Period
to 20 November 2018

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 20 November 2018 with a comparison to the same period in the previous 2 years.

Analytics
Northamptonshire > Northampton
6 months to
20 Nov 2018
Same period 2017 Same period 2016
Rank 51 55 69
Rank change year-on-year +4 +14 +25
Permanent jobs citing Analytics 38 21 28
As % of all permanent IT jobs advertised in Northampton 4.62% 3.06% 2.84%
As % of the Processes & Methodologies category 5.03% 3.33% 3.07%
Number of salaries quoted 14 7 6
Northampton median annual salary £52,500 £55,000 £44,750
Median salary % change year-on-year -4.55% +22.91% +6.55%
10th Percentile £36,250 £47,950 £35,625
90th Percentile £58,000 £72,400 £54,375
Northamptonshire median annual salary £52,750 £51,500 £42,000
% change year-on-year +2.43% +22.62% +5.00%

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 755 630 913
As % of all permanent IT jobs advertised in Northampton 91.85% 91.84% 92.60%
Number of salaries quoted 532 458 559
Northampton median annual salary £40,250 £40,000 £40,000
Median salary % change year-on-year +0.63% - -3.03%
10th Percentile £26,250 £21,250 £25,500
90th Percentile £62,500 £60,000 £61,500
Northamptonshire median annual salary £42,500 £41,250 £40,000
% change year-on-year +3.03% +3.13% -2.44%

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 20 November 2018.

Salary histogram for Analytics in Northampton

For the 6 months to 20 November 2018, 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 26 (68.42%) SQL
2 24 (63.16%) Business Intelligence
3 21 (55.26%) SAS
3 21 (55.26%) Retail
3 21 (55.26%) Multichannel Retail
4 17 (44.74%) BusinessObjects
4 17 (44.74%) SPSS
4 17 (44.74%) Microsoft
4 17 (44.74%) SQL Server
4 17 (44.74%) SQL Server Integration Services
4 17 (44.74%) Tableau
5 11 (28.95%) Test Automation
5 11 (28.95%) Data Warehouse
6 10 (26.32%) ITIL
7 9 (23.68%) Software Engineering
7 9 (23.68%) Google
7 9 (23.68%) Talend
7 9 (23.68%) Incident Management
7 9 (23.68%) Enterprise Architecture
7 9 (23.68%) Infor
7 9 (23.68%) Coaching
7 9 (23.68%) Analytical Skills
7 9 (23.68%) BigQuery
7 9 (23.68%) Google Cloud Platform
8 8 (21.05%) Management Information System
9 7 (18.42%) Finance
9 7 (18.42%) Agile Software Development
9 7 (18.42%) Artificial Intelligence
9 7 (18.42%) Hadoop
9 7 (18.42%) Mathematics

