Period
to 15 August 2020

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in Northamptonshire. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 15 August 2020 with a comparison to the same period over the previous 2 years.

Analytical Skills
East Midlands > Northamptonshire
6 months to
15 Aug 2020
Same period 2019 Same period 2018
Rank 16 29 40
Rank change year-on-year +13 +11 -22
Permanent jobs citing Analytical Skills 29 56 81
As % of all permanent jobs advertised in Northamptonshire 9.63% 7.10% 5.67%
As % of the Miscellaneous category 30.85% 17.39% 19.10%
Number of salaries quoted 14 30 52
Median annual salary £50,000 £43,750 £47,500
Median salary % change year-on-year +14.29% -7.89% +26.67%
10th Percentile £36,375 £25,875 £31,500
90th Percentile £58,500 £58,750 £97,250
East Midlands median annual salary £47,500 £40,000 £42,500
% change year-on-year +18.75% -5.88% +6.25%

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 Northamptonshire with a requirement for generic IT skills.

All Generic IT Skills
Northamptonshire
Permanent vacancies with a requirement for generic IT skills 94 322 424
As % of all permanent IT jobs advertised in Northamptonshire 31.23% 40.81% 29.67%
Number of salaries quoted 66 202 319
Median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +7.78%
10th Percentile £27,438 £24,750 £27,300
90th Percentile £64,375 £72,500 £68,000
East Midlands median annual salary £45,000 £40,000 £42,500
% change year-on-year +12.50% -5.88% +6.25%

Analytical Skills
Job Vacancy Trend in Northamptonshire

Job postings citing Analytical Skills as a proportion of all IT jobs advertised in Northamptonshire.

Job vacancy trend for Analytical Skills in Northamptonshire

Analytical Skills
Salary Trend in Northamptonshire

3-month moving average salary quoted in jobs citing Analytical Skills in Northamptonshire.

Salary trend for Analytical Skills in Northamptonshire

Analytical Skills
Salary Histogram in Northamptonshire

Salary distribution for jobs citing Analytical Skills in Northamptonshire over the 6 months to 15 August 2020.

Salary histogram for Analytical Skills in Northamptonshire

Analytical Skills
Job Locations in Northamptonshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytical Skills within the Northamptonshire region over the 6 months to 15 August 2020. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Northampton +29 22 £47,500 +5.56% 3
Wellingborough +6 4 £50,000 - 2
Corby +4 1 £52,500 -44.74% 1
Analytical Skills
East Midlands

For the 6 months to 15 August 2020, 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 Northamptonshire region with a requirement for Analytical Skills.

1 17 (58.62%) SQL
2 14 (48.28%) Finance
3 12 (41.38%) Data Modelling
4 11 (37.93%) Business Intelligence
5 10 (34.48%) Oracle
5 10 (34.48%) Problem-Solving
6 9 (31.03%) SQL Server
6 9 (31.03%) Agile Software Development
6 9 (31.03%) Hadoop
7 8 (27.59%) BDD
7 8 (27.59%) ETL
7 8 (27.59%) Infrastructure Engineering
7 8 (27.59%) Analytics
8 7 (24.14%) HDFS
8 7 (24.14%) Physical Data Model
8 7 (24.14%) Data Lake
8 7 (24.14%) Deployment Automation
8 7 (24.14%) Task Automation
8 7 (24.14%) Java
8 7 (24.14%) Apache Hive
8 7 (24.14%) Continuous Integration
8 7 (24.14%) Test Automation
8 7 (24.14%) Ab Initio
8 7 (24.14%) Teradata
8 7 (24.14%) Data Management
9 6 (20.69%) Banking
9 6 (20.69%) AWS
9 6 (20.69%) Stakeholder Management
9 6 (20.69%) Collaborative Working
9 6 (20.69%) DevOps

