Period
to 14 December 2017

The following table provides summary statistics for permanent job vacancies advertised in the South West 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
England > South West
6 months to
14 Dec 2017
Same period 2016 Same period 2015
Rank 322 340 -
Rank change year-on-year +18 - -
Permanent jobs citing Data Lake 15 5 0
As % of all permanent IT jobs advertised in the South West 0.15% 0.046% -
As % of the Database & Business Intelligence category 0.45% 0.15% -
Number of salaries quoted 14 5 0
South West median annual salary £56,250 £70,000 -
Median salary % change year-on-year -19.64% - -
England median annual salary £62,500 £77,500 £70,000
% change year-on-year -19.35% +10.71% +9.38%

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 the South West with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
South West
Permanent vacancies with a requirement for database or business intelligence skills 3365 3297 3871
As % of all permanent IT jobs advertised in the South West 32.86% 30.50% 33.06%
Number of salaries quoted 2854 2819 3352
South West median annual salary £40,000 £41,500 £39,060
Median salary % change year-on-year -3.61% +6.25% +4.16%
10th Percentile £26,750 £27,500 £26,250
90th Percentile £60,000 £63,250 £60,000
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

Data Lake
Job Vacancy Trend in the South West

Job postings citing Data Lake as a percentage of all IT jobs advertised in the South West.

Job vacancy trend for Data Lake in the South West

Data Lake
Salary Trend in the South West

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

Salary trend for Data Lake in the South West

Data Lake
Salary Histogram in the South West

The salary distribution of IT jobs citing Data Lake in the South West over the 6 months to 14 December 2017.

Salary histogram for Data Lake in the South West

Data Lake
Job Locations in the South West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Lake within the South West region over the 6 months to 14 December 2017. 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
Somerset - 4 £57,500 -
Bristol -26 3 £57,500 -4.17% 1
Dorset - 3 £33,350 -
Wiltshire - 3 £55,000 -
Gloucestershire +30 1 £58,000 -17.14%
Devon - 1 £48,000 -
Data Lake
England

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 South West region with a requirement for Data Lake.

1 12 (80.00%) SQL
1 12 (80.00%) Microsoft Azure
1 12 (80.00%) Analytics
2 11 (73.33%) Business Intelligence
2 11 (73.33%) Microsoft
3 10 (66.67%) Power BI
3 10 (66.67%) Azure Data Factory
4 8 (53.33%) SQL Server Reporting Services
4 8 (53.33%) SQL Server Integration Services
4 8 (53.33%) SQL Server Analysis Services
5 7 (46.67%) SQL Server
6 6 (40.00%) Advertising
6 6 (40.00%) Azure SQL Database
6 6 (40.00%) Azure SQL Data Warehouse
6 6 (40.00%) Data Analytics
7 5 (33.33%) Data Quality
7 5 (33.33%) Master Data Management
7 5 (33.33%) Data Integration
7 5 (33.33%) Hadoop
7 5 (33.33%) Visualisation
7 5 (33.33%) Data Management
7 5 (33.33%) ETL
7 5 (33.33%) Data Warehouse
8 4 (26.67%) Data Modelling
8 4 (26.67%) Stakeholder Management
8 4 (26.67%) Big Data
8 4 (26.67%) Presales
8 4 (26.67%) HDInsight
8 4 (26.67%) Cortana Intelligence Suite
9 3 (20.00%) Data Munging

Data Lake
Co-occurring IT Skills in the South West 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 12 (80.00%) Microsoft Azure
2 10 (66.67%) Azure Data Factory
3 4 (26.67%) Cortana Intelligence Suite
4 3 (20.00%) Amazon AWS
Database & Business Intelligence
1 10 (66.67%) Power BI
2 8 (53.33%) SQL Server Analysis Services
2 8 (53.33%) SQL Server Integration Services
2 8 (53.33%) SQL Server Reporting Services
3 7 (46.67%) SQL Server
4 6 (40.00%) Azure SQL Data Warehouse
4 6 (40.00%) Azure SQL Database
5 5 (33.33%) Data Warehouse
5 5 (33.33%) Hadoop
6 4 (26.67%) Big Data
6 4 (26.67%) HDInsight
7 2 (13.33%) Data Mining
7 2 (13.33%) MySQL
7 2 (13.33%) OLAP
7 2 (13.33%) PowerPivot
7 2 (13.33%) SQL Server 2012
7 2 (13.33%) SQL Server 2014
8 1 (6.67%) Amazon Redshift
Development Applications
1 2 (13.33%) Talend Open Studio
General
1 6 (40.00%) Advertising
2 2 (13.33%) Local Government
Job Titles
1 11 (73.33%) Consultant
2 10 (66.67%) Business Intelligence Consultant
3 6 (40.00%) Microsoft BI Consultant
3 6 (40.00%) Microsoft Consultant
4 4 (26.67%) Business Consultant
4 4 (26.67%) Presales Consultant
5 3 (20.00%) Developer
6 2 (13.33%) Analytics Consultant
6 2 (13.33%) Architect
6 2 (13.33%) Business Intelligence Developer
6 2 (13.33%) Data Architect
6 2 (13.33%) Power BI Consultant
6 2 (13.33%) Power BI Developer
7 1 (6.67%) AWS Architect
7 1 (6.67%) Azure Architect
7 1 (6.67%) Azure Consultant
7 1 (6.67%) Big Data Developer
7 1 (6.67%) Cloud Architect
7 1 (6.67%) Java Scala Developer
7 1 (6.67%) Scala Developer
Libraries, Frameworks & Software Standards
1 3 (20.00%) JSON
1 3 (20.00%) REST
1 3 (20.00%) SOAP
1 3 (20.00%) Web Services
1 3 (20.00%) XML
2 2 (13.33%) MDX
3 1 (6.67%) Node.js
3 1 (6.67%) Regular Expression
Miscellaneous
1 3 (20.00%) Analytical Skills
2 2 (13.33%) Driving Licence
3 1 (6.67%) Data Structures
3 1 (6.67%) Management Information System
3 1 (6.67%) Reference Data
Processes & Methodologies
1 12 (80.00%) Analytics
2 11 (73.33%) Business Intelligence
3 6 (40.00%) Data Analytics
4 5 (33.33%) Data Integration
4 5 (33.33%) Data Management
4 5 (33.33%) ETL
4 5 (33.33%) Master Data Management
4 5 (33.33%) Visualisation
5 4 (26.67%) Data Modelling
5 4 (26.67%) Presales
5 4 (26.67%) Stakeholder Management
6 3 (20.00%) Agile Software Development
6 3 (20.00%) Data Governance
6 3 (20.00%) Data Migration
6 3 (20.00%) Data Munging
6 3 (20.00%) Data Security
6 3 (20.00%) Migration
6 3 (20.00%) Service Management
7 2 (13.33%) Data Visualisation
7 2 (13.33%) Machine Learning
Programming Languages
1 12 (80.00%) SQL
2 2 (13.33%) Java
2 2 (13.33%) R
3 1 (6.67%) C#
3 1 (6.67%) JavaScript
3 1 (6.67%) Python
3 1 (6.67%) Scala
Qualifications
1 2 (13.33%) Microsoft Certification
2 1 (6.67%) APMP
Quality Assurance & Compliance
1 5 (33.33%) Data Quality
System Software
1 2 (13.33%) HDFS
Vendors
1 11 (73.33%) Microsoft
2 2 (13.33%) Hortonworks
2 2 (13.33%) IDERA
2 2 (13.33%) Tableau
2 2 (13.33%) Talend
3 1 (6.67%) Birst
3 1 (6.67%) Oracle