%) Analyst
1 10 (45.45%) Data Analyst
1 10 (45.45%) Developer
2 5 (22.73%) Data Warehouse Developer
3 4 (18.18%) Business Intelligence Developer
3 4 (18.18%) Data Quality Analyst
3 4 (18.18%) ETL Analyst
3 4 (18.18%) SQL Analyst
3 4 (18.18%) SQL BI Developer
3 4 (18.18%) SQL Data Analyst
3 4 (18.18%) SQL Developer
3 4 (18.18%) SQL Server BI Developer
3 4 (18.18%) SQL Server Data Warehouse Developer
3 4 (18.18%) SQL Server Developer
3 4 (18.18%) SSAS Developer
3 4 (18.18%) SSIS Developer
4 2 (9.09%) Architect
4 2 (9.09%) ETL Architect
4 2 (9.09%) SOA Architect
4 2 (9.09%) Solutions Architect
Libraries, Frameworks & Software Standards
1 5 (22.73%) MDX
2 3 (13.64%) JSON
2 3 (13.64%) XML
Miscellaneous
1 14 (63.64%) Analytical Skills
2 10 (45.45%) Data Structures
3 5 (22.73%) Visualisation
Processes & Methodologies
1 10 (45.45%) Business Intelligence
2 9 (40.91%) Data Governance
3 7 (31.82%) Agile Software Development
4 5 (22.73%) Analytics
4 5 (22.73%) Big Data Analytics
4 5 (22.73%) Continuous Integration
4 5 (22.73%) Data Acquisition
4 5 (22.73%) Data Analysis
4 5 (22.73%) Data Analytics
4 5 (22.73%) Data Management
4 5 (22.73%) Data Visualisation
4 5 (22.73%) MapReduce
4 5 (22.73%) Open Source
5 3 (13.64%) Statistical Analysis
6 2 (9.09%) Coaching
6 2 (9.09%) Mentoring
6 2 (9.09%) Scrum
6 2 (9.09%) SOA
6 2 (9.09%) Waterfall
7 1 (4.55%) ERP
Programming Languages
1 14 (63.64%) SQL
2 5 (22.73%) Java
2 5 (22.73%) Python
2 5 (22.73%) R
2 5 (22.73%) VBA
3 3 (13.64%) JavaScript
Quality Assurance & Compliance
1 10 (45.45%) Data Quality
2 5 (22.73%) QA
Systems Management
1 2 (9.09%) MOM
Vendors
1 6 (27.27%) Talend
2 5 (22.73%) Microsoft
2 5 (22.73%) Oracle
2 5 (22.73%) Tableau
3 2 (9.09%) WSO2
4 1 (4.55%) Google