Period
to 19 January 2019

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in Northampton. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 19 January 2019 with a comparison to the same period over the previous 2 years.

Analytical Skills
Northamptonshire > Northampton
6 months to
19 Jan 2019
Same period 2018 Same period 2017
Rank 26 29 37
Rank change year-on-year +3 +8 -16
Permanent jobs citing Analytical Skills 61 57 58
As % of all permanent IT jobs advertised in Northampton 8.32% 8.18% 6.44%
As % of the Miscellaneous category 20.68% 21.51% 22.31%
Number of salaries quoted 17 30 43
Northampton median annual salary £40,500 £42,500 £42,000
Median salary % change year-on-year -4.71% +1.19% +20.00%
10th Percentile £29,600 £24,500 £32,000
90th Percentile £65,000 £49,375 £63,500
Northamptonshire median annual salary £40,500 £41,000 £42,500
% change year-on-year -1.22% -3.53% +13.33%

Analytical Skills is in the Generic IT Skills 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 generic IT skills.

All Generic IT Skills
Northampton
Permanent vacancies with a requirement for generic IT skills 295 265 260
As % of all permanent IT jobs advertised in Northampton 40.25% 38.02% 28.89%
Number of salaries quoted 199 203 186
Northampton median annual salary £45,000 £37,500 £42,500
Median salary % change year-on-year +20.00% -11.76% +6.25%
10th Percentile £29,650 £22,350 £26,125
90th Percentile £65,600 £58,750 £62,500
Northamptonshire median annual salary £42,500 £41,000 £40,000
% change year-on-year +3.66% +2.50% -

Analytical Skills
Job Vacancy Trend in Northampton

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

Job vacancy trend for Analytical Skills in Northampton

Analytical Skills
Salary Trend in Northampton

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

Salary trend for Analytical Skills in Northampton

Analytical Skills
Salary Histogram in Northampton

The salary distribution of IT jobs citing Analytical Skills in Northampton over the 6 months to 19 January 2019.

Salary histogram for Analytical Skills in Northampton

For the 6 months to 19 January 2019, IT jobs citing Analytical Skills 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 Analytical Skills.

1 28 (45.90%) Problem-Solving
2 24 (39.34%) Microsoft
3 17 (27.87%) Finance
4 15 (24.59%) Decision-Making
5 13 (21.31%) JavaScript
6 12 (19.67%) HTML
6 12 (19.67%) Windows
6 12 (19.67%) Risk Management
6 12 (19.67%) Service Management
6 12 (19.67%) Retail
6 12 (19.67%) Analytical Thinking
7 11 (18.03%) Multichannel Retail
7 11 (18.03%) Windows Server
7 11 (18.03%) Active Directory
8 10 (16.39%) CRM
8 10 (16.39%) Agile Software Development
8 10 (16.39%) Dynamics CRM
8 10 (16.39%) Dynamics 365
9 9 (14.75%) Analytics
9 9 (14.75%) Incident Management
9 9 (14.75%) Degree
9 9 (14.75%) Workflow Management
9 9 (14.75%) Problem Management
9 9 (14.75%) SQL
9 9 (14.75%) Workflow
9 9 (14.75%) Disaster Recovery
10 8 (13.11%) Java
10 8 (13.11%) Business Intelligence
10 8 (13.11%) Big Data
11 7 (11.48%) Data Science

