Period
to 18 October 2018

The following table provides summary statistics for permanent job vacancies advertised in Buckinghamshire 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 18 October 2018 with a comparison to the same period in the previous 2 years.

Data Lakes
South East > Buckinghamshire
6 months to
18 Oct 2018
Same period 2017 Same period 2016
Rank 151 161 -
Rank change year-on-year +10 - -
Permanent jobs citing Data Lake 5 6 0
As % of all permanent IT jobs advertised in Buckinghamshire 0.20% 0.21% -
As % of the Database & Business Intelligence category 0.58% 0.58% -
Number of salaries quoted 4 3 0
Buckinghamshire median annual salary £56,250 £38,591 -
Median salary % change year-on-year +45.76% - -
South East median annual salary £65,000 £55,000 £45,000
% change year-on-year +18.18% +22.22% +28.57%

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 Buckinghamshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Buckinghamshire
Permanent vacancies with a requirement for database or business intelligence skills 869 1,032 961
As % of all permanent IT jobs advertised in Buckinghamshire 34.42% 36.58% 31.11%
Number of salaries quoted 779 867 821
Buckinghamshire median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% +6.25%
10th Percentile £27,951 £28,550 £27,500
90th Percentile £63,750 £65,000 £57,500
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +5.88%

Data Lake
Job Vacancy Trend in Buckinghamshire

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

Job vacancy trend for Data Lake in Buckinghamshire

Data Lake
Salary Trend in Buckinghamshire

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

Salary trend for Data Lake in Buckinghamshire

Data Lake
Salary Histogram in Buckinghamshire

The salary distribution of IT jobs citing Data Lake in Buckinghamshire over the 6 months to 18 October 2018.

Salary histogram for Data Lake in Buckinghamshire

Data Lake
Job Locations in Buckinghamshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Lake within the Buckinghamshire region over the 6 months to 18 October 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Marlow - 3 £48,750 -
Milton Keynes +12 1 £112,500 +191.52%
Data Lake
South East

For the 6 months to 18 October 2018, IT jobs citing Data Lake 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 Buckinghamshire region with a requirement for Data Lake.

1 4 (80.00%) SQL
1 4 (80.00%) Analytics
2 3 (60.00%) Azure SQL Database
2 3 (60.00%) Data Analytics
2 3 (60.00%) Hadoop
2 3 (60.00%) Microsoft Azure
2 3 (60.00%) Machine Learning
2 3 (60.00%) Power BI
2 3 (60.00%) Azure Data Factory
2 3 (60.00%) SQL Server
2 3 (60.00%) Business Intelligence
2 3 (60.00%) Microsoft
2 3 (60.00%) Advertising
2 3 (60.00%) SQL Server Reporting Services
2 3 (60.00%) SQL Server Integration Services
2 3 (60.00%) SQL Server Analysis Services
3 2 (40.00%) MDX
3 2 (40.00%) SharePoint
3 2 (40.00%) ETL
3 2 (40.00%) Apache Spark
3 2 (40.00%) Office 365
3 2 (40.00%) Big Data
3 2 (40.00%) Apache Hive
3 2 (40.00%) Data Analysis Expressions (DAX)
4 1 (20.00%) HDFS
4 1 (20.00%) Analytical Skills
4 1 (20.00%) R
4 1 (20.00%) Data Visualisation
4 1 (20.00%) Visualisation
4 1 (20.00%) Kafka

Data Lake
Co-occurring IT Skills in Buckinghamshire 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 2 (40.00%) Apache Spark
1 2 (40.00%) SharePoint
Cloud Services
1 3 (60.00%) Azure Data Factory
1 3 (60.00%) Microsoft Azure
2 2 (40.00%) Office 365
Database & Business Intelligence
1 3 (60.00%) Azure SQL Database
1 3 (60.00%) Hadoop
1 3 (60.00%) Power BI
1 3 (60.00%) SQL Server
1 3 (60.00%) SQL Server Analysis Services
1 3 (60.00%) SQL Server Integration Services
1 3 (60.00%) SQL Server Reporting Services
2 2 (40.00%) Apache Hive
2 2 (40.00%) Big Data
3 1 (20.00%) Azure SQL Data Warehouse
3 1 (20.00%) Data Mining
3 1 (20.00%) Data Warehouse
3 1 (20.00%) HDInsight
3 1 (20.00%) SQL Server 2014
General
1 3 (60.00%) Advertising
2 1 (20.00%) Finance
2 1 (20.00%) Marketing
2 1 (20.00%) Retail
Job Titles
1 3 (60.00%) Analytics Consultant
1 3 (60.00%) Consultant
1 3 (60.00%) Data Analytics Consultant
1 3 (60.00%) Data Consultant
2 2 (40.00%) Azure Consultant
2 2 (40.00%) Business Intelligence Consultant
2 2 (40.00%) Power BI Consultant
3 1 (20.00%) Architect
3 1 (20.00%) Big Data Architect
3 1 (20.00%) Data Architect
3 1 (20.00%) Data Scientist
3 1 (20.00%) Hadoop Architect
3 1 (20.00%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 2 (40.00%) MDX
2 1 (20.00%) Kafka
Miscellaneous
1 1 (20.00%) Algorithms
1 1 (20.00%) Analytical Skills
1 1 (20.00%) Computer Science
1 1 (20.00%) Driving Licence
Processes & Methodologies
1 4 (80.00%) Analytics
2 3 (60.00%) Business Intelligence
2 3 (60.00%) Data Analytics
2 3 (60.00%) Machine Learning
3 2 (40.00%) ETL
4 1 (20.00%) Agile Software Development
4 1 (20.00%) Data Architecture
4 1 (20.00%) Data Modelling
4 1 (20.00%) Data Visualisation
4 1 (20.00%) Dimensional Modelling
4 1 (20.00%) Econometrics
4 1 (20.00%) Linear Regression
4 1 (20.00%) Logistics
4 1 (20.00%) Mathematics
4 1 (20.00%) Neural Network
4 1 (20.00%) Operations Research
4 1 (20.00%) Physics
4 1 (20.00%) Statistical Analysis
4 1 (20.00%) Statistics
4 1 (20.00%) Visualisation
Programming Languages
1 4 (80.00%) SQL
2 2 (40.00%) Data Analysis Expressions (DAX)
3 1 (20.00%) Python
3 1 (20.00%) R
Qualifications
1 1 (20.00%) PhD
System Software
1 1 (20.00%) HDFS
Vendors
1 3 (60.00%) Microsoft
2 1 (20.00%) Netezza