Period
to 17 January 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 17 January 2019 with a comparison to the same period in the previous 2 years.

Analytics
Northamptonshire > Northampton
6 months to
17 Jan 2019
Same period 2018 Same period 2017
Rank 56 67 53
Rank change year-on-year +11 -14 +37
Permanent jobs citing Analytics 28 8 40
As % of all permanent IT jobs advertised in Northampton 3.75% 1.13% 4.39%
As % of the Processes & Methodologies category 4.01% 1.21% 4.82%
Number of salaries quoted 10 1 17
Northampton median annual salary £51,500 £47,500 £47,500
Median salary % change year-on-year +8.42% - +18.75%
10th Percentile £30,550 £43,750 £35,750
90th Percentile £55,600 £51,250 £67,500
Northamptonshire median annual salary £53,000 £42,500 £46,250
% change year-on-year +24.71% -8.11% +15.63%

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 698 663 830
As % of all permanent IT jobs advertised in Northampton 93.44% 93.78% 91.01%
Number of salaries quoted 478 513 564
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 £26,075
90th Percentile £65,000 £62,500 £59,275
Northamptonshire median annual salary £42,500 £42,500 £41,500
% change year-on-year - +2.41% +3.75%

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 17 January 2019.

Salary histogram for Analytics in Northampton

For the 6 months to 17 January 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 18 (64.29%) SQL
2 17 (60.71%) Business Intelligence
2 17 (60.71%) Retail
2 17 (60.71%) Multichannel Retail
3 14 (50.00%) SAS
4 13 (46.43%) SQL Server
4 13 (46.43%) SPSS
4 13 (46.43%) SQL Server Integration Services
4 13 (46.43%) Tableau
5 12 (42.86%) Microsoft
5 12 (42.86%) BusinessObjects
6 10 (35.71%) Test Automation
7 8 (28.57%) Analytical Skills
7 8 (28.57%) BigQuery
7 8 (28.57%) Google Cloud Platform
7 8 (28.57%) Data Warehouse
7 8 (28.57%) Software Engineering
7 8 (28.57%) Google
8 7 (25.00%) Enterprise Architecture
8 7 (25.00%) Infor
8 7 (25.00%) Agile Software Development
8 7 (25.00%) ITIL
8 7 (25.00%) Coaching
8 7 (25.00%) Talend
9 6 (21.43%) Java
9 6 (21.43%) Incident Management
9 6 (21.43%) Degree
10 5 (17.86%) Marketing
10 5 (17.86%) Artificial Intelligence
10 5 (17.86%) Management Information System

