The table below looks at the statistics for Big Data skills in IT jobs advertised for the St Albans region. Included is a guide to the salaries offered in IT jobs that have cited Big Data over the 3 months to 26 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Sep 2016
Same period 2015 Same period 2014
Big Data
Rank 22 - -
Rank change year-on-year
- 0
Permanent jobs citing Big Data 21 0 0
As % of all permanent IT jobs located in St Albans 10.55% - -
As % of the Database & Business Intelligence category 22.34% - -
Number of salaries quoted 13 0 0
Median salary £55,000 - -
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year
+10.00% -
Big Data
Hertfordshire

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the St Albans region.

Database & Business Intelligence Category
St Albans
Permanent IT job ads with a match in the
Database & Business Intelligence category
94 74 57
As % of all permanent IT jobs located in St Albans 47.24% 51.39% 43.18%
Number of salaries quoted 86 74 57
Median salary £47,500 £49,000 £40,000
Median salary % change year-on-year
-3.06% +22.50%
90% offered a salary of more than £35,000 £35,000 £23,500
10% offered a salary of more than £65,000 £65,000 £65,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Big Data
Jobs Demand Trend in St Albans

The demand trend of job ads across the St Albans region citing Big Data as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Big Data Jobs Demand Trend in St Albans

Big Data
Salary Trend in St Albans

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Big Data across the St Albans region.

Big Data Salary Trend in St Albans

Big Data
Top 30 Related IT Skills in St Albans

For the 6 months to 26 September 2016, IT jobs citing Big Data 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 St Albans region with a requirement for Big Data.

1 30 (88.24%) Java
2 23 (67.65%) Agile Software Development
3 19 (55.88%) Scala
4 17 (50.00%) Data Analytics
4 17 (50.00%) Analytics
5 13 (38.24%) NoSQL
6 12 (35.29%) Hadoop
6 12 (35.29%) Tableau
6 12 (35.29%) SQL Server Reporting Services
6 12 (35.29%) SQL Server Integration Services
6 12 (35.29%) Business Intelligence
6 12 (35.29%) SQL
6 12 (35.29%) T-SQL
6 12 (35.29%) SQL Server
6 12 (35.29%) ETL
7 10 (29.41%) Python
7 10 (29.41%) C#
7 10 (29.41%) Finance
8 9 (26.47%) Data Mining
8 9 (26.47%) Machine Learning
9 8 (23.53%) Analytical Skills
9 8 (23.53%) Anti-Money Laundering
9 8 (23.53%) SAS
9 8 (23.53%) SAP
9 8 (23.53%) VB.NET
9 8 (23.53%) .NET
9 8 (23.53%) Stakeholder Management
9 8 (23.53%) BusinessObjects
9 8 (23.53%) SPSS
9 8 (23.53%) Project Management

Big Data
Top Related IT Skills in St Albans 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 8 (23.53%) SAS
2 2 (5.88%) GlassFish
2 2 (5.88%) Tomcat
3 1 (2.94%) Apache
Applications
1 8 (23.53%) SPSS
Database & Business Intelligence
1 13 (38.24%) NoSQL
2 12 (35.29%) Hadoop
2 12 (35.29%) SQL Server
2 12 (35.29%) SQL Server Integration Services
2 12 (35.29%) SQL Server Reporting Services
3 9 (26.47%) Data Mining
4 8 (23.53%) BusinessObjects
4 8 (23.53%) GIS
5 4 (11.76%) OLAP
5 4 (11.76%) OLAP Cube
5 4 (11.76%) PerformancePoint
5 4 (11.76%) Power BI
5 4 (11.76%) PowerPivot
5 4 (11.76%) SQL Server 2005
5 4 (11.76%) SQL Server 2008
5 4 (11.76%) SQL Server 2012
5 4 (11.76%) SQL Server Analysis Services
6 3 (8.82%) Apache Cassandra
General
1 10 (29.41%) Finance
2 2 (5.88%) Retail
3 1 (2.94%) Games
Job Titles
1 26 (76.47%) Developer
2 21 (61.76%) Java Developer
3 8 (23.53%) Analytics Manager
3 8 (23.53%) Data Analytics Manager
3 8 (23.53%) Data Manager
3 8 (23.53%) Fraud Manager
3 8 (23.53%) Senior Analytics Manager
3 8 (23.53%) Senior Manager
3 8 (23.53%) Senior Technical Manager
3 8 (23.53%) Technical Manager
4 7 (20.59%) Senior Developer
4 7 (20.59%) Senior Java Developer
5 6 (17.65%) Scala Developer
6 5 (14.71%) Java Scala Developer
7 4 (11.76%) Business Intelligence Developer
8 2 (5.88%) Big Data Developer
8 2 (5.88%) Senior Big Data Developer
9 1 (2.94%) Games Developer
9 1 (2.94%) Java Applications Developer
9 1 (2.94%) Java Games Developer
Libraries, Frameworks & Software Standards
1 8 (23.53%) .NET
2 4 (11.76%) MDX
3 2 (5.88%) Akka
3 2 (5.88%) JMS
4 1 (2.94%) Kafka
Miscellaneous
1 8 (23.53%) Analytical Skills
1 8 (23.53%) Visualisation
2 2 (5.88%) Robotics
Processes & Methodologies
1 23 (67.65%) Agile Software Development
2 17 (50.00%) Analytics
2 17 (50.00%) Data Analytics
3 12 (35.29%) Business Intelligence
3 12 (35.29%) ETL
4 9 (26.47%) Machine Learning
5 8 (23.53%) Anti-Money Laundering
5 8 (23.53%) Data Visualisation
5 8 (23.53%) Programme Management
5 8 (23.53%) Project Management
5 8 (23.53%) Resource Management
5 8 (23.53%) Stakeholder Management
6 6 (17.65%) SDLC
7 4 (11.76%) Dimensional Modelling
7 4 (11.76%) Kimball Methodology
8 1 (2.94%) Software Engineering
Programming Languages
1 30 (88.24%) Java
2 19 (55.88%) Scala
3 12 (35.29%) SQL
3 12 (35.29%) T-SQL
4 10 (29.41%) C#
4 10 (29.41%) Python
5 8 (23.53%) VB.NET
6 2 (5.88%) C++
Qualifications
1 8 (23.53%) Degree
Vendors
1 12 (35.29%) Tableau
2 8 (23.53%) SAP
3 4 (11.76%) Microsoft
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