The table below looks at the statistics for Big Data skills in IT jobs advertised for the North Yorkshire region. Included is a guide to the salaries offered in IT jobs that have cited Big Data over the 3 months to 25 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Jul 2016
Same period 2015 Same period 2014
Big Data
Rank 68 93 91
Rank change year-on-year
+25 -2
Permanent jobs citing Big Data 6 7 4
As % of all permanent IT jobs located in North Yorkshire 0.87% 0.72% 0.39%
As % of the Database & Business Intelligence category 2.84% 2.08% 1.42%
Number of salaries quoted 5 7 4
Median salary £60,000 £35,000 £55,000
Median salary % change year-on-year
+71.42% -36.36%
90% offered a salary of more than £42,000 £35,000 £51,500
10% offered a salary of more than £65,000 £37,500 £90,000
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year
+10.00% -
Big Data
Yorkshire

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the North Yorkshire region.

Database & Business Intelligence Category
North Yorkshire
Permanent IT job ads with a match in the
Database & Business Intelligence category
211 337 281
As % of all permanent IT jobs located in North Yorkshire 30.49% 34.53% 27.33%
Number of salaries quoted 174 316 265
Median salary £40,000 £40,000 £35,000
Median salary % change year-on-year
- +14.28%
90% offered a salary of more than £30,000 £30,000 £28,500
10% offered a salary of more than £52,500 £49,500 £57,500
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

Big Data
Jobs Demand Trend in North Yorkshire

The demand trend of job ads across the North Yorkshire region citing Big Data as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Big Data Jobs Demand Trend 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 across the North Yorkshire region.

Big Data Salary Trend in North Yorkshire

Big Data
Salary Histogram in North Yorkshire

This chart provides a salary histogram for IT jobs citing Big Data across the North Yorkshire region over the 3 months to 25 July 2016.

Big Data Salary Histogram 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 25 July 2016. 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
(Click see detailed
statistics and trends)
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
Harrogate - 4 £62,500 -
Middlesbrough +2 1 £45,000 +28.57%
Big Data
Yorkshire

Big Data
Top 30 Related IT Skills in North Yorkshire

For the 6 months to 25 July 2016, 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 5 (45.45%) MongoDB
2 4 (36.36%) Mentoring
2 4 (36.36%) Hadoop
2 4 (36.36%) Machine Learning
2 4 (36.36%) Agile Software Development
2 4 (36.36%) Data Analysis
3 3 (27.27%) TDD
3 3 (27.27%) Finance
3 3 (27.27%) Software Engineering
3 3 (27.27%) Statistics
3 3 (27.27%) Mathematics
3 3 (27.27%) Applied Mathematics
3 3 (27.27%) Computer Science
3 3 (27.27%) Continuous Integration
3 3 (27.27%) Java
3 3 (27.27%) Microsoft
3 3 (27.27%) Apache Spark
3 3 (27.27%) BDD
4 2 (18.18%) QA Automation
4 2 (18.18%) Gherkin
4 2 (18.18%) NoSQL
4 2 (18.18%) JIRA
4 2 (18.18%) Cucumber
4 2 (18.18%) Amazon AWS
4 2 (18.18%) WebDriver
4 2 (18.18%) Oracle
4 2 (18.18%) Web Services
4 2 (18.18%) Selenium
4 2 (18.18%) QA
4 2 (18.18%) C#

