Period
to 14 December 2017

The following table provides summary statistics for permanent job vacancies advertised in Cambridge with a requirement for Data Lake skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Lake over the 6 months to 14 December 2017 with a comparison to the same period in the previous 2 years.

Data Lakes
Cambridgeshire > Cambridge
6 months to
14 Dec 2017
Same period 2016 Same period 2015
Rank 177 151 -
Rank change year-on-year -26 - -
Permanent jobs citing Data Lake 1 3 0
As % of all permanent IT jobs advertised in Cambridge 0.031% 0.13% -
As % of the Database & Business Intelligence category 0.14% 0.52% -
Number of salaries quoted 1 3 0
Cambridge median annual salary £48,000 £55,000 -
Median salary % change year-on-year -12.73% - -
Cambridgeshire median annual salary £66,500 £55,000 -
% change year-on-year +20.91% - -

Data Lake is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cambridge with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Cambridge
Permanent vacancies with a requirement for database or business intelligence skills 731 582 721
As % of all permanent IT jobs advertised in Cambridge 22.87% 25.13% 25.23%
Number of salaries quoted 569 483 652
Cambridge median annual salary £46,902 £45,000 £41,500
Median salary % change year-on-year +4.23% +8.43% +3.75%
10th Percentile £31,050 £27,500 £31,250
90th Percentile £67,500 £62,500 £55,000
Cambridgeshire median annual salary £45,000 £42,500 £41,000
% change year-on-year +5.88% +3.66% +2.50%

Data Lake
Job Vacancy Trend in Cambridge

Job postings citing Data Lake as a percentage of all IT jobs advertised in Cambridge.

Job vacancy trend for Data Lake in Cambridge

Data Lake
Salary Trend in Cambridge

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

Salary trend for Data Lake in Cambridge

For the 6 months to 14 December 2017, IT jobs citing Data Lake 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 Data Lake.

1 1 (100.00%) Business Intelligence
1 1 (100.00%) Microsoft
1 1 (100.00%) Stakeholder Management
1 1 (100.00%) Agile Software Development
1 1 (100.00%) Local Government
1 1 (100.00%) Performance Management
1 1 (100.00%) Visualisation
1 1 (100.00%) Microsoft Azure
1 1 (100.00%) Data Visualisation
1 1 (100.00%) Power BI
1 1 (100.00%) Azure Data Factory

Data Lake
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:

Cloud Services
1 1 (100.00%) Azure Data Factory
1 1 (100.00%) Microsoft Azure
Database & Business Intelligence
1 1 (100.00%) Power BI
General
1 1 (100.00%) Local Government
Job Titles
1 1 (100.00%) Business Intelligence Consultant
1 1 (100.00%) Business Intelligence Developer
1 1 (100.00%) Consultant
1 1 (100.00%) Developer
1 1 (100.00%) Power BI Consultant
1 1 (100.00%) Power BI Developer
Processes & Methodologies
1 1 (100.00%) Agile Software Development
1 1 (100.00%) Business Intelligence
1 1 (100.00%) Data Visualisation
1 1 (100.00%) Performance Management
1 1 (100.00%) Stakeholder Management
1 1 (100.00%) Visualisation
Vendors
1 1 (100.00%) Microsoft