Period
to 22 February 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 22 February 2018 with a comparison to the same period in the previous 2 years.

Big Data
Yorkshire > North Yorkshire
6 months to
22 Feb 2018
Same period 2017 Same period 2016
Rank 83 107 122
Rank change year-on-year +24 +15 +16
Permanent jobs citing Big Data 16 9 3
As % of all permanent IT jobs advertised in North Yorkshire 1.23% 0.57% 0.17%
As % of the Database & Business Intelligence category 4.56% 1.89% 0.57%
Number of salaries quoted 14 8 2
North Yorkshire median annual salary £48,750 £45,000 £41,250
Median salary % change year-on-year +8.33% +9.09% +1.85%
10th Percentile £38,625 £31,000 £36,625
90th Percentile £83,750 £70,625 £48,875
Yorkshire median annual salary £50,000 £55,000 £47,500
% change year-on-year -9.09% +15.79% -13.64%

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 351 475 524
As % of all permanent IT jobs advertised in North Yorkshire 26.96% 30.18% 30.48%
Number of salaries quoted 310 407 467
North Yorkshire median annual salary £42,500 £40,000 £37,500
Median salary % change year-on-year +6.25% +6.67% -1.32%
10th Percentile £27,500 £25,250 £26,250
90th Percentile £55,000 £51,250 £50,100
Yorkshire median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +6.67%

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 22 February 2018.

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 22 February 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 0 6 £50,000 +11.11%
Harrogate - 3 £47,500 -
Knaresborough - 2 £42,500 -
Skipton - 2 £30,000 -
Big Data
Yorkshire

For the 6 months to 22 February 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 (37.50%) SQL
2 5 (31.25%) Business Intelligence
2 5 (31.25%) Asset Management
2 5 (31.25%) Marketing
2 5 (31.25%) Product Management
2 5 (31.25%) SaaS
2 5 (31.25%) Data Science
3 4 (25.00%) Analytics
3 4 (25.00%) Microsoft Azure
3 4 (25.00%) .NET
3 4 (25.00%) SQL Server
3 4 (25.00%) GIS
4 3 (18.75%) Migration
4 3 (18.75%) Java
4 3 (18.75%) Python
4 3 (18.75%) NoSQL
4 3 (18.75%) SQL Server Integration Services
4 3 (18.75%) SQL Server Analysis Services
4 3 (18.75%) Web Development
4 3 (18.75%) Agile Software Development
4 3 (18.75%) SQL Server Reporting Services
4 3 (18.75%) DevOps
5 2 (12.50%) Presales
5 2 (12.50%) Power BI
5 2 (12.50%) Pandas
5 2 (12.50%) PostGIS
5 2 (12.50%) IaaS
5 2 (12.50%) R
5 2 (12.50%) Data Visualisation
5 2 (12.50%) Tableau

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 1 (6.25%) Jetty
1 1 (6.25%) Tomcat
Cloud Services
1 5 (31.25%) SaaS
2 4 (25.00%) Microsoft Azure
3 2 (12.50%) Azure Data Factory
3 2 (12.50%) Cortana Intelligence Suite
3 2 (12.50%) IaaS
4 1 (6.25%) Amazon AWS
4 1 (6.25%) Bluemix
4 1 (6.25%) IBM Cloud
Communications & Networking
1 1 (6.25%) Internet
Database & Business Intelligence
1 4 (25.00%) GIS
1 4 (25.00%) SQL Server
2 3 (18.75%) NoSQL
2 3 (18.75%) SQL Server Analysis Services
2 3 (18.75%) SQL Server Integration Services
2 3 (18.75%) SQL Server Reporting Services
3 2 (12.50%) Azure SQL Database
3 2 (12.50%) Data Lake
3 2 (12.50%) PostgreSQL
3 2 (12.50%) Power BI
4 1 (6.25%) SQL Server 2016
General
1 5 (31.25%) Marketing
2 1 (6.25%) Manufacturing
Job Titles
1 4 (25.00%) Developer
2 3 (18.75%) Big Data Manager
2 3 (18.75%) DBA
2 3 (18.75%) Development DBA
2 3 (18.75%) Product Manager
2 3 (18.75%) SQL DBA
2 3 (18.75%) SQL Server DBA
2 3 (18.75%) SQL Server Development DBA
3 2 (12.50%) Architect
3 2 (12.50%) Product Owner
3 2 (12.50%) Python Developer
3 2 (12.50%) Software Developer
4 1 (6.25%) Database Developer
4 1 (6.25%) Lead Architect
4 1 (6.25%) Senior Developer
4 1 (6.25%) Solutions Architect
4 1 (6.25%) SQL Database Developer
4 1 (6.25%) SQL Developer
4 1 (6.25%) Systems Manager
4 1 (6.25%) Technical Architect
Libraries, Frameworks & Software Standards
1 4 (25.00%) .NET
2 2 (12.50%) .NET Framework
2 2 (12.50%) Django
2 2 (12.50%) HTML
2 2 (12.50%) NumPy
2 2 (12.50%) Pandas
2 2 (12.50%) PostGIS
3 1 (6.25%) Hibernate
3 1 (6.25%) Spring
3 1 (6.25%) Spring Integration
Miscellaneous
1 1 (6.25%) Internet of Things
1 1 (6.25%) SCADA
Operating Systems
1 2 (12.50%) Linux
1 2 (12.50%) Unix
Processes & Methodologies
1 5 (31.25%) Asset Management
1 5 (31.25%) Business Intelligence
1 5 (31.25%) Data Science
1 5 (31.25%) Product Management
2 4 (25.00%) Analytics
3 3 (18.75%) Agile Software Development
3 3 (18.75%) DevOps
3 3 (18.75%) Migration
3 3 (18.75%) Web Development
4 2 (12.50%) Data Visualisation
4 2 (12.50%) Image Processing
4 2 (12.50%) Mathematics
4 2 (12.50%) Presales
4 2 (12.50%) Stakeholder Management
4 2 (12.50%) Visualisation
5 1 (6.25%) CRM
5 1 (6.25%) Data Analytics
5 1 (6.25%) Data Protection
5 1 (6.25%) Open Source
5 1 (6.25%) Supplier Management
Programming Languages
1 6 (37.50%) SQL
2 3 (18.75%) Java
2 3 (18.75%) Python
3 2 (12.50%) C++
3 2 (12.50%) JavaScript
3 2 (12.50%) R
4 1 (6.25%) Go
4 1 (6.25%) PHP
4 1 (6.25%) Ruby
4 1 (6.25%) T-SQL
Qualifications
1 2 (12.50%) Microsoft Certification
System Software
1 2 (12.50%) Virtual Machines
Vendors
1 2 (12.50%) Capita
1 2 (12.50%) Microsoft
1 2 (12.50%) Tableau
2 1 (6.25%) IBM