Period
to 19 December 2018

The table below looks at the prevalence of the term Data Structures in permanent job vacancies advertised in Leeds. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Structures over the 6 months to 19 December 2018 with a comparison to the same period over the previous 2 years.

Data Structures
6 months to
19 Dec 2018
Same period 2017 Same period 2016
Rank 178 157 188
Rank change year-on-year -21 +31 +50
Permanent jobs citing Data Structures 9 60 45
As % of all permanent IT jobs advertised in Leeds 0.25% 1.22% 0.84%
As % of the Miscellaneous category 0.68% 3.65% 2.83%
Number of salaries quoted 8 54 46
Leeds median annual salary £42,500 £55,000 £55,000
Median salary % change year-on-year -22.73% - -
10th Percentile £34,750 £39,750 £32,500
90th Percentile £43,750 £60,000 £60,000
West Yorkshire median annual salary £42,500 £55,000 £55,000
% change year-on-year -22.73% - -

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 Leeds with a requirement for generic IT skills.

All Generic IT Skills
Leeds
Permanent vacancies with a requirement for generic IT skills 1,320 1,643 1,589
As % of all permanent IT jobs advertised in Leeds 36.37% 33.30% 29.55%
Number of salaries quoted 1,027 1,318 1,360
Leeds median annual salary £43,500 £45,000 £40,000
Median salary % change year-on-year -3.33% +12.50% -5.88%
10th Percentile £26,500 £27,500 £26,000
90th Percentile £60,578 £65,000 £60,000
West Yorkshire median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% -2.44%

Data Structures
Job Vacancy Trend in Leeds

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

Job vacancy trend for Data Structures in Leeds

Data Structures
Salary Trend in Leeds

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

Salary trend for Data Structures in Leeds

For the 6 months to 19 December 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 Leeds region with a requirement for Data Structures.

1 8 (88.89%) Microsoft Excel
2 7 (77.78%) Analytics
3 6 (66.67%) Coaching
3 6 (66.67%) Power BI
3 6 (66.67%) Service Delivery
3 6 (66.67%) QA
3 6 (66.67%) Data Integration
3 6 (66.67%) R
3 6 (66.67%) Tableau
3 6 (66.67%) Big Data
3 6 (66.67%) SQL
3 6 (66.67%) Python
3 6 (66.67%) e-Learning
3 6 (66.67%) Data Analysis
4 2 (22.22%) SAP
4 2 (22.22%) VBA
4 2 (22.22%) QlikView
4 2 (22.22%) Analytical Skills
5 1 (11.11%) Qlik Sense
5 1 (11.11%) Campaign Management
5 1 (11.11%) Apteco
5 1 (11.11%) Mathematical Modelling
5 1 (11.11%) Finance
5 1 (11.11%) FastStats
5 1 (11.11%) SQL Server
5 1 (11.11%) CRM
5 1 (11.11%) Microsoft
5 1 (11.11%) Marketing
5 1 (11.11%) Predictive Analytics
5 1 (11.11%) Mathematics

Data Structures
Co-occurring IT Skills in Leeds 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:

Applications
1 8 (88.89%) Microsoft Excel
Business Applications
1 1 (11.11%) FastStats
Database & Business Intelligence
1 6 (66.67%) Big Data
1 6 (66.67%) Power BI
2 2 (22.22%) QlikView
3 1 (11.11%) Qlik Sense
3 1 (11.11%) SQL Server
General
1 1 (11.11%) Finance
1 1 (11.11%) Marketing
Job Titles
1 6 (66.67%) Analyst
1 6 (66.67%) Data Analyst
1 6 (66.67%) IT Analyst
1 6 (66.67%) IT Trainer
1 6 (66.67%) Trainer
2 3 (33.33%) Developer
3 2 (22.22%) QlikView Developer
4 1 (11.11%) Database Developer
Miscellaneous
1 6 (66.67%) e-Learning
2 2 (22.22%) Analytical Skills
Processes & Methodologies
1 7 (77.78%) Analytics
2 6 (66.67%) Coaching
2 6 (66.67%) Data Analysis
2 6 (66.67%) Data Integration
2 6 (66.67%) Service Delivery
3 1 (11.11%) Campaign Management
3 1 (11.11%) CRM
3 1 (11.11%) Data Management
3 1 (11.11%) Mathematical Modelling
3 1 (11.11%) Mathematics
3 1 (11.11%) Predictive Analytics
Programming Languages
1 6 (66.67%) Python
1 6 (66.67%) R
1 6 (66.67%) SQL
2 2 (22.22%) VBA
Quality Assurance & Compliance
1 6 (66.67%) QA
Vendors
1 6 (66.67%) Tableau
2 2 (22.22%) SAP
3 1 (11.11%) Apteco
3 1 (11.11%) Microsoft