Period
to 22 January 2019

The following table provides summary statistics for permanent job vacancies advertised in Northampton with a requirement for Data Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analysis over the 6 months to 22 January 2019 with a comparison to the same period in the previous 2 years.

Data Analysis
Northamptonshire > Northampton
6 months to
22 Jan 2019
Same period 2018 Same period 2017
Rank 68 61 73
Rank change year-on-year -7 +12 +36
Permanent jobs citing Data Analysis 14 16 20
As % of all permanent IT jobs advertised in Northampton 1.88% 2.32% 2.24%
As % of the Processes & Methodologies category 2.01% 2.48% 2.46%
Number of salaries quoted 9 13 8
Northampton median annual salary £35,000 £35,000 £46,000
Median salary % change year-on-year - -23.91% -3.66%
10th Percentile £32,100 £32,500 £30,750
90th Percentile £38,650 £43,750 £63,375
Northamptonshire median annual salary £35,000 £35,000 £43,500
% change year-on-year - -19.54% +12.26%

Data Analysis is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Northampton with a requirement for process or methodology skills.

All Process and Methodology Skills
Northampton
Permanent vacancies with a requirement for process or methodology skills 696 645 812
As % of all permanent IT jobs advertised in Northampton 93.55% 93.48% 90.93%
Number of salaries quoted 478 513 550
Northampton median annual salary £42,500 £41,000 £42,500
Median salary % change year-on-year +3.66% -3.53% +1.98%
10th Percentile £27,500 £21,300 £25,975
90th Percentile £65,000 £62,500 £59,500
Northamptonshire median annual salary £42,500 £42,500 £42,500

Data Analysis
Job Vacancy Trend in Northampton

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

Job vacancy trend for Data Analysis in Northampton

Data Analysis
Salary Trend in Northampton

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

Salary trend for Data Analysis in Northampton

For the 6 months to 22 January 2019, IT jobs citing Data Analysis 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 Northampton region with a requirement for Data Analysis.

1 7 (50.00%) Business Intelligence
1 7 (50.00%) Finance
2 6 (42.86%) SQL
3 5 (35.71%) HTML
3 5 (35.71%) MySQL
3 5 (35.71%) CSS
3 5 (35.71%) OOP
3 5 (35.71%) OO
3 5 (35.71%) E-Commerce
3 5 (35.71%) Back Office
3 5 (35.71%) PHP
3 5 (35.71%) CakePHP
4 4 (28.57%) CodeIgniter
4 4 (28.57%) Hadoop
4 4 (28.57%) Business Analysis
4 4 (28.57%) MVC
4 4 (28.57%) Risk Management
4 4 (28.57%) SDLC
5 3 (21.43%) Banking
5 3 (21.43%) Retail
6 2 (14.29%) Agile Software Development
6 2 (14.29%) Project Planning
6 2 (14.29%) Credit Risk
6 2 (14.29%) Use Case
6 2 (14.29%) Apache Hive
6 2 (14.29%) NoSQL
6 2 (14.29%) Natural Language Processing
6 2 (14.29%) MapReduce
6 2 (14.29%) Front Office
6 2 (14.29%) User Acceptance Testing

Data Analysis
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:

Application Platforms
1 2 (14.29%) Apache Spark
1 2 (14.29%) SharePoint
2 1 (7.14%) SAS
Applications
1 1 (7.14%) Microsoft Excel
1 1 (7.14%) Microsoft Office
Communications & Networking
1 1 (7.14%) DNS
1 1 (7.14%) Internet
1 1 (7.14%) SSL
Database & Business Intelligence
1 5 (35.71%) MySQL
2 4 (28.57%) Hadoop
3 2 (14.29%) Apache Hive
3 2 (14.29%) Big Data
3 2 (14.29%) NoSQL
3 2 (14.29%) Relational Database
4 1 (7.14%) Data Mining
4 1 (7.14%) Data Warehouse
4 1 (7.14%) HBase
4 1 (7.14%) Impala
4 1 (7.14%) Power BI
4 1 (7.14%) QlikView
4 1 (7.14%) SQL Server Integration Services
4 1 (7.14%) SQL Server Reporting Services
4 1 (7.14%) Text Mining
General
1 7 (50.00%) Finance
2 5 (35.71%) Back Office
3 3 (21.43%) Banking
3 3 (21.43%) Retail
4 2 (14.29%) Front Office
5 1 (7.14%) Local Government
Job Titles
1 6 (42.86%) Analyst
2 5 (35.71%) Developer
2 5 (35.71%) PHP Developer
3 4 (28.57%) Business Analyst
4 1 (7.14%) Data Analyst
4 1 (7.14%) Data Engineer
4 1 (7.14%) Data Scientist
4 1 (7.14%) PHP Laravel Developer
Libraries, Frameworks & Software Standards
1 5 (35.71%) CakePHP
1 5 (35.71%) CSS
1 5 (35.71%) HTML
2 4 (28.57%) CodeIgniter
3 2 (14.29%) Kafka
3 2 (14.29%) Natural Language Processing
3 2 (14.29%) PySpark
4 1 (7.14%) jQuery
4 1 (7.14%) Laravel
4 1 (7.14%) NumPy
4 1 (7.14%) Pandas
4 1 (7.14%) scikit-learn
4 1 (7.14%) SciPy
Miscellaneous
1 2 (14.29%) Algorithms
1 2 (14.29%) Analytical Skills
1 2 (14.29%) Credit Risk
2 1 (7.14%) Data Centre
2 1 (7.14%) Public Cloud
2 1 (7.14%) User Experience
Operating Systems
1 2 (14.29%) Unix
2 1 (7.14%) Linux
Processes & Methodologies
1 7 (50.00%) Business Intelligence
2 5 (35.71%) E-Commerce
2 5 (35.71%) OO
2 5 (35.71%) OOP
3 4 (28.57%) Business Analysis
3 4 (28.57%) MVC
3 4 (28.57%) Risk Management
3 4 (28.57%) SDLC
4 2 (14.29%) Coaching
4 2 (14.29%) Collaborative Working
4 2 (14.29%) Data Transformation
4 2 (14.29%) Feasibility Study
4 2 (14.29%) Innovative Thinking
4 2 (14.29%) Logical Data Model
4 2 (14.29%) Machine Learning
4 2 (14.29%) MapReduce
4 2 (14.29%) Mentoring
4 2 (14.29%) Random Forest
4 2 (14.29%) Root Cause Analysis
4 2 (14.29%) Virtual Environments
Programming Languages
1 6 (42.86%) SQL
2 5 (35.71%) PHP
3 2 (14.29%) Python
4 1 (7.14%) Java
4 1 (7.14%) JavaScript
4 1 (7.14%) Scala
4 1 (7.14%) T-SQL
Qualifications
1 1 (7.14%) Degree
Quality Assurance & Compliance
1 1 (7.14%) QA
Systems Management
1 1 (7.14%) Hadoop YARN
Vendors
1 1 (7.14%) Microsoft
1 1 (7.14%) Tableau