Period
to 14 November 2018

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 14 November 2018 with a comparison to the same period in the previous 2 years.

Big Data
Yorkshire > North Yorkshire
6 months to
14 Nov 2018
Same period 2017 Same period 2016
Rank 99 80 106
Rank change year-on-year -19 +26 +20
Permanent jobs citing Big Data 10 21 11
As % of all permanent IT jobs advertised in North Yorkshire 0.74% 1.70% 0.72%
As % of the Database & Business Intelligence category 2.40% 4.76% 2.51%
Number of salaries quoted 10 19 10
North Yorkshire median annual salary £44,000 £50,000 £57,500
Median salary % change year-on-year -12.00% -13.04% +64.29%
10th Percentile £38,500 £40,500 £42,000
90th Percentile £47,750 £75,000 £77,500
Yorkshire median annual salary £52,500 £47,500 £55,000
% change year-on-year +10.53% -13.64% +27.91%

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 417 441 439
As % of all permanent IT jobs advertised in North Yorkshire 30.98% 35.62% 28.58%
Number of salaries quoted 384 374 361
North Yorkshire median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -
10th Percentile £27,500 £25,325 £26,000
90th Percentile £53,750 £53,750 £51,250
Yorkshire median annual salary £42,500 £42,500 £40,000
% change year-on-year - +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
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 14 November 2018. 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
York -12 8 £44,000 -12.00% 1
Harrogate +2 2 £41,250 -13.16%
Big Data
Yorkshire

For the 6 months to 14 November 2018, 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 6 (60.00%) SQL
1 6 (60.00%) Hadoop
1 6 (60.00%) Apache Spark
2 5 (50.00%) DevOps
2 5 (50.00%) Microsoft Azure
2 5 (50.00%) Amazon AWS
2 5 (50.00%) Software Engineering
3 3 (30.00%) JavaScript
3 3 (30.00%) SQL Server Integration Services
3 3 (30.00%) Security Cleared
3 3 (30.00%) CentOS
3 3 (30.00%) Scala
3 3 (30.00%) SQL Server
3 3 (30.00%) Linux
3 3 (30.00%) Business Intelligence
3 3 (30.00%) Configuration Management
3 3 (30.00%) Puppet
3 3 (30.00%) Continuous Improvement
3 3 (30.00%) Kafka
3 3 (30.00%) Opscode Chef
3 3 (30.00%) Presales
3 3 (30.00%) Terraform
4 2 (20.00%) CSS3
4 2 (20.00%) .NET Core
4 2 (20.00%) ASP.NET MVC
4 2 (20.00%) HTML5
4 2 (20.00%) MVVM
4 2 (20.00%) Xamarin
4 2 (20.00%) Microsoft
4 2 (20.00%) ASP.NET

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:

Application Platforms
1 6 (60.00%) Apache Spark
Cloud Services
1 5 (50.00%) Amazon AWS
1 5 (50.00%) Microsoft Azure
Communications & Networking
1 1 (10.00%) Internet
Database & Business Intelligence
1 6 (60.00%) Hadoop
2 3 (30.00%) SQL Server
2 3 (30.00%) SQL Server Integration Services
Job Titles
1 3 (30.00%) Developer
1 3 (30.00%) DevOps Engineer
2 2 (20.00%) .NET Software Engineer
2 2 (20.00%) Azure Engineer
2 2 (20.00%) Azure Software Engineer
2 2 (20.00%) Business Intelligence Consultant
2 2 (20.00%) C# Software Engineer
2 2 (20.00%) Consultant
2 2 (20.00%) Software Engineer
3 1 (10.00%) Applications Developer
3 1 (10.00%) Business Intelligence Developer
3 1 (10.00%) Cloud Developer
3 1 (10.00%) Mobile Applications Developer
3 1 (10.00%) Mobile Developer
3 1 (10.00%) SSIS Developer
Libraries, Frameworks & Software Standards
1 3 (30.00%) Kafka
2 2 (20.00%) .NET
2 2 (20.00%) .NET Core
2 2 (20.00%) .NET Framework
2 2 (20.00%) Ajax
2 2 (20.00%) ASP.NET
2 2 (20.00%) ASP.NET MVC
2 2 (20.00%) CSS
2 2 (20.00%) CSS3
2 2 (20.00%) HTML
2 2 (20.00%) HTML5
2 2 (20.00%) jQuery
2 2 (20.00%) LINQ
2 2 (20.00%) WPF
3 1 (10.00%) Node.js
Miscellaneous
1 1 (10.00%) Internet of Things
1 1 (10.00%) Mobile App
1 1 (10.00%) User Experience
Operating Systems
1 3 (30.00%) CentOS
1 3 (30.00%) Linux
2 1 (10.00%) Android
2 1 (10.00%) Apple iOS
Processes & Methodologies
1 5 (50.00%) DevOps
1 5 (50.00%) Software Engineering
2 3 (30.00%) Business Intelligence
2 3 (30.00%) Configuration Management
2 3 (30.00%) Continuous Improvement
2 3 (30.00%) Presales
3 2 (20.00%) Agile Software Development
3 2 (20.00%) Artificial Intelligence
3 2 (20.00%) MVC
3 2 (20.00%) MVVM
3 2 (20.00%) TDD
3 2 (20.00%) Web Development
4 1 (10.00%) Android Development
4 1 (10.00%) iOS Development
4 1 (10.00%) Mobile Development
4 1 (10.00%) Open Source
Programming Languages
1 6 (60.00%) SQL
2 3 (30.00%) JavaScript
2 3 (30.00%) Scala
3 2 (20.00%) C#
3 2 (20.00%) T-SQL
4 1 (10.00%) Java
4 1 (10.00%) Python
Qualifications
1 3 (30.00%) Security Cleared
Quality Assurance & Compliance
1 2 (20.00%) QA
Systems Management
1 3 (30.00%) Opscode Chef
1 3 (30.00%) Puppet
1 3 (30.00%) Terraform
Vendors
1 2 (20.00%) Microsoft
1 2 (20.00%) Xamarin