The following table provides summary statistics for permanent job vacancies advertised in Cambridge with a requirement for ETL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited ETL over the 3 months to 29 March 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Cambridgeshire / Cambridge
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 97 95 103
Rank change year-on-year -2 +8  
Permanent jobs citing ETL 11 18 8
As % of all permanent IT jobs advertised in Cambridge 0.88% 1.21% 0.55%
As % of the Processes & Methodologies category 0.97% 1.35% 0.65%
Number of salaries quoted 9 17 4
Median salary £77,500 £55,000 £82,500
Median salary % change year-on-year +40.90% -33.33%  
90% offered a salary of more than £40,800 £43,000 £71,500
10% offered a salary of more than £101,000 £60,000 £90,000
UK excluding London median salary £45,000 £45,000 £45,000

ETL is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cambridge with a requirement for process and methodology skills.

Process & Methodology Skills
Cambridge
Permanent job vacancies with a requirement for process and methodology skills 1138 1337 1230
As % of all permanent IT job vacancies advertised in Cambridge 91.48% 90.03% 84.02%
Number of salaries quoted 838 1021 1009
Median salary £46,000 £44,500 £45,000
Median salary % change year-on-year +3.37% -1.11%  
90% offered a salary of more than £30,000 £31,000 £30,000
10% offered a salary of more than £70,000 £57,500 £62,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

ETL
Job Vacancy Trend in Cambridge

The job posting trend of jobs advertised in Cambridge citing ETL as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for ETL in Cambridge

ETL
Salary Trend in Cambridge

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

Salary trend for ETL in Cambridge

ETL
Salary Histogram in Cambridge

The salary distribution of IT jobs citing ETL in Cambridge over the 3 months to 29 March 2017.

Salary histogram for ETL in Cambridge

For the 6 months to 29 March 2017, 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 Cambridge region with a requirement for ETL.

1 24 (72.73%) SAP
1 24 (72.73%) Business Intelligence
1 24 (72.73%) Finance
2 21 (63.64%) BusinessObjects
3 20 (60.61%) Project Management
3 20 (60.61%) Spotfire
3 20 (60.61%) Oracle BI EE
4 17 (51.52%) IT Strategy
4 17 (51.52%) Data Warehouse
4 17 (51.52%) ERP
5 16 (48.48%) Software Engineering
5 16 (48.48%) Analytical Skills
6 15 (45.45%) Business Analysis
7 14 (42.42%) SAP BW
8 13 (39.39%) Hyperion
9 12 (36.36%) Data Modelling
10 11 (33.33%) SQL
10 11 (33.33%) Analytics
10 11 (33.33%) Business Process Analysis
11 10 (30.30%) Lumira
11 10 (30.30%) Mathematics
11 10 (30.30%) JavaScript
11 10 (30.30%) PL/SQL
11 10 (30.30%) Oracle
11 10 (30.30%) Python
11 10 (30.30%) Statistics
12 9 (27.27%) Agile Software Development
12 9 (27.27%) Pharmaceutical
12 9 (27.27%) Risk Management
12 9 (27.27%) Stakeholder Management

