Period
to 19 September 2019

The following table provides summary statistics for permanent job vacancies advertised in Northampton with a requirement for Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytics over the 6 months to 19 September 2019 with a comparison to the same period in the previous 2 years.

Analytics
Northamptonshire > Northampton
6 months to
19 Sep 2019
Same period 2018 Same period 2017
Rank 23 50 40
Rank change year-on-year +27 -10 +15
Permanent jobs citing Analytics 38 39 44
As % of all permanent IT jobs advertised in Northampton 7.84% 4.31% 5.81%
As % of the Processes & Methodologies category 9.11% 4.70% 6.14%
Number of salaries quoted 22 12 25
Northampton median annual salary £52,500 £52,500 £50,000
Median salary % change year-on-year - +5.00% +42.86%
10th Percentile £31,500 £36,250 £38,000
90th Percentile £80,425 £63,250 £57,500
Northamptonshire median annual salary £52,500 £52,500 £48,250
% change year-on-year - +8.81% +37.86%

Analytics 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 417 829 717
As % of all permanent IT jobs advertised in Northampton 85.98% 91.70% 94.72%
Number of salaries quoted 310 586 530
Northampton median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £27,500 £27,500 £23,950
90th Percentile £73,000 £63,750 £60,000
Northamptonshire median annual salary £45,000 £44,000 £42,500
% change year-on-year +2.27% +3.53% +10.39%

Analytics
Job Vacancy Trend in Northampton

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

Job vacancy trend for Analytics in Northampton

Analytics
Salary Trend in Northampton

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

Salary trend for Analytics in Northampton

Analytics
Salary Histogram in Northampton

The salary distribution of IT jobs citing Analytics in Northampton over the 6 months to 19 September 2019.

Salary histogram for Analytics in Northampton

For the 6 months to 19 September 2019, IT jobs citing Analytics 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 Analytics.

1 24 (63.16%) Business Intelligence
2 21 (55.26%) Tableau
3 17 (44.74%) Agile Software Development
4 16 (42.11%) Artificial Intelligence
5 15 (39.47%) SQL
6 14 (36.84%) Data Warehouse
6 14 (36.84%) Python
6 14 (36.84%) Software Engineering
6 14 (36.84%) Scrum
7 13 (34.21%) Retail
8 12 (31.58%) Google
8 12 (31.58%) Machine Learning
8 12 (31.58%) Test Automation
8 12 (31.58%) Visualisation
8 12 (31.58%) BigQuery
8 12 (31.58%) GCP
8 12 (31.58%) Data Lake
9 11 (28.95%) Data Analytics
10 10 (26.32%) SAS
10 10 (26.32%) SQL Server Integration Services
10 10 (26.32%) SQL Server Reporting Services
11 9 (23.68%) Finance
11 9 (23.68%) SPSS
11 9 (23.68%) Data Visualisation
11 9 (23.68%) Power BI
11 9 (23.68%) Multichannel Retail
11 9 (23.68%) Power Platform
12 8 (21.05%) BusinessObjects
12 8 (21.05%) SQL Server
13 7 (18.42%) E-Commerce