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 21 (55.26%) SAS
2 4 (10.53%) Apache Spark
3 2 (5.26%) Elasticsearch
4 1 (2.63%) Confluence
Applications
1 17 (44.74%) SPSS
2 1 (2.63%) Adobe Illustrator
2 1 (2.63%) Fireworks
2 1 (2.63%) InVision
2 1 (2.63%) Photoshop
Cloud Services
1 9 (23.68%) Google Cloud Platform
Communications & Networking
1 2 (5.26%) Kerberos
Database & Business Intelligence
1 17 (44.74%) BusinessObjects
1 17 (44.74%) SQL Server
1 17 (44.74%) SQL Server Integration Services
2 11 (28.95%) Data Warehouse
3 9 (23.68%) BigQuery
4 7 (18.42%) Big Data
4 7 (18.42%) Hadoop
5 4 (10.53%) Data Mining
6 2 (5.26%) Apache Hive
6 2 (5.26%) HBase
6 2 (5.26%) Impala
6 2 (5.26%) NoSQL
6 2 (5.26%) Relational Database
6 2 (5.26%) Sqoop
7 1 (2.63%) Base SAS
7 1 (2.63%) BusinessObjects Business Intelligence
7 1 (2.63%) Data Lake
7 1 (2.63%) QlikView
7 1 (2.63%) SAS EBI
7 1 (2.63%) SAS Enterprise Guide
Development Applications
1 3 (7.89%) Grunt
1 3 (7.89%) gulp
1 3 (7.89%) Visual Studio Team System
1 3 (7.89%) webpack
2 1 (2.63%) Axure RP
2 1 (2.63%) Dreamweaver
2 1 (2.63%) Git (software)
2 1 (2.63%) JIRA
General
1 21 (55.26%) Retail
2 7 (18.42%) Finance
3 6 (15.79%) Marketing
4 3 (7.89%) Banking
5 1 (2.63%) General Ledger
5 1 (2.63%) Law
5 1 (2.63%) Legal
5 1 (2.63%) Telecoms
Job Titles
1 7 (18.42%) Support Engineer
2 6 (15.79%) Developer
3 5 (13.16%) Analyst
4 4 (10.53%) Analytics Consultant
4 4 (10.53%) Consultant
4 4 (10.53%) Data Consultant
5 3 (7.89%) Web Developer
6 2 (5.26%) Big Data Developer
6 2 (5.26%) Designer
6 2 (5.26%) SAS Analyst
6 2 (5.26%) Senior Analyst
7 1 (2.63%) ETL Designer
7 1 (2.63%) Operations Engineer
7 1 (2.63%) Senior Operations Engineer
7 1 (2.63%) Senior Strategy Analyst
7 1 (2.63%) SQL Analyst
7 1 (2.63%) SQL Reporting Analyst
7 1 (2.63%) Testing Analyst
7 1 (2.63%) UI/UX Designer
7 1 (2.63%) User Experience Researcher
Libraries, Frameworks & Software Standards
1 5 (13.16%) CSS
1 5 (13.16%) HTML
2 3 (7.89%) .NET
2 3 (7.89%) .NET Framework
2 3 (7.89%) AngularJS
2 3 (7.89%) ASP.NET
2 3 (7.89%) CSS3
2 3 (7.89%) Elastic Stack
2 3 (7.89%) Entity Framework
2 3 (7.89%) HTML5
2 3 (7.89%) Kafka
3 2 (5.26%) HTML5 Canvas
3 2 (5.26%) NumPy
3 2 (5.26%) Pandas
3 2 (5.26%) Spark Streaming
4 1 (2.63%) XHTML
Miscellaneous
1 9 (23.68%) Analytical Skills
2 8 (21.05%) Management Information System
3 4 (10.53%) Data Structures
3 4 (10.53%) User Experience
4 2 (5.26%) Credit Risk
Operating Systems
1 1 (2.63%) Android
1 1 (2.63%) Apple iOS
Processes & Methodologies
1 24 (63.16%) Business Intelligence
2 21 (55.26%) Multichannel Retail
3 11 (28.95%) Test Automation
4 10 (26.32%) ITIL
5 9 (23.68%) Coaching
5 9 (23.68%) Enterprise Architecture
5 9 (23.68%) Incident Management
5 9 (23.68%) Software Engineering
6 7 (18.42%) Agile Software Development
6 7 (18.42%) Artificial Intelligence
6 7 (18.42%) Business Analytics
6 7 (18.42%) Mathematics
7 5 (13.16%) Continuous Delivery
7 5 (13.16%) Data Science
7 5 (13.16%) Project Management
7 5 (13.16%) Visualisation
8 4 (10.53%) Customer-Centricity
8 4 (10.53%) Data Visualisation
8 4 (10.53%) Decision-Making
8 4 (10.53%) Digital Transformation Programme
Programming Languages
1 26 (68.42%) SQL
2 4 (10.53%) Java
2 4 (10.53%) Scala
3 3 (7.89%) C#
3 3 (7.89%) JavaScript
3 3 (7.89%) PowerShell
3 3 (7.89%) Python
4 2 (5.26%) R
4 2 (5.26%) Ruby
Qualifications
1 5 (13.16%) Degree
Quality Assurance & Compliance
1 2 (5.26%) Data Quality
System Software
1 4 (10.53%) Apache Flume
2 2 (5.26%) Apache ZooKeeper
Systems Management
1 3 (7.89%) Kibana
2 2 (5.26%) Hadoop YARN
2 2 (5.26%) logstash
2 2 (5.26%) Oozie
Vendors
1 17 (44.74%) Microsoft
1 17 (44.74%) Tableau
2 9 (23.68%) Google
2 9 (23.68%) Infor
2 9 (23.68%) Talend
3 3 (7.89%) Teradata
4 1 (2.63%) Adobe
4 1 (2.63%) CA Agile Central
4 1 (2.63%) SAP
4 1 (2.63%) Splunk