Period
to 16 October 2019

The following table provides summary statistics for permanent job vacancies advertised in North Yorkshire with a requirement for Big Data skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Big Data over the 6 months to 16 October 2019 with a comparison to the same period in the previous 2 years.

Big Data
Yorkshire > North Yorkshire
6 months to
16 Oct 2019
Same period 2018 Same period 2017
Rank 133 110 82
Rank change year-on-year -23 -28 +19
Permanent jobs citing Big Data 11 6 19
As % of all permanent IT jobs advertised in North Yorkshire 0.70% 0.46% 1.53%
As % of the Database & Business Intelligence category 4.53% 1.42% 4.38%
Number of salaries quoted 12 6 17
North Yorkshire median annual salary £55,000 £43,250 £50,000
Median salary % change year-on-year +27.17% -13.50% -13.04%
10th Percentile £33,750 £37,500 £41,250
90th Percentile £67,500 £48,250 £74,250
Yorkshire median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% -4.76%

Big Data is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in North Yorkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
North Yorkshire
Permanent vacancies with a requirement for database or business intelligence skills 243 424 434
As % of all permanent IT jobs advertised in North Yorkshire 15.42% 32.17% 34.89%
Number of salaries quoted 222 391 374
North Yorkshire median annual salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25% -
10th Percentile £28,200 £26,250 £25,325
90th Percentile £55,000 £55,000 £53,563
Yorkshire median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +6.25%

Big Data
Job Vacancy Trend in North Yorkshire

Job postings citing Big Data as a percentage of all IT jobs advertised in North Yorkshire.

Job vacancy trend for Big Data in North Yorkshire

Big Data
Salary Trend in North Yorkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Big Data in North Yorkshire.

Salary trend for Big Data in North Yorkshire

Big Data
Salary Histogram in North Yorkshire

The salary distribution of IT jobs citing Big Data in North Yorkshire over the 6 months to 16 October 2019.

Salary histogram for Big Data in North Yorkshire

Big Data
Job Locations in North Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Big Data within the North Yorkshire region over the 6 months to 16 October 2019. 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
Harrogate -62 9 £55,000 +33.33% 2
Middlesbrough - 2 £37,500 -
Big Data
Yorkshire

For the 6 months to 16 October 2019, IT jobs citing Big Data 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 North Yorkshire region with a requirement for Big Data.

1 9 (81.82%) Node.js
2 8 (72.73%) NoSQL
3 7 (63.64%) SQL
4 6 (54.55%) JavaScript
4 6 (54.55%) Git (software)
5 5 (45.45%) Continuous Integration
5 5 (45.45%) JIRA
5 5 (45.45%) Configuration Management
5 5 (45.45%) Change Management
5 5 (45.45%) Azure
5 5 (45.45%) Puppet
5 5 (45.45%) Jenkins
5 5 (45.45%) Opscode Chef
5 5 (45.45%) Ansible
5 5 (45.45%) GitLab
5 5 (45.45%) Continuous Delivery
5 5 (45.45%) SDLC
5 5 (45.45%) DevOps
6 4 (36.36%) IBM Cloud
6 4 (36.36%) Degree
6 4 (36.36%) AWS
6 4 (36.36%) High Availability
6 4 (36.36%) IBM
6 4 (36.36%) Microsoft
6 4 (36.36%) Software Engineering
6 4 (36.36%) RESTful
7 3 (27.27%) Web Development
7 3 (27.27%) Relational Database
7 3 (27.27%) Cloud Native
7 3 (27.27%) Architectural Design

Big Data
Co-occurring IT Skills in North Yorkshire 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 5 (45.45%) Azure
2 4 (36.36%) AWS
2 4 (36.36%) IBM Cloud
Database & Business Intelligence
1 8 (72.73%) NoSQL
2 3 (27.27%) Relational Database
3 1 (9.09%) SQL Server
Development Applications
1 6 (54.55%) Git (software)
2 5 (45.45%) GitLab
2 5 (45.45%) Jenkins
2 5 (45.45%) JIRA
General
1 1 (9.09%) Finance
Job Titles
1 5 (45.45%) DevOps Engineer
2 3 (27.27%) Architect
2 3 (27.27%) Big Data Architect
2 3 (27.27%) Data Architect
2 3 (27.27%) Developer
2 3 (27.27%) IoT Architect
2 3 (27.27%) Software Developer
3 1 (9.09%) C# Developer
3 1 (9.09%) C# Software Developer
3 1 (9.09%) Cloud Developer
3 1 (9.09%) Developer/Software Engineer
3 1 (9.09%) Java Developer
3 1 (9.09%) Java Engineer
3 1 (9.09%) Java Software Developer
3 1 (9.09%) Java Software Engineer
3 1 (9.09%) JavaScript Developer
3 1 (9.09%) Senior Developer
3 1 (9.09%) Senior Software Developer
3 1 (9.09%) Software Engineer
3 1 (9.09%) SQL Developer
Libraries, Frameworks & Software Standards
1 9 (81.82%) Node.js
2 4 (36.36%) RESTful
3 2 (18.18%) .NET
3 2 (18.18%) ASP.NET
4 1 (9.09%) .NET Core
4 1 (9.09%) .NET Framework
Miscellaneous
1 3 (27.27%) Cloud Native
Processes & Methodologies
1 5 (45.45%) Change Management
1 5 (45.45%) Configuration Management
1 5 (45.45%) Continuous Delivery
1 5 (45.45%) Continuous Integration
1 5 (45.45%) DevOps
1 5 (45.45%) SDLC
2 4 (36.36%) High Availability
2 4 (36.36%) Software Engineering
3 3 (27.27%) Architectural Design
3 3 (27.27%) Microservices
3 3 (27.27%) Web Development
4 1 (9.09%) Data Integration
4 1 (9.09%) Machine Learning
4 1 (9.09%) Migration
4 1 (9.09%) MVC
Programming Languages
1 7 (63.64%) SQL
2 6 (54.55%) JavaScript
3 2 (18.18%) C#
4 1 (9.09%) Java
4 1 (9.09%) TypeScript
Qualifications
1 4 (36.36%) Degree
Systems Management
1 5 (45.45%) Ansible
1 5 (45.45%) Opscode Chef
1 5 (45.45%) Puppet
Vendors
1 4 (36.36%) IBM
1 4 (36.36%) Microsoft