Period
to 16 August 2018

The following table provides summary statistics for permanent job vacancies advertised in the East of England 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 16 August 2018 with a comparison to the same period in the previous 2 years.

Data Lakes
England > East of England
6 months to
16 Aug 2018
Same period 2017 Same period 2016
Rank 312 368 -
Rank change year-on-year +56 - +405
Permanent jobs citing Data Lake 29 5 0
As % of all permanent IT jobs advertised in the East of England 0.25% 0.041% -
As % of the Database & Business Intelligence category 0.90% 0.15% -
Number of salaries quoted 35 4 0
East of England median annual salary £60,000 £56,250 -
Median salary % change year-on-year +6.67% - -
England median annual salary £65,000 £60,000 £70,000
% change year-on-year +8.33% -14.29% +55.56%

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 East of England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
East of England
Permanent vacancies with a requirement for database or business intelligence skills 3,232 3,405 3,679
As % of all permanent IT jobs advertised in the East of England 28.10% 28.10% 27.07%
Number of salaries quoted 2,600 2,848 3,139
East of England median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% -
10th Percentile £30,000 £29,675 £27,200
90th Percentile £72,500 £65,000 £65,000
England median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

Data Lake
Job Vacancy Trend in the East of England

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

Job vacancy trend for Data Lake in the East of England

Data Lake
Salary Trend in the East of England

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

Salary trend for Data Lake in the East of England

Data Lake
Salary Histogram in the East of England

The salary distribution of IT jobs citing Data Lake in the East of England over the 6 months to 16 August 2018.

Salary histogram for Data Lake in the East of England

Data Lake
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Lake within the East of England region over the 6 months to 16 August 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
Essex - 14 £60,000 -
Suffolk - 7 £52,500 - 1
Cambridgeshire +9 5 £50,000 -7.41% 1
Bedfordshire +10 3 - -
Data Lake
England

For the 6 months to 16 August 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 East of England region with a requirement for Data Lake.

1 28 (96.55%) Business Intelligence
2 25 (86.21%) SQL
3 22 (75.86%) Microsoft Azure
4 21 (72.41%) Azure Data Factory
5 18 (62.07%) SQL Server Analysis Services
5 18 (62.07%) SQL Server Reporting Services
5 18 (62.07%) T-SQL
5 18 (62.07%) SQL Server
5 18 (62.07%) Migration
6 17 (58.62%) PowerShell
7 16 (55.17%) NoSQL
8 15 (51.72%) SQL Server Integration Services
8 15 (51.72%) HDInsight
9 14 (48.28%) Data Virtualisation
9 14 (48.28%) Performance Tuning
10 11 (37.93%) Data Warehouse
10 11 (37.93%) Agile Software Development
11 8 (27.59%) Finance
11 8 (27.59%) ETL
11 8 (27.59%) Microsoft
12 7 (24.14%) Azure SQL Database
12 7 (24.14%) Waterfall
12 7 (24.14%) Analytics
13 6 (20.69%) Power BI
14 5 (17.24%) Problem-Solving
14 5 (17.24%) Degree
15 4 (13.79%) Risk Management
15 4 (13.79%) SOAP
15 4 (13.79%) Project Planning
15 4 (13.79%) Data Management

Data Lake
Co-occurring IT Skills in the East of England 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 3 (10.34%) Confluence
2 1 (3.45%) Apache Spark
Business Applications
1 3 (10.34%) Dynamics CRM
Cloud Services
1 22 (75.86%) Microsoft Azure
2 21 (72.41%) Azure Data Factory
3 3 (10.34%) Data Lake Analytics
Database & Business Intelligence
1 18 (62.07%) SQL Server
1 18 (62.07%) SQL Server Analysis Services
1 18 (62.07%) SQL Server Reporting Services
2 16 (55.17%) NoSQL
3 15 (51.72%) HDInsight
3 15 (51.72%) SQL Server Integration Services
4 11 (37.93%) Data Warehouse
5 7 (24.14%) Azure SQL Database
6 6 (20.69%) Power BI
7 4 (13.79%) Azure SQL Data Warehouse
8 3 (10.34%) Crystal Reports
8 3 (10.34%) Microsoft Analysis Services
8 3 (10.34%) MySQL
8 3 (10.34%) Snowflake Schema
9 2 (6.90%) Big Data
10 1 (3.45%) Cosmos DB
Development Applications
1 4 (13.79%) SoapUI
2 3 (10.34%) JIRA
General
1 8 (27.59%) Finance
2 3 (10.34%) Marketing
3 1 (3.45%) Advertising
Job Titles
1 14 (48.28%) DBA
1 14 (48.28%) SQL DBA
2 10 (34.48%) SQL Server DBA
3 5 (17.24%) Administrator
3 5 (17.24%) Senior DBA
3 5 (17.24%) Senior SQL DBA
4 4 (13.79%) Business Intelligence Developer
4 4 (13.79%) Data Scientist
4 4 (13.79%) Developer
4 4 (13.79%) QA Manager
5 3 (10.34%) Analyst
5 3 (10.34%) Business Analyst
5 3 (10.34%) Microsoft BI Developer
5 3 (10.34%) Microsoft Developer
5 3 (10.34%) Senior Analyst
5 3 (10.34%) Senior Business Analyst
5 3 (10.34%) SQL BI Developer
5 3 (10.34%) SQL Developer
5 3 (10.34%) SQL Server BI Developer
5 3 (10.34%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 4 (13.79%) SOAP
2 3 (10.34%) .NET
3 1 (3.45%) SparkR
Miscellaneous
1 4 (13.79%) Reinsurance
2 3 (10.34%) EPoS
2 3 (10.34%) Management Information System
Processes & Methodologies
1 28 (96.55%) Business Intelligence
2 18 (62.07%) Migration
3 14 (48.28%) Data Virtualisation
3 14 (48.28%) Performance Tuning
4 11 (37.93%) Agile Software Development
5 8 (27.59%) ETL
6 7 (24.14%) Analytics
6 7 (24.14%) Waterfall
7 5 (17.24%) Problem-Solving
8 4 (13.79%) Data Management
8 4 (13.79%) Data Migration
8 4 (13.79%) Data Science
8 4 (13.79%) Demand Management
8 4 (13.79%) Integration Testing
8 4 (13.79%) Load Testing
8 4 (13.79%) Matrix Organization
8 4 (13.79%) Project Planning
8 4 (13.79%) Release Management
8 4 (13.79%) Test Automation
8 4 (13.79%) Test Strategy
Programming Languages
1 25 (86.21%) SQL
2 18 (62.07%) T-SQL
3 17 (58.62%) PowerShell
4 3 (10.34%) C#
5 2 (6.90%) U-SQL
6 1 (3.45%) Data Analysis Expressions (DAX)
6 1 (3.45%) R
Qualifications
1 5 (17.24%) Degree
Quality Assurance & Compliance
1 4 (13.79%) QA
Vendors
1 8 (27.59%) Microsoft
2 4 (13.79%) Tableau
3 1 (3.45%) Databricks