The following table provides summary statistics for permanent job vacancies advertised in Northampton with a requirement for Big Data skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Big Data over the 3 months to 28 June 2017 with a comparison to the same period in the previous 2 years.

Big Data
Northamptonshire / Northampton
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 47 59 70
Rank change year-on-year +12 +11  
Permanent jobs citing Big Data 9 6 8
As % of all permanent IT jobs advertised in Northampton 2.37% 1.10% 1.22%
As % of the Database & Business Intelligence category 7.96% 4.05% 3.39%
Number of salaries quoted 18 1 8
Median salary £30,500 £32,500 £62,500
Median salary % change year-on-year -6.15% -48.00%  
90% offered a salary of more than £29,250 £31,250 £41,875
10% offered a salary of more than £47,925 £33,750 £76,250
UK excluding London median salary £52,500 £55,000 £47,500
% change year-on-year -4.54% +15.78%  

Big Data is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Northampton with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Northampton
Permanent job vacancies with a requirement for database and business intelligence skills 113 148 236
As % of all permanent IT job vacancies advertised in Northampton 29.74% 27.16% 35.92%
Number of salaries quoted 360 229 388
Median salary £42,500 £42,500 £42,500
90% offered a salary of more than £29,250 £21,500 £28,750
10% offered a salary of more than £55,000 £57,500 £52,500
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

Big Data
Job Vacancy Trend in Northampton

Job postings citing Big Data as a percentage of all IT jobs advertised in Northampton.

Job vacancy trend for Big Data 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 in Northampton.

Salary trend for Big Data in Northampton

Big Data
Salary Histogram in Northampton

The salary distribution of IT jobs citing Big Data in Northampton over the 3 months to 28 June 2017.

Salary histogram for Big Data in Northampton

For the 6 months to 28 June 2017, 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 24 (100.00%) Business Intelligence
2 20 (83.33%) Microsoft
2 20 (83.33%) Data Warehouse
2 20 (83.33%) Greenfield Project
3 18 (75.00%) SQL Server
4 17 (70.83%) SQL
5 16 (66.67%) Power BI
6 14 (58.33%) Data Strategy
7 11 (45.83%) T-SQL
8 9 (37.50%) Data Management
8 9 (37.50%) SQL Server Integration Services
9 8 (33.33%) SQL Server Reporting Services
9 8 (33.33%) Microsoft Excel
10 7 (29.17%) OLAP Cube
10 7 (29.17%) Dimensional Modelling
10 7 (29.17%) Project Management
10 7 (29.17%) OLAP
11 6 (25.00%) Data Modelling
11 6 (25.00%) Legal
12 5 (20.83%) Business Analytics
12 5 (20.83%) Analytics
13 4 (16.67%) Tableau
13 4 (16.67%) Amazon AWS
13 4 (16.67%) Computer Science Degree
13 4 (16.67%) BusinessObjects Business Intelligence
13 4 (16.67%) Customer Requirements
13 4 (16.67%) Agile Software Development
13 4 (16.67%) Data Analysis
13 4 (16.67%) Statistics
13 4 (16.67%) Business Development

Big Data
Co-occurring 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:

Applications
1 8 (33.33%) Microsoft Excel
Cloud Services
1 4 (16.67%) Amazon AWS
Database & Business Intelligence
1 20 (83.33%) Data Warehouse
2 18 (75.00%) SQL Server
3 16 (66.67%) Power BI
4 9 (37.50%) SQL Server Integration Services
5 8 (33.33%) SQL Server Reporting Services
6 7 (29.17%) OLAP
6 7 (29.17%) OLAP Cube
7 4 (16.67%) BusinessObjects
7 4 (16.67%) BusinessObjects Business Intelligence
8 2 (8.33%) SQL Server 2016
8 2 (8.33%) SQL Server Analysis Services
8 2 (8.33%) Star Schema
9 1 (4.17%) Enterprise Data Warehouse
9 1 (4.17%) SQL Server 2014
General
1 6 (25.00%) Legal
2 2 (8.33%) Advertising
Job Titles
1 9 (37.50%) Data Warehouse Developer
1 9 (37.50%) Developer
2 6 (25.00%) Analyst
2 6 (25.00%) Business Intelligence Analyst
2 6 (25.00%) Business Intelligence Manager
3 4 (16.67%) Business Manager
4 2 (8.33%) Architect
4 2 (8.33%) Data Architect
4 2 (8.33%) Enterprise Architect
4 2 (8.33%) Enterprise Data Architect
4 2 (8.33%) Excel Analyst
4 2 (8.33%) Senior Analyst
4 2 (8.33%) Senior Business Intelligence Analyst
4 2 (8.33%) SQL Analyst
5 1 (4.17%) Business Intelligence Lead
Libraries, Frameworks & Software Standards
1 4 (16.67%) Web Services
2 2 (8.33%) D3.js
2 2 (8.33%) XML
Miscellaneous
1 20 (83.33%) Greenfield Project
2 4 (16.67%) Computer Science
Processes & Methodologies
1 24 (100.00%) Business Intelligence
2 14 (58.33%) Data Strategy
3 9 (37.50%) Data Management
4 7 (29.17%) Dimensional Modelling
4 7 (29.17%) Project Management
5 6 (25.00%) Data Modelling
6 5 (20.83%) Analytics
6 5 (20.83%) Business Analytics
7 4 (16.67%) Agile Software Development
7 4 (16.67%) Business Development
7 4 (16.67%) Customer Requirements
7 4 (16.67%) Data Analysis
7 4 (16.67%) Mathematics
7 4 (16.67%) Statistics
8 2 (8.33%) Data Architecture
8 2 (8.33%) Data Governance
8 2 (8.33%) Data Integration
8 2 (8.33%) Data Migration
8 2 (8.33%) Data Visualisation
8 2 (8.33%) Visualisation
Programming Languages
1 17 (70.83%) SQL
2 11 (45.83%) T-SQL
3 4 (16.67%) VBA
Qualifications
1 4 (16.67%) Computer Science Degree
1 4 (16.67%) Degree
Vendors
1 20 (83.33%) Microsoft
2 4 (16.67%) SAP
2 4 (16.67%) Tableau