Period
to 17 November 2018

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 17 November 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
Northamptonshire > Northampton
6 months to
17 Nov 2018
Same period 2017 Same period 2016
Rank 46 20 38
Rank change year-on-year -26 +18 -13
Permanent jobs citing Analytical Skills 45 71 58
As % of all permanent IT jobs advertised in Northampton 5.45% 10.27% 5.73%
As % of the Miscellaneous category 14.75% 21.32% 17.47%
Number of salaries quoted 14 34 37
Northampton median annual salary £41,500 £42,500 £40,000
Median salary % change year-on-year -2.35% +6.25% +6.67%
10th Percentile £31,250 £25,375 £32,000
90th Percentile £55,250 £57,500 £63,500
Northamptonshire median annual salary £45,000 £37,500 £42,500
% change year-on-year +20.00% -11.76% +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 305 333 332
As % of all permanent IT jobs advertised in Northampton 36.92% 48.19% 32.81%
Number of salaries quoted 216 254 228
Northampton median annual salary £42,500 £32,500 £39,500
Median salary % change year-on-year +30.77% -17.72% -1.25%
10th Percentile £27,500 £21,075 £22,500
90th Percentile £65,625 £58,750 £62,500
Northamptonshire median annual salary £41,500 £37,500 £37,500
% change year-on-year +10.67% - -6.25%

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 17 November 2018.

Salary histogram for Analytical Skills in Northampton

For the 6 months to 17 November 2018, 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 22 (48.89%) Agile Software Development
2 17 (37.78%) Retail
3 16 (35.56%) Multichannel Retail
4 15 (33.33%) Problem-Solving
4 15 (33.33%) Finance
5 11 (24.44%) SQL
5 11 (24.44%) Acceptance Criteria
6 9 (20.00%) Analytics
6 9 (20.00%) Line Management
6 9 (20.00%) JavaScript
6 9 (20.00%) Degree
7 8 (17.78%) Business Analysis
7 8 (17.78%) Scrum
7 8 (17.78%) Project Management
7 8 (17.78%) Microsoft
7 8 (17.78%) Big Data
8 7 (15.56%) Business Process Mapping
8 7 (15.56%) Data Science
8 7 (15.56%) Workshop Facilitation
8 7 (15.56%) Java
8 7 (15.56%) SQL Server
8 7 (15.56%) Migration
8 7 (15.56%) Risk Management
8 7 (15.56%) Use Case
8 7 (15.56%) Hadoop
9 6 (13.33%) HTML
9 6 (13.33%) Business Intelligence
9 6 (13.33%) Microsoft Excel
9 6 (13.33%) ERP
9 6 (13.33%) Decision-Making

