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 23 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Big Data
Northamptonshire / Northampton
Rank 38 74 56
Rank change year-on-year +36 -18  
Permanent jobs citing Big Data 15 3 12
As % of all permanent IT jobs advertised in Northampton 4.04% 0.54% 2.32%
As % of the Database & Business Intelligence category 11.63% 1.23% 6.63%
Number of salaries quoted 14 3 8
Median salary £50,000 £40,000 £53,750
Median salary % change year-on-year +25.00% -25.58%  
90% offered a salary of more than £43,250 £32,000 £38,200
10% offered a salary of more than £69,700 £40,000 £70,000
UK excluding London median salary £55,000 £50,000 £52,500
% change year-on-year +10.00% -4.76%  

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 129 244 181
As % of all permanent IT job vacancies advertised in Northampton 34.77% 44.12% 35.01%
Number of salaries quoted 114 171 166
Median salary £45,000 £40,000 £40,000
Median salary % change year-on-year +12.50% -  
90% offered a salary of more than £31,500 £30,000 £30,100
10% offered a salary of more than £51,500 £57,500 £52,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

Big Data
Job Vacancy Trend in Northampton

The job posting trend of jobs advertised in Northampton citing Big Data as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

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 23 March 2017.

Salary histogram for Big Data in Northampton

Big Data
Top 30 Related IT Skills in Northampton

For the 6 months to 23 March 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 21 (95.45%) Business Intelligence
2 19 (86.36%) Data Warehouse
3 14 (63.64%) SQL
3 14 (63.64%) Microsoft
3 14 (63.64%) Power BI
4 12 (54.55%) SQL Server
5 10 (45.45%) T-SQL
6 9 (40.91%) Data Modelling
6 9 (40.91%) Legal
7 7 (31.82%) SQL Server Reporting Services
8 6 (27.27%) Data Analysis
8 6 (27.27%) SQL Server Integration Services
8 6 (27.27%) Agile Software Development
9 5 (22.73%) Data Management
9 5 (22.73%) Analytics
10 4 (18.18%) Business Analytics
10 4 (18.18%) Dimensional Modelling
10 4 (18.18%) Data Migration
10 4 (18.18%) Project Management
10 4 (18.18%) Migration
10 4 (18.18%) OLAP
10 4 (18.18%) OLAP Cube
11 3 (13.64%) D3.js
11 3 (13.64%) XML
11 3 (13.64%) UML
11 3 (13.64%) OO
11 3 (13.64%) Data Integration
11 3 (13.64%) Data Architecture
11 3 (13.64%) Visualisation
11 3 (13.64%) Data Visualisation

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:

Applications
1 1 (4.55%) MS Excel
Business Applications
1 1 (4.55%) SAP Oil and Gas
Cloud Services
1 1 (4.55%) Amazon AWS
Database & Business Intelligence
1 19 (86.36%) Data Warehouse
2 14 (63.64%) Power BI
3 12 (54.55%) SQL Server
4 7 (31.82%) SQL Server Reporting Services
5 6 (27.27%) SQL Server Integration Services
6 4 (18.18%) OLAP
6 4 (18.18%) OLAP Cube
7 2 (9.09%) SQL Server 2016
7 2 (9.09%) SQL Server Analysis Services
7 2 (9.09%) Star Schema
8 1 (4.55%) BusinessObjects
8 1 (4.55%) BusinessObjects Business Intelligence
8 1 (4.55%) Enterprise Data Warehouse
8 1 (4.55%) SQL Server 2014
General
1 9 (40.91%) Legal
2 2 (9.09%) Advertising
3 1 (4.55%) Electronics
3 1 (4.55%) Finance
3 1 (4.55%) Games
3 1 (4.55%) Manufacturing
3 1 (4.55%) Marketing
3 1 (4.55%) Telecoms
Job Titles
1 7 (31.82%) Business Intelligence Manager
1 7 (31.82%) Developer
2 6 (27.27%) Data Warehouse Developer
3 4 (18.18%) Analyst
3 4 (18.18%) Business Intelligence Analyst
3 4 (18.18%) Business Manager
4 3 (13.64%) Architect
4 3 (13.64%) Data Architect
4 3 (13.64%) Enterprise Architect
4 3 (13.64%) Enterprise Data Architect
4 3 (13.64%) Excel Analyst
4 3 (13.64%) Senior Analyst
4 3 (13.64%) Senior Business Intelligence Analyst
4 3 (13.64%) SQL Analyst
5 1 (4.55%) .NET Developer
5 1 (4.55%) Data Migration Lead
5 1 (4.55%) SQL Developer
5 1 (4.55%) SQL Server Developer
5 1 (4.55%) VB.NET Developer
Libraries, Frameworks & Software Standards
1 3 (13.64%) D3.js
1 3 (13.64%) XML
2 1 (4.55%) .NET
2 1 (4.55%) Web Services
Miscellaneous
1 1 (4.55%) Computer Science
1 1 (4.55%) Mobile Payment
Processes & Methodologies
1 21 (95.45%) Business Intelligence
2 9 (40.91%) Data Modelling
3 6 (27.27%) Agile Software Development
3 6 (27.27%) Data Analysis
4 5 (22.73%) Analytics
4 5 (22.73%) Data Management
5 4 (18.18%) Business Analytics
5 4 (18.18%) Data Migration
5 4 (18.18%) Dimensional Modelling
5 4 (18.18%) Migration
5 4 (18.18%) Project Management
6 3 (13.64%) Data Architecture
6 3 (13.64%) Data Governance
6 3 (13.64%) Data Integration
6 3 (13.64%) Data Visualisation
6 3 (13.64%) Line Management
6 3 (13.64%) Mentoring
6 3 (13.64%) OO
6 3 (13.64%) UML
6 3 (13.64%) Visualisation
Programming Languages
1 14 (63.64%) SQL
2 10 (45.45%) T-SQL
3 1 (4.55%) VB.NET
3 1 (4.55%) VBA
Qualifications
1 1 (4.55%) Degree
Vendors
1 14 (63.64%) Microsoft
2 2 (9.09%) SAP
3 1 (4.55%) Tableau