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 3 months to 29 June 2017 with a comparison to the same period in the previous 2 years.

Big Data
Yorkshire / North Yorkshire
3 months to
29 Jun 2017
Same period 2016 Same period 2015
Rank 71 77 -
Rank change year-on-year +6 -  
Permanent jobs citing Big Data 5 5 0
As % of all permanent IT jobs advertised in North Yorkshire 0.67% 0.66% -
As % of the Database & Business Intelligence category 2.28% 2.10% -
Number of salaries quoted 5 4 0
Median salary £50,000 £62,500 -
Median salary % change year-on-year -20.00% -  
UK excluding London median salary £52,500 £54,000 £47,500
% change year-on-year -2.77% +13.68%  

Big Data is in the database and business intelligence skills category. The next 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 and business intelligence skills.

Database & Business Intelligence Skills
North Yorkshire
Permanent job vacancies with a requirement for database and business intelligence skills 219 238 373
As % of all permanent IT job vacancies advertised in North Yorkshire 29.51% 31.19% 36.89%
Number of salaries quoted 370 442 753
Median salary £40,000 £40,000 £40,000
90% offered a salary of more than £27,500 £31,250 £27,000
10% offered a salary of more than £52,500 £55,000 £51,250
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

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 3 months to 29 June 2017.

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 3 months to 29 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
York - 3 £50,000 -
Middlesbrough - 1 £40,000 -
Big Data
Yorkshire

For the 6 months to 29 June 2017, IT jobs citing Big Data 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 North Yorkshire region with a requirement for Big Data.

1 12 (92.31%) SQL Server
2 11 (84.62%) SQL
3 9 (69.23%) Business Intelligence
3 9 (69.23%) Microsoft Azure
4 8 (61.54%) MySQL
5 6 (46.15%) Linux
5 6 (46.15%) Nagios
5 6 (46.15%) TeamCity
5 6 (46.15%) Git (software)
5 6 (46.15%) ZABBIX
5 6 (46.15%) Team Foundation Server
5 6 (46.15%) Hadoop
5 6 (46.15%) Subversion
5 6 (46.15%) Capistrano
5 6 (46.15%) Puppet
5 6 (46.15%) Apache Cassandra
5 6 (46.15%) HBase
5 6 (46.15%) Kafka
5 6 (46.15%) Ansible
5 6 (46.15%) Octopus Deploy
5 6 (46.15%) DevOps
5 6 (46.15%) SaltStack
5 6 (46.15%) Apache Spark
5 6 (46.15%) Vagrant
5 6 (46.15%) Opscode Chef
5 6 (46.15%) New Relic
6 5 (38.46%) SQL Server Reporting Services
6 5 (38.46%) ETL
7 3 (23.08%) SQL Server 2016
7 3 (23.08%) Data Modelling

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 (46.15%) Apache Spark
Applications
1 1 (7.69%) SPSS
Cloud Services
1 9 (69.23%) Microsoft Azure
Database & Business Intelligence
1 12 (92.31%) SQL Server
2 8 (61.54%) MySQL
3 6 (46.15%) Apache Cassandra
3 6 (46.15%) Hadoop
3 6 (46.15%) HBase
4 5 (38.46%) SQL Server Reporting Services
5 3 (23.08%) SQL Server 2016
5 3 (23.08%) SQL Server Analysis Services
5 3 (23.08%) SQL Server Integration Services
6 2 (15.38%) Data Warehouse
6 2 (15.38%) Power BI
6 2 (15.38%) QlikView
Development Applications
1 6 (46.15%) Git (software)
1 6 (46.15%) Octopus Deploy
1 6 (46.15%) Subversion
1 6 (46.15%) Team Foundation Server
1 6 (46.15%) TeamCity
1 6 (46.15%) Vagrant
General
1 1 (7.69%) Finance
Job Titles
1 6 (46.15%) DevOps Specialist
2 4 (30.77%) Cloud Specialist
2 4 (30.77%) Developer
3 3 (23.08%) Database Developer
4 1 (7.69%) .NET Developer
4 1 (7.69%) Big Data Developer
4 1 (7.69%) Data Scientist
Libraries, Frameworks & Software Standards
1 6 (46.15%) Kafka
2 1 (7.69%) .NET
2 1 (7.69%) .NET Framework
2 1 (7.69%) ASP.NET
2 1 (7.69%) ASP.NET MVC
2 1 (7.69%) ASP.NET Web API
2 1 (7.69%) Entity Framework
Miscellaneous
1 1 (7.69%) Greenfield Project
Operating Systems
1 6 (46.15%) Linux
Processes & Methodologies
1 9 (69.23%) Business Intelligence
2 6 (46.15%) DevOps
3 5 (38.46%) ETL
4 3 (23.08%) CRM
4 3 (23.08%) Data Modelling
5 2 (15.38%) Analytics
5 2 (15.38%) Business Analysis
5 2 (15.38%) Dashboard Development
5 2 (15.38%) Data Analytics
5 2 (15.38%) Data Cleansing
5 2 (15.38%) Data Validation
5 2 (15.38%) Validation
5 2 (15.38%) Visualisation
6 1 (7.69%) MVC
Programming Languages
1 11 (84.62%) SQL
2 3 (23.08%) T-SQL
3 1 (7.69%) C#
3 1 (7.69%) MATLAB
3 1 (7.69%) R
Systems Management
1 6 (46.15%) Ansible
1 6 (46.15%) Capistrano
1 6 (46.15%) Nagios
1 6 (46.15%) Opscode Chef
1 6 (46.15%) Puppet
1 6 (46.15%) ZABBIX
Vendors
1 6 (46.15%) New Relic
1 6 (46.15%) SaltStack