Analytical Skills
Co-occurring IT Skills in Northamptonshire 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 3 (10.34%) SAS
2 2 (6.90%) Apache Spark
2 2 (6.90%) SharePoint
2 2 (6.90%) Skype for Business
3 1 (3.45%) WordPress
Applications
1 2 (6.90%) SPSS
2 1 (3.45%) Microsoft Excel
2 1 (3.45%) Microsoft Office
2 1 (3.45%) UserZoom
Business Applications
1 3 (10.34%) SAP BPC
2 1 (3.45%) Dynamics CRM
2 1 (3.45%) Dynamics NAV
2 1 (3.45%) Lawson
2 1 (3.45%) NetSuite
2 1 (3.45%) SAP Business One
Cloud Services
1 6 (20.69%) AWS
2 2 (6.90%) Azure
2 2 (6.90%) SaaS
3 1 (3.45%) Boomi
3 1 (3.45%) Cloud Computing
3 1 (3.45%) Dynamics 365
3 1 (3.45%) G Suite
3 1 (3.45%) GCP
3 1 (3.45%) iPaaS
Communications & Networking
1 2 (6.90%) NAS
1 2 (6.90%) SAN
Database & Business Intelligence
1 9 (31.03%) Hadoop
1 9 (31.03%) SQL Server
2 7 (24.14%) Apache Hive
2 7 (24.14%) Data Lake
3 6 (20.69%) Big Data
3 6 (20.69%) HBase
3 6 (20.69%) Impala
4 5 (17.24%) OLAP
4 5 (17.24%) RDBMS
4 5 (17.24%) Relational Database
4 5 (17.24%) Spark SQL
5 4 (13.79%) MySQL
5 4 (13.79%) OLTP
5 4 (13.79%) SQL Server Analysis Services
5 4 (13.79%) SQL Server Integration Services
5 4 (13.79%) UniData
6 3 (10.34%) BusinessObjects
6 3 (10.34%) Oracle Database
6 3 (10.34%) SAP BW
7 2 (6.90%) Data Warehouse
General
1 14 (48.28%) Finance
2 6 (20.69%) Banking
3 4 (13.79%) Marketing
3 4 (13.79%) Retail
4 1 (3.45%) Law
Job Titles
1 15 (51.72%) Developer
2 6 (20.69%) Senior Developer
3 5 (17.24%) ETL Developer
3 5 (17.24%) SQL Developer
4 4 (13.79%) Business Intelligence Developer
4 4 (13.79%) SQL BI Developer
4 4 (13.79%) SSAS Developer
4 4 (13.79%) SSIS Developer
4 4 (13.79%) T-SQL Developer
5 3 (10.34%) Big Data Developer
5 3 (10.34%) Senior Big Data Developer
5 3 (10.34%) Senior ETL Developer
5 3 (10.34%) Software Engineer
6 2 (6.90%) Analyst
6 2 (6.90%) Applications Developer
6 2 (6.90%) Consultant
6 2 (6.90%) Designer
6 2 (6.90%) ETL Designer
6 2 (6.90%) Hadoop Developer
6 2 (6.90%) Junior
Libraries, Frameworks & Software Standards
1 4 (13.79%) J2EE
1 4 (13.79%) JSP
1 4 (13.79%) MDX
1 4 (13.79%) Servlets
2 3 (10.34%) SAP MI
3 2 (6.90%) CSS
3 2 (6.90%) HTML
4 1 (3.45%) .NET
4 1 (3.45%) RESTful
Miscellaneous
1 5 (17.24%) Credit Risk
2 2 (6.90%) Management Information System
3 1 (3.45%) Analytical Mindset
3 1 (3.45%) AS400
3 1 (3.45%) Cyberattack
3 1 (3.45%) Cybercrime
3 1 (3.45%) Renewable Energy
3 1 (3.45%) User Experience
Operating Systems
1 4 (13.79%) Unix
Processes & Methodologies
1 12 (41.38%) Data Modelling
2 11 (37.93%) Business Intelligence
3 10 (34.48%) Problem-Solving
4 9 (31.03%) Agile Software Development
5 8 (27.59%) Analytics
5 8 (27.59%) BDD
5 8 (27.59%) ETL
5 8 (27.59%) Infrastructure Engineering
6 7 (24.14%) Continuous Integration
6 7 (24.14%) Data Management
6 7 (24.14%) Deployment Automation
6 7 (24.14%) Physical Data Model
6 7 (24.14%) Task Automation
6 7 (24.14%) Test Automation
7 6 (20.69%) Collaborative Working
7 6 (20.69%) DevOps
7 6 (20.69%) Stakeholder Management
7 6 (20.69%) Statistical Modelling
8 5 (17.24%) Data Governance
8 5 (17.24%) Data Reconciliation
Programming Languages
1 17 (58.62%) SQL
2 7 (24.14%) Java
3 5 (17.24%) Python
4 4 (13.79%) Shell Script
4 4 (13.79%) T-SQL
5 2 (6.90%) JavaScript
5 2 (6.90%) Scala
6 1 (3.45%) C#
6 1 (3.45%) Google Apps Script
6 1 (3.45%) SAS Macro
Qualifications
1 2 (6.90%) Degree
2 1 (3.45%) ACCA
2 1 (3.45%) PMI Certification
2 1 (3.45%) PMP
Quality Assurance & Compliance
1 5 (17.24%) Sarbanes-Oxley
2 4 (13.79%) Data Quality
2 4 (13.79%) QA
3 1 (3.45%) Basel III
3 1 (3.45%) COREP
3 1 (3.45%) CRD IV
System Software
1 7 (24.14%) HDFS
2 6 (20.69%) Apache ZooKeeper
3 2 (6.90%) Hyper-V
3 2 (6.90%) Virtual Machines
4 1 (3.45%) Tivoli Workload Scheduler
Systems Management
1 6 (20.69%) Hadoop YARN
2 2 (6.90%) SCCM
3 1 (3.45%) Tivoli
Vendors
1 10 (34.48%) Oracle
2 7 (24.14%) Ab Initio
2 7 (24.14%) Teradata
3 6 (20.69%) Cloudera
4 4 (13.79%) Microsoft
4 4 (13.79%) SAP
5 1 (3.45%) Dell
5 1 (3.45%) Epicor
5 1 (3.45%) Google
5 1 (3.45%) IFS
5 1 (3.45%) JD Edwards
5 1 (3.45%) Sage
5 1 (3.45%) Salesforce.com