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 29 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Aug 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 47 55 72
Rank change year-on-year
+8 +17
Permanent jobs citing ETL 9 17 4
As % of all permanent IT jobs located in Northampton 1.88% 2.37% 0.60%
As % of the Processes & Methodologies category 2.11% 2.66% 0.71%
Number of salaries quoted 1 17 4
Median salary £50,000 £55,000 £48,750
Median salary % change year-on-year
-9.09% +12.82%
UK excluding London median salary £45,000 £45,000 £45,000
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
426 639 564
As % of all permanent IT jobs located in Northampton 88.94% 89.00% 84.05%
Number of salaries quoted 263 589 519
Median salary £40,000 £42,500 £41,500
Median salary % change year-on-year
-5.88% +2.40%
90% offered a salary of more than £30,000 £30,000 £28,500
10% offered a salary of more than £60,000 £60,000 £57,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 29 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 Northampton region with a requirement for ETL.

1 11 (50.00%) SQL
1 11 (50.00%) Agile Software Development
1 11 (50.00%) Analytical Skills
2 10 (45.45%) Business Intelligence
3 8 (36.36%) Talend
3 8 (36.36%) Talend Open Studio
4 6 (27.27%) Waterfall
4 6 (27.27%) Data Governance
4 6 (27.27%) Data Quality
4 6 (27.27%) Mentoring
4 6 (27.27%) Coaching
4 6 (27.27%) WSO2
4 6 (27.27%) SOA
4 6 (27.27%) MOM
4 6 (27.27%) Scrum
4 6 (27.27%) Data Structures
5 5 (22.73%) OLAP Cube
5 5 (22.73%) Parquet
5 5 (22.73%) Data Acquisition
5 5 (22.73%) Data Management
5 5 (22.73%) Microsoft Analysis Services
5 5 (22.73%) SQL Server Reporting Services
5 5 (22.73%) Data Analysis
5 5 (22.73%) SQL Server Integration Services
5 5 (22.73%) MDX
5 5 (22.73%) SAS
5 5 (22.73%) Microsoft
5 5 (22.73%) VBA
5 5 (22.73%) MySQL
5 5 (22.73%) Oracle

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 8 (36.36%) Talend Open Studio
General
1 5 (22.73%) Legal
2 3 (13.64%) Finance
2 3 (13.64%) Retail
Job Titles
1 10 (45.45%) Developer
2 6 (27.27%) Analyst
2 6 (27.27%) Architect
2 6 (27.27%) Data Analyst
2 6 (27.27%) Integration Architect
2 6 (27.27%) Solutions Architect
3 5 (22.73%) Data Warehouse Developer
4 4 (18.18%) Business Intelligence Developer
4 4 (18.18%) SQL BI Developer
4 4 (18.18%) SQL Developer
4 4 (18.18%) SQL Server BI Developer
4 4 (18.18%) SQL Server Data Warehouse Developer
4 4 (18.18%) SQL Server Developer
4 4 (18.18%) SSAS Developer
4 4 (18.18%) SSIS Developer
5 3 (13.64%) ETL Architect
5 3 (13.64%) SOA Architect
6 2 (9.09%) Data Quality Analyst
6 2 (9.09%) ETL Analyst
6 2 (9.09%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 5 (22.73%) MDX
2 3 (13.64%) JSON
2 3 (13.64%) XML
Miscellaneous
1 11 (50.00%) Analytical Skills
2 6 (27.27%) Data Structures
3 5 (22.73%) Visualisation
Processes & Methodologies
1 11 (50.00%) Agile Software Development
2 10 (45.45%) Business Intelligence
3 6 (27.27%) Coaching
3 6 (27.27%) Data Governance
3 6 (27.27%) Mentoring
3 6 (27.27%) Scrum
3 6 (27.27%) SOA
3 6 (27.27%) Waterfall
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
Programming Languages
1 11 (50.00%) 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 6 (27.27%) Data Quality
2 5 (22.73%) QA
Systems Management
1 6 (27.27%) MOM
Vendors
1 8 (36.36%) Talend
2 6 (27.27%) WSO2
3 5 (22.73%) Microsoft
3 5 (22.73%) Oracle
3 5 (22.73%) Tableau