ETL
Co-occurring IT Skills in Cambridge 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 9 (27.27%) SharePoint
2 5 (15.15%) Apache Spark
Applications
1 1 (3.03%) MS Excel
Business Applications
1 4 (12.12%) SAP CO
1 4 (12.12%) SAP FI
1 4 (12.12%) SAP FI/CO
1 4 (12.12%) SAP R/3
2 3 (9.09%) Oracle BPM
Cloud Services
1 1 (3.03%) Amazon AWS
1 1 (3.03%) Cloud Computing
Database & Business Intelligence
1 21 (63.64%) BusinessObjects
2 20 (60.61%) Oracle BI EE
2 20 (60.61%) Spotfire
3 17 (51.52%) Data Warehouse
4 14 (42.42%) SAP BW
5 10 (30.30%) Lumira
6 3 (9.09%) Big Data
6 3 (9.09%) SAP HANA
6 3 (9.09%) SQL Server
7 2 (6.06%) Data Lake
7 2 (6.06%) Relational Database
7 2 (6.06%) SQL Server Analysis Services
7 2 (6.06%) SQL Server Integration Services
7 2 (6.06%) SQL Server Reporting Services
8 1 (3.03%) MySQL
8 1 (3.03%) OLAP
8 1 (3.03%) PostgreSQL
8 1 (3.03%) Power BI
8 1 (3.03%) QlikView
8 1 (3.03%) SQL Server 2008
Development Applications
1 9 (27.27%) Oracle APEX
2 1 (3.03%) JIRA
2 1 (3.03%) Talend Open Studio
General
1 24 (72.73%) Finance
2 9 (27.27%) Pharmaceutical
3 3 (9.09%) Billing
3 3 (9.09%) Legal
4 1 (3.03%) Advertising
Job Titles
1 10 (30.30%) Project Manager
2 9 (27.27%) Architect
2 9 (27.27%) Solutions Architect
3 8 (24.24%) Business Intelligence Manager
3 8 (24.24%) Business Intelligence Project Manager
3 8 (24.24%) Systems Manager
4 7 (21.21%) Data Scientist
5 6 (18.18%) Enterprise Solutions Architect
5 6 (18.18%) Senior Architect
5 6 (18.18%) Senior Solutions Architect
6 5 (15.15%) Analyst
6 5 (15.15%) Business Intelligence Analyst
7 4 (12.12%) Consultant
8 3 (9.09%) SAP Architect
8 3 (9.09%) SAP CO Consultant
8 3 (9.09%) SAP Consultant
8 3 (9.09%) SAP FI Consultant
8 3 (9.09%) SAP FI/CO Consultant
8 3 (9.09%) SAP Financial Consultant
8 3 (9.09%) SAP Solutions Architect
Libraries, Frameworks & Software Standards
1 9 (27.27%) XML
2 6 (18.18%) REST
3 4 (12.12%) scikit-learn
4 2 (6.06%) Apache Flex
4 2 (6.06%) D3.js
Miscellaneous
1 16 (48.48%) Analytical Skills
2 4 (12.12%) Algorithms
Operating Systems
1 9 (27.27%) Unix
Processes & Methodologies
1 24 (72.73%) Business Intelligence
2 20 (60.61%) Project Management
3 17 (51.52%) ERP
3 17 (51.52%) IT Strategy
4 16 (48.48%) Software Engineering
5 15 (45.45%) Business Analysis
6 12 (36.36%) Data Modelling
7 11 (33.33%) Analytics
7 11 (33.33%) Business Process Analysis
8 10 (30.30%) Mathematics
8 10 (30.30%) Statistics
9 9 (27.27%) Agile Software Development
9 9 (27.27%) Enterprise Architecture
9 9 (27.27%) Risk Management
9 9 (27.27%) Stakeholder Management
10 8 (24.24%) Time Management
11 7 (21.21%) Data Management
12 6 (18.18%) Document Management
12 6 (18.18%) Load Testing
12 6 (18.18%) Use Case
Programming Languages
1 11 (33.33%) SQL
2 10 (30.30%) JavaScript
2 10 (30.30%) PL/SQL
2 10 (30.30%) Python
3 9 (27.27%) VBA
4 8 (24.24%) R
5 1 (3.03%) C
5 1 (3.03%) T-SQL
Qualifications
1 6 (18.18%) Degree
2 3 (9.09%) ACCA
2 3 (9.09%) SAP Certification
Vendors
1 24 (72.73%) SAP
2 13 (39.39%) Hyperion
3 10 (30.30%) Oracle
4 3 (9.09%) Cognos
4 3 (9.09%) Tableau
5 2 (6.06%) Microsoft
6 1 (3.03%) Cognizant
6 1 (3.03%) Talend
Cambridge
Nigel Frank International
Salary: £30000 - £50000 per annum + Benefits
Posted: 7 days ago
Cambridge
Edward Carter Solutions
Salary: £41000 per annum + Bonus and excellent benefits
Posted: 13 days ago
Cambridge
360 Resourcing Solutions .
Salary: £45,000 £50,000 per annum
Posted: 20 days ago