Period
to 26 May 2018

The following table provides summary statistics for permanent job vacancies advertised in Peterborough 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 26 May 2018 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Cambridgeshire > Peterborough
6 months to
26 May 2018
Same period 2017 Same period 2016
Rank 73 - 51
Rank change year-on-year - +51 +2
Permanent jobs citing ETL 16 0 21
As % of all permanent IT jobs advertised in Peterborough 1.84% - 3.31%
As % of the Processes & Methodologies category 2.09% - 3.73%
Number of salaries quoted 4 0 21
Peterborough median annual salary £45,000 - £45,000
Cambridgeshire median annual salary £44,400 £44,500 £47,500
% change year-on-year -0.22% -6.32% -29.63%

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 Peterborough with a requirement for process or methodology skills.

All Process and Methodology Skills
Peterborough
Permanent vacancies with a requirement for process or methodology skills 764 449 563
As % of all permanent IT jobs advertised in Peterborough 88.02% 81.19% 88.80%
Number of salaries quoted 393 330 445
Peterborough median annual salary £42,500 £45,000 £40,000
Median salary % change year-on-year -5.56% +12.50% -5.88%
10th Percentile £26,250 £24,725 £25,000
90th Percentile £67,500 £62,500 £58,750
Cambridgeshire median annual salary £45,500 £45,000 £43,250
% change year-on-year +1.11% +4.05% +1.76%

ETL
Job Vacancy Trend in Peterborough

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

Job vacancy trend for ETL in Peterborough

ETL
Salary Trend in Peterborough

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

Salary trend for ETL in Peterborough

For the 6 months to 26 May 2018, IT jobs citing ETL also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Peterborough region with a requirement for ETL.

1 16 (100.00%) SQL Server
1 16 (100.00%) SQL Server Integration Services
2 14 (87.50%) SQL Server Reporting Services
2 14 (87.50%) Data Warehouse
3 13 (81.25%) Business Intelligence
4 11 (68.75%) Microsoft
4 11 (68.75%) SQL Server Analysis Services
5 10 (62.50%) Data Integration
5 10 (62.50%) Cognos TM1
5 10 (62.50%) Analytics
5 10 (62.50%) Cognos Business Intelligence
5 10 (62.50%) Cognos
6 8 (50.00%) Microsoft Excel
7 7 (43.75%) Oracle
7 7 (43.75%) Hyperion
7 7 (43.75%) Informatica
7 7 (43.75%) BizTalk Server
7 7 (43.75%) Middleware
7 7 (43.75%) Data Modelling
7 7 (43.75%) SOA
7 7 (43.75%) Power BI
7 7 (43.75%) Microsoft Power View
7 7 (43.75%) PowerPivot
7 7 (43.75%) Oracle SOA Suite
7 7 (43.75%) Talend
8 5 (31.25%) T-SQL
9 3 (18.75%) Microsoft Azure
9 3 (18.75%) SQL Server 2012
9 3 (18.75%) Performance Tuning
9 3 (18.75%) Presales

ETL
Co-occurring IT Skills in Peterborough 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 7 (43.75%) BizTalk Server
1 7 (43.75%) Oracle SOA Suite
Applications
1 8 (50.00%) Microsoft Excel
Business Applications
1 10 (62.50%) Cognos Business Intelligence
1 10 (62.50%) Cognos TM1
Cloud Services
1 3 (18.75%) Azure Data Factory
1 3 (18.75%) Microsoft Azure
Database & Business Intelligence
1 16 (100.00%) SQL Server
1 16 (100.00%) SQL Server Integration Services
2 14 (87.50%) Data Warehouse
2 14 (87.50%) SQL Server Reporting Services
3 11 (68.75%) SQL Server Analysis Services
4 7 (43.75%) Microsoft Power View
4 7 (43.75%) Power BI
4 7 (43.75%) PowerPivot
5 3 (18.75%) SQL Server 2012
5 3 (18.75%) SQL Server 2016
6 2 (12.50%) Relational Database
7 1 (6.25%) Crystal Reports
7 1 (6.25%) OLAP
7 1 (6.25%) WebFOCUS
General
1 2 (12.50%) Finance
2 1 (6.25%) Retail
Job Titles
1 10 (62.50%) Business Intelligence Developer
1 10 (62.50%) Developer
2 7 (43.75%) Architect
2 7 (43.75%) Business Intelligence Architect
2 7 (43.75%) Report Developer
3 3 (18.75%) Business Intelligence Consultant
3 3 (18.75%) Consultant
3 3 (18.75%) Data Warehouse Developer
3 3 (18.75%) Microsoft BI Consultant
3 3 (18.75%) Microsoft Consultant
3 3 (18.75%) Technical Consultant
4 2 (12.50%) Data Engineer
5 1 (6.25%) Administrator
5 1 (6.25%) DBA
5 1 (6.25%) Junior
5 1 (6.25%) Junior Data Engineer
5 1 (6.25%) SQL DBA
5 1 (6.25%) SQL Server DBA
Libraries, Frameworks & Software Standards
1 7 (43.75%) Middleware
Miscellaneous
1 2 (12.50%) Analytical Skills
Operating Systems
1 1 (6.25%) Windows
Processes & Methodologies
1 13 (81.25%) Business Intelligence
2 10 (62.50%) Analytics
2 10 (62.50%) Data Integration
3 7 (43.75%) Data Modelling
3 7 (43.75%) SOA
4 3 (18.75%) Mentoring
4 3 (18.75%) Performance Tuning
4 3 (18.75%) Presales
5 2 (12.50%) Creative Thinking
6 1 (6.25%) Agile Software Development
6 1 (6.25%) Data Analysis
6 1 (6.25%) Data Strategy
6 1 (6.25%) Disaster Recovery
6 1 (6.25%) Performance Optimisation
6 1 (6.25%) Problem-Solving
Programming Languages
1 5 (31.25%) T-SQL
2 2 (12.50%) SQL
Vendors
1 11 (68.75%) Microsoft
2 10 (62.50%) Cognos
3 7 (43.75%) Hyperion
3 7 (43.75%) Informatica
3 7 (43.75%) Oracle
3 7 (43.75%) Talend