The table below looks at the statistics for Big Data skills in IT jobs advertised for the Northampton region. Included is a guide to the salaries offered in IT jobs that have cited Big Data over the 3 months to 25 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Jul 2016
Same period 2015 Same period 2014
Big Data
Rank 61 70 74
Rank change year-on-year
+9 +4
Permanent jobs citing Big Data 6 6 1
As % of all permanent IT jobs located in Northampton 1.05% 0.91% 0.16%
As % of the Database & Business Intelligence category 4.58% 2.47% 0.51%
Number of salaries quoted 1 5 1
Median salary £32,500 £67,500 £42,500
Median salary % change year-on-year
-51.85% +58.82%
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year
+10.00% -
Big Data
Northamptonshire

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 Northampton region.

Database & Business Intelligence Category
Northampton
Permanent IT job ads with a match in the
Database & Business Intelligence category
131 243 198
As % of all permanent IT jobs located in Northampton 23.02% 36.71% 31.53%
Number of salaries quoted 82 220 193
Median salary £42,500 £40,000 £34,000
Median salary % change year-on-year
+6.25% +17.64%
90% offered a salary of more than £30,000 £28,500 £25,000
10% offered a salary of more than £50,000 £45,000 £52,500
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

Big Data
Jobs Demand Trend in Northampton

The demand trend of job ads across the Northampton 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 Northampton

Big Data
Salary Trend in Northampton

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

Big Data Salary Trend in Northampton

Big Data
Top 30 Related IT Skills in Northampton

For the 6 months to 25 July 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 Northampton region with a requirement for Big Data.

1 8 (100.00%) SQL
2 7 (87.50%) Python
2 7 (87.50%) Hadoop
2 7 (87.50%) NoSQL
2 7 (87.50%) R
2 7 (87.50%) Apache Spark
3 5 (62.50%) Data Management
3 5 (62.50%) Data Analysis
3 5 (62.50%) Visualisation
3 5 (62.50%) Open Source
3 5 (62.50%) QA
3 5 (62.50%) QlikView
3 5 (62.50%) ETL
3 5 (62.50%) SAS
3 5 (62.50%) Business Intelligence
3 5 (62.50%) VBA
3 5 (62.50%) Java
3 5 (62.50%) MySQL
3 5 (62.50%) Oracle
3 5 (62.50%) Parquet
3 5 (62.50%) Data Acquisition
3 5 (62.50%) Analytical Skills
3 5 (62.50%) MongoDB
3 5 (62.50%) Amazon Redshift
3 5 (62.50%) Data Visualisation
3 5 (62.50%) MapReduce
3 5 (62.50%) Tableau
3 5 (62.50%) Big Data Analytics
3 5 (62.50%) Data Analytics
3 5 (62.50%) Analytics

Big Data
Top Related IT Skills in Northampton 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 7 (87.50%) Apache Spark
2 5 (62.50%) SAS
3 3 (37.50%) Apache Pig
Database & Business Intelligence
1 7 (87.50%) Hadoop
1 7 (87.50%) NoSQL
2 5 (62.50%) Amazon Redshift
2 5 (62.50%) MongoDB
2 5 (62.50%) MySQL
2 5 (62.50%) Parquet
2 5 (62.50%) QlikView
3 3 (37.50%) Apache Hive
3 3 (37.50%) Impala
4 2 (25.00%) SQL Server
Job Titles
1 6 (75.00%) Developer
2 2 (25.00%) Analyst
2 2 (25.00%) Information Analyst
3 1 (12.50%) Applications Developer
3 1 (12.50%) Web Applications Developer
3 1 (12.50%) Web Developer
Libraries, Frameworks & Software Standards
1 3 (37.50%) JSON
1 3 (37.50%) XML
2 1 (12.50%) .NET
2 1 (12.50%) .NET Framework
2 1 (12.50%) CSS
Miscellaneous
1 5 (62.50%) Analytical Skills
1 5 (62.50%) Visualisation
2 1 (12.50%) Artificial Intelligence
Processes & Methodologies
1 5 (62.50%) Analytics
1 5 (62.50%) Big Data Analytics
1 5 (62.50%) Business Intelligence
1 5 (62.50%) Data Acquisition
1 5 (62.50%) Data Analysis
1 5 (62.50%) Data Analytics
1 5 (62.50%) Data Management
1 5 (62.50%) Data Visualisation
1 5 (62.50%) ETL
1 5 (62.50%) MapReduce
1 5 (62.50%) Open Source
2 3 (37.50%) Statistical Analysis
3 2 (25.00%) Mentoring
4 1 (12.50%) Agile Software Development
Programming Languages
1 8 (100.00%) SQL
2 7 (87.50%) Python
2 7 (87.50%) R
3 5 (62.50%) Java
3 5 (62.50%) VBA
4 4 (50.00%) JavaScript
5 1 (12.50%) C#
5 1 (12.50%) VB
Quality Assurance & Compliance
1 5 (62.50%) QA
Vendors
1 5 (62.50%) Oracle
1 5 (62.50%) Tableau