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 (13.33%) Apache Spark
2 3 (6.67%) SAS
3 1 (2.22%) Confluence
3 1 (2.22%) IIS
Applications
1 6 (13.33%) Microsoft Excel
2 4 (8.89%) Spreadsheet
3 2 (4.44%) InVision
3 2 (4.44%) Microsoft PowerPoint
4 1 (2.22%) Microsoft Office
4 1 (2.22%) UserZoom
Business Applications
1 4 (8.89%) Dynamics CRM
2 1 (2.22%) Dynamics AX
Cloud Services
1 4 (8.89%) Dynamics 365
Communications & Networking
1 2 (4.44%) Kerberos
Database & Business Intelligence
1 8 (17.78%) Big Data
2 7 (15.56%) Hadoop
2 7 (15.56%) SQL Server
3 5 (11.11%) Data Mining
4 4 (8.89%) Apache Hive
5 3 (6.67%) HBase
5 3 (6.67%) Impala
5 3 (6.67%) Relational Database
5 3 (6.67%) SQL Server Integration Services
6 2 (4.44%) NoSQL
6 2 (4.44%) SQL Server Analysis Services
6 2 (4.44%) SQL Server Reporting Services
6 2 (4.44%) Sqoop
7 1 (2.22%) Data Warehouse
7 1 (2.22%) SQL Server 2014
7 1 (2.22%) Text Mining
Development Applications
1 2 (4.44%) Axure RP
1 2 (4.44%) Cucumber
1 2 (4.44%) Selenium
1 2 (4.44%) SpecFlow
1 2 (4.44%) Team Foundation Server
2 1 (2.22%) Eclipse
2 1 (2.22%) JIRA
General
1 17 (37.78%) Retail
2 15 (33.33%) Finance
3 5 (11.11%) Marketing
4 4 (8.89%) Back Office
4 4 (8.89%) Banking
5 1 (2.22%) General Ledger
5 1 (2.22%) Legal
5 1 (2.22%) Telecoms
Job Titles
1 20 (44.44%) Analyst
2 11 (24.44%) Business Analyst
2 11 (24.44%) Developer
3 9 (20.00%) Senior Analyst
4 7 (15.56%) Senior Business Analyst
4 7 (15.56%) Supply Chain Analyst
4 7 (15.56%) Supply Chain Business Analyst
5 4 (8.89%) Analytics Consultant
5 4 (8.89%) Consultant
5 4 (8.89%) Data Consultant
5 4 (8.89%) ERP Analyst
5 4 (8.89%) ERP Business Analyst
5 4 (8.89%) Pensions Analyst
5 4 (8.89%) Pensions Business Analyst
6 3 (6.67%) Applications Developer
6 3 (6.67%) SQL Developer
6 3 (6.67%) Support Analyst
7 2 (4.44%) Project Analyst
7 2 (4.44%) Project Support Analyst
7 2 (4.44%) Project Support Officer
Libraries, Frameworks & Software Standards
1 6 (13.33%) HTML
2 5 (11.11%) .NET
3 4 (8.89%) .NET Framework
3 4 (8.89%) Kafka
4 3 (6.67%) Web Services
5 2 (4.44%) Natural Language Processing
5 2 (4.44%) PySpark
5 2 (4.44%) Spark Streaming
6 1 (2.22%) ASP.NET
6 1 (2.22%) ASP.NET MVC
6 1 (2.22%) ASP.NET Web API
6 1 (2.22%) ASP.NET Web Forms
6 1 (2.22%) CSS
6 1 (2.22%) Entity Framework
6 1 (2.22%) jQuery
6 1 (2.22%) MLlib
6 1 (2.22%) Pandas
6 1 (2.22%) scikit-learn
6 1 (2.22%) SciPy
6 1 (2.22%) WCF
Miscellaneous
1 5 (11.11%) Data Structures
2 3 (6.67%) Enterprise Software
3 2 (4.44%) Algorithms
3 2 (4.44%) Computer Science
3 2 (4.44%) User Experience
4 1 (2.22%) Credit Risk
4 1 (2.22%) Fintech
4 1 (2.22%) Self-Motivation
4 1 (2.22%) Taxonomies
Operating Systems
1 5 (11.11%) Windows
2 2 (4.44%) Android
2 2 (4.44%) Apple iOS
2 2 (4.44%) Unix
2 2 (4.44%) Windows Server
Processes & Methodologies
1 22 (48.89%) Agile Software Development
2 16 (35.56%) Multichannel Retail
3 15 (33.33%) Problem-Solving
4 11 (24.44%) Acceptance Criteria
5 9 (20.00%) Analytics
5 9 (20.00%) Line Management
6 8 (17.78%) Business Analysis
6 8 (17.78%) Project Management
6 8 (17.78%) Scrum
7 7 (15.56%) Business Process Mapping
7 7 (15.56%) Data Science
7 7 (15.56%) Migration
7 7 (15.56%) Risk Management
7 7 (15.56%) Use Case
7 7 (15.56%) Workshop Facilitation
8 6 (13.33%) Business Intelligence
8 6 (13.33%) Decision-Making
8 6 (13.33%) ERP
8 6 (13.33%) User Stories
9 5 (11.11%) Service Management
Programming Languages
1 11 (24.44%) SQL
2 9 (20.00%) JavaScript
3 7 (15.56%) Java
4 4 (8.89%) C#
4 4 (8.89%) Scala
4 4 (8.89%) VBA
5 3 (6.67%) Python
6 2 (4.44%) PowerShell
7 1 (2.22%) ABAP
Qualifications
1 9 (20.00%) Degree
Quality Assurance & Compliance
1 3 (6.67%) QA
2 2 (4.44%) PMO
3 1 (2.22%) Data Quality
3 1 (2.22%) GDPR
System Software
1 2 (4.44%) Active Directory
1 2 (4.44%) Apache Flume
1 2 (4.44%) Apache ZooKeeper
Systems Management
1 3 (6.67%) Hadoop YARN
2 2 (4.44%) Oozie
Vendors
1 8 (17.78%) Microsoft
2 4 (8.89%) Google
3 1 (2.22%) CA Agile Central
3 1 (2.22%) MuleSoft
3 1 (2.22%) SAP
3 1 (2.22%) Teradata