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 23 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Jan 2017
Same period 2016 Same period 2015
Big Data
Yorkshire / North Yorkshire
Rank 79 - 99
Rank change year-on-year
- 0
Permanent jobs citing Big Data 1 0 1
As % of all permanent IT jobs located in North Yorkshire 0.13% - 0.093%
As % of the Database & Business Intelligence category 0.46% - 0.40%
Number of salaries quoted 1 0 1
Median salary £75,000 - £40,500
UK excluding London median salary £55,000 £52,500 £47,500
% change year-on-year
+4.76% +10.52%

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
218 254 250
As % of all permanent IT jobs located in North Yorkshire 29.22% 31.44% 23.36%
Number of salaries quoted 190 232 223
Median salary £39,250 £37,500 £40,000
Median salary % change year-on-year
+4.66% -6.25%
90% offered a salary of more than £28,200 £28,300 £25,000
10% offered a salary of more than £50,000 £47,500 £45,000
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +6.25%

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
Top 30 Related IT Skills in North Yorkshire

For the 6 months to 23 January 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 5 (83.33%) Data Warehouse
1 5 (83.33%) Hadoop
2 4 (66.67%) SQL
3 3 (50.00%) SQL Server
3 3 (50.00%) Business Intelligence
3 3 (50.00%) MongoDB
3 3 (50.00%) Amazon AWS
3 3 (50.00%) R
4 2 (33.33%) HBase
4 2 (33.33%) PaaS
4 2 (33.33%) NumPy
4 2 (33.33%) Machine Learning
4 2 (33.33%) Statistical Modelling
4 2 (33.33%) Kimball Methodology
4 2 (33.33%) Amazon DynamoDB
4 2 (33.33%) Relational Database
4 2 (33.33%) Amazon Redshift
4 2 (33.33%) Analytical Skills
4 2 (33.33%) Algorithms
4 2 (33.33%) HDInsight
4 2 (33.33%) SDLC
4 2 (33.33%) Apache Cassandra
4 2 (33.33%) NoSQL
4 2 (33.33%) Microsoft Azure
4 2 (33.33%) Agile Software Development
4 2 (33.33%) Retail
4 2 (33.33%) SQL Server Reporting Services
4 2 (33.33%) Data Analysis
4 2 (33.33%) SQL Server Integration Services
4 2 (33.33%) SQL Server Analysis Services

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 1 (16.67%) Apache Spark
Cloud Services
1 3 (50.00%) Amazon AWS
2 2 (33.33%) Microsoft Azure
2 2 (33.33%) PaaS
3 1 (16.67%) Cloud Computing
3 1 (16.67%) Google Cloud Platform
Database & Business Intelligence
1 5 (83.33%) Data Warehouse
1 5 (83.33%) Hadoop
2 3 (50.00%) MongoDB
2 3 (50.00%) SQL Server
3 2 (33.33%) Amazon DynamoDB
3 2 (33.33%) Amazon Redshift
3 2 (33.33%) Apache Cassandra
3 2 (33.33%) HBase
3 2 (33.33%) HDInsight
3 2 (33.33%) MySQL
3 2 (33.33%) NoSQL
3 2 (33.33%) PostgreSQL
3 2 (33.33%) Relational Database
3 2 (33.33%) SQL Server Analysis Services
3 2 (33.33%) SQL Server Integration Services
3 2 (33.33%) SQL Server Reporting Services
4 1 (16.67%) Power BI
4 1 (16.67%) Redis
General
1 2 (33.33%) Retail
Job Titles
1 2 (33.33%) Business Developer
1 2 (33.33%) Business Intelligence Developer
1 2 (33.33%) Cloud Developer
1 2 (33.33%) Developer
1 2 (33.33%) SQL BI Developer
1 2 (33.33%) SQL Developer
2 1 (16.67%) Architect
2 1 (16.67%) AWS Architect
2 1 (16.67%) AWS DevOps
2 1 (16.67%) Consultant
2 1 (16.67%) DevOps Architect
2 1 (16.67%) Infrastructure Architect
Libraries, Frameworks & Software Standards
1 2 (33.33%) NumPy
1 2 (33.33%) Web Services
Miscellaneous
1 2 (33.33%) Algorithms
1 2 (33.33%) Analytical Skills
2 1 (16.67%) Visualisation
Processes & Methodologies
1 3 (50.00%) Business Intelligence
2 2 (33.33%) Agile Software Development
2 2 (33.33%) Data Analysis
2 2 (33.33%) ETL
2 2 (33.33%) Kimball Methodology
2 2 (33.33%) Machine Learning
2 2 (33.33%) Scrum
2 2 (33.33%) SDLC
2 2 (33.33%) Statistical Modelling
3 1 (16.67%) Analytics
3 1 (16.67%) Configuration Management
3 1 (16.67%) DevOps
Programming Languages
1 4 (66.67%) SQL
2 3 (50.00%) R
3 2 (33.33%) MATLAB
3 2 (33.33%) T-SQL
3 2 (33.33%) VBA
4 1 (16.67%) Java
Vendors
1 2 (33.33%) Cognos
1 2 (33.33%) Microsoft
1 2 (33.33%) Oracle
2 1 (16.67%) Google
North Yorkshire
Complete Tech Limited
Salary: Up to £50,000 per annum negotiable + great benefits
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