Period
to 15 December 2017

The table below looks at the prevalence of the term Data Structures in permanent job vacancies advertised in Harrogate. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Structures over the 6 months to 15 December 2017 with a comparison to the same period over the previous 2 years.

Data Structures
North Yorkshire > Harrogate
6 months to
15 Dec 2017
Same period 2016 Same period 2015
Rank 35 51 80
Rank change year-on-year +16 +29 -
Permanent jobs citing Data Structures 4 1 3
As % of all permanent IT jobs advertised in Harrogate 1.62% 0.25% 0.39%
As % of the Miscellaneous category 4.88% 0.74% 0.95%
Number of salaries quoted 4 1 3
Harrogate median annual salary £48,750 £40,000 £37,500
Median salary % change year-on-year +21.88% +6.67% -
10th Percentile £45,000 £37,500 £23,650
90th Percentile £59,875 £42,500 £39,950
North Yorkshire median annual salary £48,750 £40,000 £37,500
% change year-on-year +21.88% +6.67% -50.00%

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 Harrogate with a requirement for generic IT skills.

All Generic IT Skills
Harrogate
Permanent vacancies with a requirement for generic IT skills 82 135 317
As % of all permanent IT jobs advertised in Harrogate 33.20% 33.92% 41.22%
Number of salaries quoted 71 96 269
Harrogate median annual salary £42,500 £32,500 £35,000
Median salary % change year-on-year +30.77% -7.14% -
10th Percentile £21,000 £20,500 £21,250
90th Percentile £67,500 £43,125 £50,000
North Yorkshire median annual salary £42,500 £35,000 £37,000
% change year-on-year +21.43% -5.41% +5.71%

Data Structures
Job Vacancy Trend in Harrogate

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

Job vacancy trend for Data Structures in Harrogate

Data Structures
Salary Trend in Harrogate

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

Salary trend for Data Structures in Harrogate

Data Structures
Salary Histogram in Harrogate

The salary distribution of IT jobs citing Data Structures in Harrogate over the 6 months to 15 December 2017.

Salary histogram for Data Structures in Harrogate

For the 6 months to 15 December 2017, IT jobs citing Data Structures also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Harrogate region with a requirement for Data Structures.

1 2 (50.00%) MySQL
1 2 (50.00%) Web Services
1 2 (50.00%) Linux
1 2 (50.00%) UML
1 2 (50.00%) Client/Server
1 2 (50.00%) ATM
1 2 (50.00%) VPN
1 2 (50.00%) DNS
1 2 (50.00%) Red Hat
1 2 (50.00%) Mainframe
1 2 (50.00%) Firewall
1 2 (50.00%) Management Information System
1 2 (50.00%) Back Office
1 2 (50.00%) Finance
1 2 (50.00%) Banking
1 2 (50.00%) Data Analysis
1 2 (50.00%) Systems Analysis
1 2 (50.00%) Requirements Analysis
1 2 (50.00%) Release Management
1 2 (50.00%) CentOS
1 2 (50.00%) Red Hat Enterprise Linux
1 2 (50.00%) Amazon EC2
1 2 (50.00%) Amazon AWS
1 2 (50.00%) Process Architecture
1 2 (50.00%) Puppet
1 2 (50.00%) OpenVPN
1 2 (50.00%) Splunk
1 2 (50.00%) Amazon ELB
1 2 (50.00%) Amazon RDS
1 2 (50.00%) Mobile Banking

Data Structures
Co-occurring IT Skills in Harrogate 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:

Cloud Services
1 2 (50.00%) Amazon AWS
1 2 (50.00%) Amazon EC2
1 2 (50.00%) Amazon ELB
Communications & Networking
1 2 (50.00%) ATM
1 2 (50.00%) DNS
1 2 (50.00%) Firewall
1 2 (50.00%) OpenVPN
1 2 (50.00%) VPN
Database & Business Intelligence
1 2 (50.00%) Amazon RDS
1 2 (50.00%) MySQL
General
1 2 (50.00%) Back Office
1 2 (50.00%) Banking
1 2 (50.00%) Finance
Job Titles
1 2 (50.00%) Analyst
1 2 (50.00%) Business Systems Analyst
1 2 (50.00%) DevOps Engineer
1 2 (50.00%) Senior Analyst
1 2 (50.00%) Senior Business Systems Analyst
1 2 (50.00%) Senior Systems Analyst
1 2 (50.00%) Systems Analyst
2 1 (25.00%) Senior DevOps
2 1 (25.00%) Senior DevOps Engineer
Libraries, Frameworks & Software Standards
1 2 (50.00%) Web Services
Miscellaneous
1 2 (50.00%) Analytical Skills
1 2 (50.00%) Client/Server
1 2 (50.00%) Mainframe
1 2 (50.00%) Management Information System
1 2 (50.00%) Mobile Banking
Operating Systems
1 2 (50.00%) CentOS
1 2 (50.00%) Linux
1 2 (50.00%) Red Hat Enterprise Linux
Processes & Methodologies
1 2 (50.00%) Auto-Scaling
1 2 (50.00%) Data Analysis
1 2 (50.00%) DevOps
1 2 (50.00%) Process Architecture
1 2 (50.00%) Release Management
1 2 (50.00%) Requirements Analysis
1 2 (50.00%) SDLC
1 2 (50.00%) Systems Analysis
1 2 (50.00%) Translating Business Requirements
1 2 (50.00%) UML
1 2 (50.00%) Wireframes
Systems Management
1 2 (50.00%) Puppet
Vendors
1 2 (50.00%) MikroTik
1 2 (50.00%) Red Hat
1 2 (50.00%) Splunk