Period
to 18 February 2019

The table below looks at the prevalence of the term Data Structures in permanent job vacancies advertised in Northampton. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Structures over the 6 months to 18 February 2019 with a comparison to the same period over the previous 2 years.

Data Structures
Northamptonshire > Northampton
6 months to
18 Feb 2019
Same period 2018 Same period 2017
Rank 71 70 90
Rank change year-on-year -1 +20 +14
Permanent jobs citing Data Structures 6 7 8
As % of all permanent IT jobs advertised in Northampton 0.83% 1.00% 0.89%
As % of the Miscellaneous category 2.03% 2.89% 2.89%
Number of salaries quoted 0 0 2
Northampton median annual salary - - £45,000
Northamptonshire median annual salary £42,500 - £46,000

Data Structures 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 295 242 277
As % of all permanent IT jobs advertised in Northampton 40.80% 34.52% 30.71%
Number of salaries quoted 182 195 204
Northampton median annual salary £47,500 £37,500 £42,500
Median salary % change year-on-year +26.67% -11.76% +6.25%
10th Percentile £30,525 £23,750 £23,400
90th Percentile £62,500 £58,750 £62,500
Northamptonshire median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - -

Data Structures
Job Vacancy Trend in Northampton

Job postings citing Data Structures as a percentage of all IT jobs advertised in Northampton.

Job vacancy trend for Data Structures in Northampton

Data Structures
Salary Trend in Northampton

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

Salary trend for Data Structures in Northampton

For the 6 months to 18 February 2019, IT jobs citing Data Structures 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 Data Structures.

1 6 (100.00%) Analytics
1 6 (100.00%) Analytical Skills
1 6 (100.00%) Data Science
1 6 (100.00%) Decision-Making
2 4 (66.67%) Google
2 4 (66.67%) Predictive Analysis
2 4 (66.67%) Google Cloud Platform
2 4 (66.67%) Customer Engagement
2 4 (66.67%) Predictive Modelling
2 4 (66.67%) Process Improvement
2 4 (66.67%) Machine Learning
2 4 (66.67%) Business Analytics
2 4 (66.67%) SAS
2 4 (66.67%) Business Intelligence
2 4 (66.67%) Shell Script
2 4 (66.67%) SQL
2 4 (66.67%) Python
2 4 (66.67%) Data Analysis
3 3 (50.00%) Degree
3 3 (50.00%) Mathematics
3 3 (50.00%) Multichannel Retail
3 3 (50.00%) Digital Transformation Programme
3 3 (50.00%) Customer-Centricity
3 3 (50.00%) Retail
4 2 (33.33%) Marketing
4 2 (33.33%) Artificial Intelligence
4 2 (33.33%) Data Mining
4 2 (33.33%) Project Management
5 1 (16.67%) Physics
5 1 (16.67%) Computer Science

Data Structures
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 4 (66.67%) SAS
Cloud Services
1 4 (66.67%) Google Cloud Platform
Database & Business Intelligence
1 2 (33.33%) Data Mining
2 1 (16.67%) SAS Enterprise Guide
2 1 (16.67%) SAS Enterprise Miner
General
1 3 (50.00%) Retail
2 2 (33.33%) Marketing
Job Titles
1 4 (66.67%) Analyst
1 4 (66.67%) Data Analyst
2 2 (33.33%) Analytics Consultant
2 2 (33.33%) Consultant
2 2 (33.33%) Data Consultant
3 1 (16.67%) Data Scientist
3 1 (16.67%) Excel Analyst
3 1 (16.67%) SAS Analyst
3 1 (16.67%) SAS Data Analyst
3 1 (16.67%) SQL Analyst
3 1 (16.67%) SQL Data Analyst
Miscellaneous
1 6 (100.00%) Analytical Skills
Processes & Methodologies
1 6 (100.00%) Analytics
1 6 (100.00%) Data Science
1 6 (100.00%) Decision-Making
2 4 (66.67%) Business Analytics
2 4 (66.67%) Business Intelligence
2 4 (66.67%) Customer Engagement
2 4 (66.67%) Data Analysis
2 4 (66.67%) Machine Learning
2 4 (66.67%) Predictive Analysis
2 4 (66.67%) Predictive Modelling
2 4 (66.67%) Process Improvement
3 3 (50.00%) Customer-Centricity
3 3 (50.00%) Digital Transformation Programme
3 3 (50.00%) Mathematics
3 3 (50.00%) Multichannel Retail
4 2 (33.33%) Artificial Intelligence
4 2 (33.33%) Project Management
5 1 (16.67%) Computer Science
5 1 (16.67%) Physics
Programming Languages
1 4 (66.67%) Python
1 4 (66.67%) Shell Script
1 4 (66.67%) SQL
Qualifications
1 3 (50.00%) Degree
Vendors
1 4 (66.67%) Google