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 14 (50.00%) SAS
2 4 (14.29%) Apache Spark
3 2 (7.14%) Elasticsearch
4 1 (3.57%) Confluence
Applications
1 13 (46.43%) SPSS
2 1 (3.57%) InVision
Cloud Services
1 8 (28.57%) Google Cloud Platform
2 1 (3.57%) Amazon AWS
2 1 (3.57%) OpenShift
Communications & Networking
1 2 (7.14%) Kerberos
Database & Business Intelligence
1 13 (46.43%) SQL Server
1 13 (46.43%) SQL Server Integration Services
2 12 (42.86%) BusinessObjects
3 8 (28.57%) BigQuery
3 8 (28.57%) Data Warehouse
4 5 (17.86%) Big Data
4 5 (17.86%) Hadoop
5 4 (14.29%) Data Mining
6 3 (10.71%) Relational Database
7 2 (7.14%) Apache Hive
7 2 (7.14%) Data Lake
7 2 (7.14%) HBase
7 2 (7.14%) Impala
7 2 (7.14%) NoSQL
7 2 (7.14%) Sqoop
8 1 (3.57%) Power BI
8 1 (3.57%) SQL Server 2012
8 1 (3.57%) SQL Server Analysis Services
8 1 (3.57%) SQL Server Reporting Services
Development Applications
1 1 (3.57%) Axure RP
1 1 (3.57%) Git (software)
1 1 (3.57%) JIRA
General
1 17 (60.71%) Retail
2 5 (17.86%) Marketing
3 4 (14.29%) Finance
4 2 (7.14%) Banking
5 1 (3.57%) Investment Banking
5 1 (3.57%) Law
5 1 (3.57%) Legal
5 1 (3.57%) Telecoms
Job Titles
1 5 (17.86%) Developer
1 5 (17.86%) Support Engineer
2 4 (14.29%) Analytics Consultant
2 4 (14.29%) Consultant
2 4 (14.29%) Data Consultant
3 2 (7.14%) Big Data Developer
3 2 (7.14%) Business Intelligence Developer
4 1 (3.57%) Credit Analyst
4 1 (3.57%) Designer
4 1 (3.57%) ETL Designer
4 1 (3.57%) Junior Business Intelligence Developer
4 1 (3.57%) Junior Developer
4 1 (3.57%) Operations Engineer
4 1 (3.57%) Power BI Developer
4 1 (3.57%) Senior Analyst
4 1 (3.57%) Senior Operations Engineer
4 1 (3.57%) Senior Strategy Analyst
4 1 (3.57%) SSAS Developer
4 1 (3.57%) Strategy Analyst
4 1 (3.57%) User Experience Researcher
Libraries, Frameworks & Software Standards
1 3 (10.71%) Elastic Stack
1 3 (10.71%) Kafka
2 2 (7.14%) HTML5 Canvas
2 2 (7.14%) NumPy
2 2 (7.14%) Pandas
2 2 (7.14%) Spark Streaming
3 1 (3.57%) CSS
3 1 (3.57%) HTML
3 1 (3.57%) Web Services
Miscellaneous
1 8 (28.57%) Analytical Skills
2 5 (17.86%) Management Information System
3 4 (14.29%) Data Structures
4 3 (10.71%) User Experience
5 1 (3.57%) Virtual Team
Operating Systems
1 1 (3.57%) Android
1 1 (3.57%) Apple iOS
Processes & Methodologies
1 17 (60.71%) Business Intelligence
1 17 (60.71%) Multichannel Retail
2 10 (35.71%) Test Automation
3 8 (28.57%) Software Engineering
4 7 (25.00%) Agile Software Development
4 7 (25.00%) Coaching
4 7 (25.00%) Enterprise Architecture
4 7 (25.00%) ITIL
5 6 (21.43%) Incident Management
6 5 (17.86%) Artificial Intelligence
6 5 (17.86%) Business Analytics
6 5 (17.86%) Data Science
7 4 (14.29%) Customer-Centricity
7 4 (14.29%) Decision-Making
7 4 (14.29%) Digital Transformation Programme
7 4 (14.29%) Mathematics
7 4 (14.29%) Project Management
7 4 (14.29%) Visualisation
8 3 (10.71%) Data Analytics
8 3 (10.71%) Data Visualisation
Programming Languages
1 18 (64.29%) SQL
2 6 (21.43%) Java
3 4 (14.29%) Python
3 4 (14.29%) Scala
4 3 (10.71%) JavaScript
5 2 (7.14%) R
5 2 (7.14%) Ruby
6 1 (3.57%) Data Analysis Expressions (DAX)
Qualifications
1 6 (21.43%) Degree
System Software
1 4 (14.29%) Apache Flume
2 2 (7.14%) Apache ZooKeeper
Systems Management
1 3 (10.71%) Kibana
2 2 (7.14%) Hadoop YARN
2 2 (7.14%) logstash
2 2 (7.14%) Oozie
Vendors
1 13 (46.43%) Tableau
2 12 (42.86%) Microsoft
3 8 (28.57%) Google
4 7 (25.00%) Infor
4 7 (25.00%) Talend
5 1 (3.57%) CA Agile Central
5 1 (3.57%) Splunk
5 1 (3.57%) Teradata