Analytics
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 10 (26.32%) SAS
2 4 (10.53%) Smallworld
3 3 (7.89%) Apache Spark
3 3 (7.89%) Elasticsearch
Applications
1 9 (23.68%) SPSS
Cloud Services
1 12 (31.58%) GCP
2 9 (23.68%) Power Platform
3 4 (10.53%) AWS
4 3 (7.89%) Azure
Communications & Networking
1 1 (2.63%) Kerberos
Database & Business Intelligence
1 14 (36.84%) Data Warehouse
2 12 (31.58%) BigQuery
2 12 (31.58%) Data Lake
3 10 (26.32%) SQL Server Integration Services
3 10 (26.32%) SQL Server Reporting Services
4 9 (23.68%) Power BI
5 8 (21.05%) BusinessObjects
5 8 (21.05%) SQL Server
6 6 (15.79%) OLAP
6 6 (15.79%) OLAP Cube
7 5 (13.16%) BusinessObjects Business Intelligence
7 5 (13.16%) Hadoop
8 4 (10.53%) GIS
8 4 (10.53%) NoSQL
9 3 (7.89%) Big Data
9 3 (7.89%) SAP BW
9 3 (7.89%) Semantic Layer
10 2 (5.26%) BusinessObjects Web Intelligence
10 2 (5.26%) SAP HANA
11 1 (2.63%) QlikView
Development Applications
1 1 (2.63%) Git (software)
1 1 (2.63%) Jenkins
1 1 (2.63%) Sonatype Nexus
General
1 13 (34.21%) Retail
2 9 (23.68%) Finance
3 4 (10.53%) Billing
3 4 (10.53%) Games
3 4 (10.53%) Telecoms
4 2 (5.26%) Financial Institution
4 2 (5.26%) Marketing
5 1 (2.63%) Banking
Job Titles
1 17 (44.74%) Business Intelligence Developer
1 17 (44.74%) Developer
2 11 (28.95%) Business Developer
2 11 (28.95%) Senior Business Intelligence Developer
2 11 (28.95%) Senior Developer
3 7 (18.42%) Backend Developer
3 7 (18.42%) Senior Backend Developer
4 6 (15.79%) Data Visualisation Developer
5 5 (13.16%) Analyst
5 5 (13.16%) Insight Manager
6 4 (10.53%) Fibre Planner
6 4 (10.53%) Head of Engineering
6 4 (10.53%) Information Manager
6 4 (10.53%) MI Manager
7 3 (7.89%) SAP Analyst
7 3 (7.89%) SAP BusinessObjects (BO) Analyst
7 3 (7.89%) Senior SQL Developer
7 3 (7.89%) SQL BI Developer
7 3 (7.89%) SQL Developer
8 2 (5.26%) SAP BI Analyst
Libraries, Frameworks & Software Standards
1 4 (10.53%) Elastic Stack
2 2 (5.26%) Kafka
2 2 (5.26%) NumPy
2 2 (5.26%) Pandas
3 1 (2.63%) Node.js
Miscellaneous
1 4 (10.53%) Driving Licence
1 4 (10.53%) Management Information System
2 1 (2.63%) Analytical Skills
2 1 (2.63%) Credit Risk
2 1 (2.63%) Public Cloud
2 1 (2.63%) Self-Motivation
2 1 (2.63%) User Experience
Operating Systems
1 1 (2.63%) Linux
1 1 (2.63%) Unix
Processes & Methodologies
1 24 (63.16%) Business Intelligence
2 17 (44.74%) Agile Software Development
3 16 (42.11%) Artificial Intelligence
4 14 (36.84%) Scrum
4 14 (36.84%) Software Engineering
5 12 (31.58%) Machine Learning
5 12 (31.58%) Test Automation
5 12 (31.58%) Visualisation
6 11 (28.95%) Data Analytics
7 9 (23.68%) Data Visualisation
7 9 (23.68%) Multichannel Retail
8 7 (18.42%) E-Commerce
9 6 (15.79%) Digital Transformation Programme
9 6 (15.79%) Storytelling
10 5 (13.16%) Project Management
11 4 (10.53%) CRM
11 4 (10.53%) Customer Insight
11 4 (10.53%) ETL
11 4 (10.53%) Mathematics
11 4 (10.53%) Network Optimisation
Programming Languages
1 15 (39.47%) SQL
2 14 (36.84%) Python
3 5 (13.16%) R
4 2 (5.26%) Java
4 2 (5.26%) JavaScript
4 2 (5.26%) Ruby
4 2 (5.26%) Scala
5 1 (2.63%) C
Qualifications
1 1 (2.63%) Degree
1 1 (2.63%) Master's Degree
Quality Assurance & Compliance
1 4 (10.53%) Data Quality
2 2 (5.26%) GDPR
3 1 (2.63%) IFRS
3 1 (2.63%) IFRS 9
3 1 (2.63%) PMO
System Software
1 4 (10.53%) Apache Flume
2 1 (2.63%) Docker
Systems Management
1 3 (7.89%) Kibana
2 1 (2.63%) Kubernetes
2 1 (2.63%) logstash
2 1 (2.63%) Opscode Chef
Vendors
1 21 (55.26%) Tableau
2 12 (31.58%) Google
3 6 (15.79%) SAP
4 1 (2.63%) Ab Initio
4 1 (2.63%) Hyperion
4 1 (2.63%) Oracle
4 1 (2.63%) Splunk
4 1 (2.63%) Teradata