Period
to 21 September 2018

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 21 September 2018 with a comparison to the same period over the previous 2 years.

Data Structures
Northamptonshire > Northampton
6 months to
21 Sep 2018
Same period 2017 Same period 2016
Rank 79 80 77
Rank change year-on-year +1 -3 -
Permanent jobs citing Data Structures 11 1 15
As % of all permanent IT jobs advertised in Northampton 1.22% 0.13% 1.55%
As % of the Miscellaneous category 3.65% 0.27% 4.39%
Number of salaries quoted 0 0 5
Northampton median annual salary - - £80,000
Northamptonshire median annual salary £76,250 £36,000 £80,000
% change year-on-year +111.81% -55.00% -

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 301 370 342
As % of all permanent IT jobs advertised in Northampton 33.44% 49.53% 35.33%
Number of salaries quoted 209 282 241
Northampton median annual salary £42,500 £37,500 £37,500
Median salary % change year-on-year +13.33% - -6.25%
10th Percentile £28,300 £26,250 £23,250
90th Percentile £67,800 £58,750 £57,500
Northamptonshire median annual salary £42,500 £37,750 £36,000
% change year-on-year +12.58% +4.86% -10.00%

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 21 September 2018, 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 9 (81.82%) Retail
1 9 (81.82%) Analytical Skills
2 6 (54.55%) Data Modelling
2 6 (54.55%) SQL
3 5 (45.45%) ERP
3 5 (45.45%) Migration
3 5 (45.45%) Agile Software Development
3 5 (45.45%) Taxonomies
3 5 (45.45%) Data Migration
3 5 (45.45%) Data Architecture
3 5 (45.45%) Data Quality
4 4 (36.36%) Analytics
4 4 (36.36%) Degree
4 4 (36.36%) Mathematics
4 4 (36.36%) Artificial Intelligence
4 4 (36.36%) Marketing
4 4 (36.36%) Multichannel Retail
4 4 (36.36%) Digital Transformation Programme
4 4 (36.36%) Customer-Centricity
4 4 (36.36%) Data Science
4 4 (36.36%) Decision-Making
4 4 (36.36%) Project Management
4 4 (36.36%) Data Mining
5 2 (18.18%) ETL
5 2 (18.18%) Business Intelligence
5 2 (18.18%) Data Warehouse
5 2 (18.18%) Risk Management
6 1 (9.09%) Relational Database
6 1 (9.09%) Kafka
6 1 (9.09%) Banking

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:

Database & Business Intelligence
1 4 (36.36%) Data Mining
2 2 (18.18%) Data Warehouse
3 1 (9.09%) Hadoop
3 1 (9.09%) RDBMS
3 1 (9.09%) Relational Database
General
1 9 (81.82%) Retail
2 4 (36.36%) Marketing
3 1 (9.09%) Banking
Job Titles
1 5 (45.45%) Analyst
1 5 (45.45%) Data Analyst
1 5 (45.45%) SQL Analyst
1 5 (45.45%) SQL Data Analyst
2 4 (36.36%) Analytics Consultant
2 4 (36.36%) Consultant
2 4 (36.36%) Data Consultant
3 2 (18.18%) Designer
3 2 (18.18%) Solutions Designer
4 1 (9.09%) ETL Designer
Libraries, Frameworks & Software Standards
1 1 (9.09%) Kafka
Miscellaneous
1 9 (81.82%) Analytical Skills
2 5 (45.45%) Taxonomies
Processes & Methodologies
1 6 (54.55%) Data Modelling
2 5 (45.45%) Agile Software Development
2 5 (45.45%) Data Architecture
2 5 (45.45%) Data Migration
2 5 (45.45%) ERP
2 5 (45.45%) Migration
3 4 (36.36%) Analytics
3 4 (36.36%) Artificial Intelligence
3 4 (36.36%) Customer-Centricity
3 4 (36.36%) Data Science
3 4 (36.36%) Decision-Making
3 4 (36.36%) Digital Transformation Programme
3 4 (36.36%) Mathematics
3 4 (36.36%) Multichannel Retail
3 4 (36.36%) Project Management
4 2 (18.18%) Business Intelligence
4 2 (18.18%) ETL
4 2 (18.18%) Risk Management
Programming Languages
1 6 (54.55%) SQL
Qualifications
1 4 (36.36%) Degree
Quality Assurance & Compliance
1 5 (45.45%) Data Quality
Vendors
1 1 (9.09%) Ab Initio
1 1 (9.09%) Informatica