Analytical Skills
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 6 (9.84%) Apache Spark
2 4 (6.56%) Confluence
3 3 (4.92%) SharePoint
4 2 (3.28%) SAS
5 1 (1.64%) IIS
Applications
1 7 (11.48%) Microsoft Excel
2 3 (4.92%) Microsoft PowerPoint
3 2 (3.28%) InVision
3 2 (3.28%) Microsoft Office
4 1 (1.64%) UserZoom
Business Applications
1 10 (16.39%) Dynamics CRM
Cloud Services
1 10 (16.39%) Dynamics 365
Communications & Networking
1 2 (3.28%) Kerberos
Database & Business Intelligence
1 8 (13.11%) Big Data
2 6 (9.84%) Hadoop
3 5 (8.20%) Data Mining
4 4 (6.56%) Apache Hive
5 3 (4.92%) BusinessObjects
5 3 (4.92%) HBase
5 3 (4.92%) Impala
5 3 (4.92%) QlikView
5 3 (4.92%) Relational Database
6 2 (3.28%) NoSQL
6 2 (3.28%) Sqoop
7 1 (1.64%) SQL Server
7 1 (1.64%) SQL Server 2014
7 1 (1.64%) SQL Server Integration Services
7 1 (1.64%) Text Mining
Development Applications
1 2 (3.28%) Axure RP
1 2 (3.28%) Eclipse
2 1 (1.64%) JIRA
General
1 17 (27.87%) Finance
2 12 (19.67%) Retail
3 5 (8.20%) Banking
3 5 (8.20%) Marketing
4 2 (3.28%) Law
5 1 (1.64%) Investment Banking
5 1 (1.64%) Legal
5 1 (1.64%) Telecoms
Job Titles
1 19 (31.15%) Analyst
2 10 (16.39%) Service Manager
3 8 (13.11%) Developer
4 6 (9.84%) Active Directory Specialist
5 5 (8.20%) Active Directory Administrator
5 5 (8.20%) Administrator
6 4 (6.56%) Analytics Consultant
6 4 (6.56%) Consultant
6 4 (6.56%) Data Consultant
6 4 (6.56%) Support Analyst
7 3 (4.92%) Business Analyst
8 2 (3.28%) Applications Support
8 2 (3.28%) Applications Support Analyst
8 2 (3.28%) Business Intelligence Developer
8 2 (3.28%) Programme Manager
8 2 (3.28%) Project Analyst
8 2 (3.28%) Project Officer
8 2 (3.28%) Project Support Officer
8 2 (3.28%) Senior Analyst
8 2 (3.28%) SQL Developer
Libraries, Frameworks & Software Standards
1 12 (19.67%) HTML
2 5 (8.20%) .NET
3 4 (6.56%) Kafka
4 3 (4.92%) .NET Framework
5 2 (3.28%) Natural Language Processing
5 2 (3.28%) PySpark
5 2 (3.28%) Spark Streaming
6 1 (1.64%) ASP.NET
6 1 (1.64%) ASP.NET MVC
6 1 (1.64%) ASP.NET Web API
6 1 (1.64%) ASP.NET Web Forms
6 1 (1.64%) CSS
6 1 (1.64%) Entity Framework
6 1 (1.64%) jQuery
6 1 (1.64%) MLlib
6 1 (1.64%) NumPy
6 1 (1.64%) Pandas
6 1 (1.64%) scikit-learn
6 1 (1.64%) SciPy
6 1 (1.64%) WCF
Miscellaneous
1 4 (6.56%) Data Structures
1 4 (6.56%) Enterprise Software
2 2 (3.28%) Algorithms
2 2 (3.28%) Analytical Mindset
2 2 (3.28%) User Experience
3 1 (1.64%) Fintech
3 1 (1.64%) Public Cloud
Operating Systems
1 12 (19.67%) Windows
2 11 (18.03%) Windows Server
3 2 (3.28%) Android
3 2 (3.28%) Apple iOS
3 2 (3.28%) Unix
Processes & Methodologies
1 28 (45.90%) Problem-Solving
2 15 (24.59%) Decision-Making
3 12 (19.67%) Analytical Thinking
3 12 (19.67%) Risk Management
3 12 (19.67%) Service Management
4 11 (18.03%) Multichannel Retail
5 10 (16.39%) Agile Software Development
5 10 (16.39%) CRM
6 9 (14.75%) Analytics
6 9 (14.75%) Disaster Recovery
6 9 (14.75%) Incident Management
6 9 (14.75%) Problem Management
6 9 (14.75%) Workflow
6 9 (14.75%) Workflow Management
7 8 (13.11%) Business Intelligence
8 7 (11.48%) Data Science
8 7 (11.48%) Use Case
9 6 (9.84%) Project Management
10 5 (8.20%) Data Engineering
10 5 (8.20%) Mathematics
Programming Languages
1 13 (21.31%) JavaScript
2 9 (14.75%) SQL
3 8 (13.11%) Java
4 4 (6.56%) Scala
4 4 (6.56%) VBA
5 3 (4.92%) C#
5 3 (4.92%) Python
5 3 (4.92%) T-SQL
5 3 (4.92%) VB
6 2 (3.28%) ABAP
Qualifications
1 9 (14.75%) Degree
2 1 (1.64%) Security Cleared
Quality Assurance & Compliance
1 5 (8.20%) GDPR
2 3 (4.92%) QA
3 2 (3.28%) PMO
System Software
1 11 (18.03%) Active Directory
2 2 (3.28%) Apache Flume
2 2 (3.28%) Apache ZooKeeper
Systems Management
1 3 (4.92%) Hadoop YARN
2 2 (3.28%) Oozie
Vendors
1 24 (39.34%) Microsoft
2 3 (4.92%) Cognos
2 3 (4.92%) Tableau
3 2 (3.28%) MuleSoft
3 2 (3.28%) SAP
4 1 (1.64%) CA Agile Central
4 1 (1.64%) Google