Big Data
Top Related 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 3 (27.27%) Apache Spark
2 1 (9.09%) Apache
2 1 (9.09%) CMS
2 1 (9.09%) Jetty
2 1 (9.09%) Tomcat
Applications
1 1 (9.09%) Mingle
1 1 (9.09%) MS Excel
Cloud Services
1 2 (18.18%) Amazon AWS
2 1 (9.09%) Cloud Computing
2 1 (9.09%) Microsoft Azure
2 1 (9.09%) Office 365
2 1 (9.09%) PaaS
2 1 (9.09%) SaaS
2 1 (9.09%) Trello
Communications & Networking
1 1 (9.09%) Firewall
1 1 (9.09%) Internet
Database & Business Intelligence
1 5 (45.45%) MongoDB
2 4 (36.36%) Hadoop
3 2 (18.18%) NoSQL
4 1 (9.09%) Amazon DynamoDB
4 1 (9.09%) Amazon RDS
4 1 (9.09%) Amazon Redshift
4 1 (9.09%) Apache Cassandra
4 1 (9.09%) Data Warehouse
4 1 (9.09%) HBase
4 1 (9.09%) HDInsight
4 1 (9.09%) MySQL
4 1 (9.09%) Oracle Database
4 1 (9.09%) Oracle Database 10g
4 1 (9.09%) Oracle Database 11g
4 1 (9.09%) Oracle Database 12c
4 1 (9.09%) Oracle8/8i Database
4 1 (9.09%) SQL Server
4 1 (9.09%) SQL Server 2012
Development Applications
1 2 (18.18%) Cucumber
1 2 (18.18%) JIRA
1 2 (18.18%) NUnit
1 2 (18.18%) Selenium
1 2 (18.18%) WebDriver
2 1 (9.09%) Ant
2 1 (9.09%) Gradle
2 1 (9.09%) JUnit
2 1 (9.09%) Maven
2 1 (9.09%) VersionOne
General
1 3 (27.27%) Finance
2 1 (9.09%) Retail
Job Titles
1 4 (36.36%) Data Scientist
2 3 (27.27%) Analyst
3 2 (18.18%) Automation Test Analyst
3 2 (18.18%) Test Analyst
4 1 (9.09%) Administrator
4 1 (9.09%) Architect
4 1 (9.09%) Business Analyst
4 1 (9.09%) Data Administrator
4 1 (9.09%) DBA
4 1 (9.09%) Developer
4 1 (9.09%) Java Developer
4 1 (9.09%) MySQL DBA
4 1 (9.09%) Platform Engineer
4 1 (9.09%) Product Analyst
4 1 (9.09%) Product Business Analyst
4 1 (9.09%) Product Owner
4 1 (9.09%) Software Architect
4 1 (9.09%) Technical Architect
Libraries, Frameworks & Software Standards
1 2 (18.18%) Gherkin
1 2 (18.18%) Hibernate
1 2 (18.18%) Spring
1 2 (18.18%) Web Services
2 1 (9.09%) .NET
2 1 (9.09%) Apache Flex
2 1 (9.09%) CSS
2 1 (9.09%) Grails
2 1 (9.09%) HTML
2 1 (9.09%) J2EE
2 1 (9.09%) NumPy
2 1 (9.09%) RESTful
2 1 (9.09%) Spring Integration
Miscellaneous
1 3 (27.27%) Applied Mathematics
1 3 (27.27%) Computer Science
1 3 (27.27%) Mathematics
1 3 (27.27%) Statistics
2 1 (9.09%) Algorithms
2 1 (9.09%) Analytical Skills
2 1 (9.09%) Client/Server
2 1 (9.09%) Digital Media
2 1 (9.09%) Enterprise Software
2 1 (9.09%) Social Media
Operating Systems
1 1 (9.09%) CentOS
1 1 (9.09%) Linux
Processes & Methodologies
1 4 (36.36%) Agile Software Development
1 4 (36.36%) Data Analysis
1 4 (36.36%) Machine Learning
1 4 (36.36%) Mentoring
2 3 (27.27%) BDD
2 3 (27.27%) Continuous Integration
2 3 (27.27%) Software Engineering
2 3 (27.27%) TDD
3 2 (18.18%) QA Automation
4 1 (9.09%) Analytics
4 1 (9.09%) Asset Management
4 1 (9.09%) DevOps
4 1 (9.09%) High Availability
4 1 (9.09%) Open Source
4 1 (9.09%) Open Source Development
4 1 (9.09%) Performance Tuning
4 1 (9.09%) Presales
4 1 (9.09%) SDLC
4 1 (9.09%) Software Delivery
4 1 (9.09%) Statistical Modelling
Programming Languages
1 3 (27.27%) Java
2 2 (18.18%) C#
3 1 (9.09%) Groovy
3 1 (9.09%) MATLAB
3 1 (9.09%) R
3 1 (9.09%) SQL
Qualifications
1 1 (9.09%) Degree
Quality Assurance & Compliance
1 2 (18.18%) QA
Vendors
1 3 (27.27%) Microsoft
2 2 (18.18%) Oracle
3 1 (9.09%) Red Hat