Period
to 18 October 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 18 October 2018 with a comparison to the same period in the previous 2 years.

Data Lakes
England > East of England
6 months to
18 Oct 2018
Same period 2017 Same period 2016
Rank 306 354 -
Rank change year-on-year +48 - -
Permanent jobs citing Data Lake 31 4 0
As % of all permanent IT jobs advertised in the East of England 0.29% 0.034% -
As % of the Database & Business Intelligence category 1.09% 0.12% -
Number of salaries quoted 31 4 0
East of England median annual salary £52,500 £56,250 -
Median salary % change year-on-year -6.67% - -
England median annual salary £65,000 £60,000 £86,250
% change year-on-year +8.33% -30.43% +91.67%

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 2,855 3,275 3,598
As % of all permanent IT jobs advertised in the East of England 26.96% 28.14% 27.18%
Number of salaries quoted 2,295 2,734 3,042
East of England median annual salary £46,000 £45,000 £45,000
Median salary % change year-on-year +2.22% - +2.27%
10th Percentile £30,000 £30,000 £27,500
90th Percentile £72,500 £66,250 £65,000
England median annual salary £50,000 £50,000 £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 18 October 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 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
Suffolk - 14 £36,500 -
Cambridgeshire +23 11 £55,000 +1.85% 1
Bedfordshire +7 4 - -
Hertfordshire +11 1 - - 1
Essex - 1 £60,000 -
Data Lake
England

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 East of England region with a requirement for Data Lake.

1 29 (93.55%) Business Intelligence
2 25 (80.65%) SQL
3 24 (77.42%) Agile Software Development
4 23 (74.19%) Data Warehouse
5 20 (64.52%) ETL
5 20 (64.52%) Microsoft Azure
6 19 (61.29%) Azure Data Factory
7 18 (58.06%) Azure SQL Database
8 17 (54.84%) Analytics
8 17 (54.84%) SQL Server
8 17 (54.84%) SQL Server Analysis Services
9 16 (51.61%) Microsoft
10 15 (48.39%) SQL Server Reporting Services
10 15 (48.39%) Power BI
11 14 (45.16%) T-SQL
12 13 (41.94%) Azure SQL Data Warehouse
12 13 (41.94%) Tableau
13 12 (38.71%) Data Modelling
13 12 (38.71%) PowerShell
14 11 (35.48%) Microsoft Analysis Services
15 10 (32.26%) NoSQL
15 10 (32.26%) Data Analytics
15 10 (32.26%) Decision-Making
16 9 (29.03%) User Stories
16 9 (29.03%) Mentoring
16 9 (29.03%) Coaching
16 9 (29.03%) Confluence
16 9 (29.03%) JIRA
16 9 (29.03%) C#
16 9 (29.03%) Snowflake Schema

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 9 (29.03%) Confluence
2 2 (6.45%) Apache Spark
Applications
1 2 (6.45%) Microsoft Excel
Business Applications
1 4 (12.90%) Dynamics CRM
Cloud Services
1 20 (64.52%) Microsoft Azure
2 19 (61.29%) Azure Data Factory
3 6 (19.35%) Data Lake Analytics
Database & Business Intelligence
1 23 (74.19%) Data Warehouse
2 18 (58.06%) Azure SQL Database
3 17 (54.84%) SQL Server
3 17 (54.84%) SQL Server Analysis Services
4 15 (48.39%) Power BI
4 15 (48.39%) SQL Server Reporting Services
5 13 (41.94%) Azure SQL Data Warehouse
6 11 (35.48%) Microsoft Analysis Services
7 10 (32.26%) NoSQL
8 9 (29.03%) Crystal Reports
8 9 (29.03%) MySQL
8 9 (29.03%) Snowflake Schema
9 8 (25.81%) SQL Server Integration Services
10 6 (19.35%) Big Data
11 4 (12.90%) Cosmos DB
12 2 (6.45%) HDInsight
12 2 (6.45%) PowerPivot
13 1 (3.23%) Apache Hive
13 1 (3.23%) Hadoop
Development Applications
1 9 (29.03%) JIRA
2 5 (16.13%) SoapUI
General
1 4 (12.90%) Finance
1 4 (12.90%) Marketing
2 1 (3.23%) Advertising
2 1 (3.23%) Legal
Job Titles
1 16 (51.61%) Developer
2 15 (48.39%) Business Intelligence Developer
3 9 (29.03%) SQL BI Developer
3 9 (29.03%) SQL Developer
3 9 (29.03%) SQL Server BI Developer
3 9 (29.03%) SQL Server Developer
4 6 (19.35%) Azure Developer
4 6 (19.35%) Microsoft BI Developer
4 6 (19.35%) Microsoft Developer
5 5 (16.13%) QA Manager
6 4 (12.90%) Analyst
6 4 (12.90%) Business Analyst
6 4 (12.90%) Business Developer
6 4 (12.90%) Data Scientist
6 4 (12.90%) Data Warehouse Developer
6 4 (12.90%) ETL Developer
6 4 (12.90%) Senior Analyst
6 4 (12.90%) Senior Business Analyst
6 4 (12.90%) SQL Server Data Warehouse Developer
7 1 (3.23%) Data Manager
Libraries, Frameworks & Software Standards
1 9 (29.03%) .NET
2 4 (12.90%) SOAP
3 2 (6.45%) JSON
4 1 (3.23%) Kafka
4 1 (3.23%) SparkR
Miscellaneous
1 4 (12.90%) EPoS
1 4 (12.90%) Management Information System
1 4 (12.90%) Reinsurance
Processes & Methodologies
1 29 (93.55%) Business Intelligence
2 24 (77.42%) Agile Software Development
3 20 (64.52%) ETL
4 17 (54.84%) Analytics
5 12 (38.71%) Data Modelling
6 10 (32.26%) Data Analytics
6 10 (32.26%) Decision-Making
7 9 (29.03%) Coaching
7 9 (29.03%) Mentoring
7 9 (29.03%) User Stories
8 8 (25.81%) Waterfall
9 6 (19.35%) Migration
9 6 (19.35%) Problem-Solving
10 5 (16.13%) Data Migration
10 5 (16.13%) Load Testing
10 5 (16.13%) Master Data Management
10 5 (16.13%) Matrix Organization
10 5 (16.13%) Release Management
10 5 (16.13%) Test Automation
11 4 (12.90%) Integration Testing
Programming Languages
1 25 (80.65%) SQL
2 14 (45.16%) T-SQL
3 12 (38.71%) PowerShell
4 9 (29.03%) C#
5 6 (19.35%) Data Analysis Expressions (DAX)
6 2 (6.45%) U-SQL
7 1 (3.23%) R
7 1 (3.23%) Scala
Qualifications
1 6 (19.35%) Degree
2 1 (3.23%) SC Cleared
2 1 (3.23%) Security Cleared
Quality Assurance & Compliance
1 7 (22.58%) QA
2 1 (3.23%) Data Quality
System Software
1 1 (3.23%) HDFS
Vendors
1 16 (51.61%) Microsoft
2 13 (41.94%) Tableau
3 4 (12.90%) Databricks