The table below looks at the statistics for Data Analysis skills in IT jobs advertised for the North Yorkshire region. Included is a guide to the salaries offered in IT jobs that have cited Data Analysis over the 3 months to 28 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Jul 2016
Same period 2015 Same period 2014
Data Analysis
Rank 63 96 90
Rank change year-on-year
+33 -6
Permanent jobs citing Data Analysis 10 2 2
As % of all permanent IT jobs located in North Yorkshire 1.47% 0.21% 0.19%
As % of the Processes & Methodologies category 1.71% 0.23% 0.23%
Number of salaries quoted 10 1 2
Median salary £36,250 £37,500 £55,000
Median salary % change year-on-year
-3.33% -31.81%
UK excluding London median salary £40,000 £38,000 £38,625
% change year-on-year
+5.26% -1.61%
Data Analysis
Yorkshire

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

Processes & Methodologies Category
North Yorkshire
Permanent IT job ads with a match in the
Processes & Methodologies category
585 883 866
As % of all permanent IT jobs located in North Yorkshire 86.03% 91.31% 83.27%
Number of salaries quoted 469 809 695
Median salary £40,000 £41,500 £37,500
Median salary % change year-on-year
-3.61% +10.66%
90% offered a salary of more than £26,500 £28,000 £26,500
10% offered a salary of more than £55,000 £50,000 £57,500
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Analysis
Jobs Demand Trend in North Yorkshire

The demand trend of job ads across the North Yorkshire region citing Data Analysis as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Analysis Jobs Demand Trend in North Yorkshire

Data Analysis
Salary Trend in North Yorkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Analysis across the North Yorkshire region.

Data Analysis Salary Trend in North Yorkshire

Data Analysis
Salary Histogram in North Yorkshire

This chart provides a salary histogram for IT jobs citing Data Analysis across the North Yorkshire region over the 3 months to 28 July 2016.

Data Analysis Salary Histogram in North Yorkshire

Data Analysis
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 Data Analysis within the North Yorkshire region over the 3 months to 28 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 +34 3 £65,000 +73.33%
Middlesbrough - 2 £38,000 -
Thirsk - 2 £24,250 -
York - 2 £36,250 -
Data Analysis
Yorkshire

Data Analysis
Top 30 Related IT Skills in North Yorkshire

For the 6 months to 28 July 2016, IT jobs citing Data Analysis 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 Data Analysis.

1 5 (45.45%) Finance
1 5 (45.45%) Mathematics
2 4 (36.36%) Hadoop
2 4 (36.36%) MongoDB
2 4 (36.36%) Machine Learning
2 4 (36.36%) Big Data
2 4 (36.36%) Statistics
2 4 (36.36%) SQL
3 3 (27.27%) Business Intelligence
3 3 (27.27%) Mentoring
3 3 (27.27%) Analytical Skills
3 3 (27.27%) Apache Spark
3 3 (27.27%) Degree
3 3 (27.27%) Applied Mathematics
3 3 (27.27%) Computer Science
4 2 (18.18%) Data Governance
4 2 (18.18%) Microsoft
4 2 (18.18%) SQL Server
4 2 (18.18%) MS Excel
4 2 (18.18%) Marketing
4 2 (18.18%) SQL Server Integration Services
4 2 (18.18%) Power BI
5 1 (9.09%) ISO/IEC 27001
5 1 (9.09%) Business Development
5 1 (9.09%) Telecoms
5 1 (9.09%) Validation
5 1 (9.09%) SQL Server Reporting Services
5 1 (9.09%) Competitor Analysis
5 1 (9.09%) MS PowerPoint
5 1 (9.09%) Dynamics CRM

Data Analysis
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
Applications
1 2 (18.18%) MS Excel
2 1 (9.09%) MS Office
2 1 (9.09%) MS PowerPoint
2 1 (9.09%) MS Project
2 1 (9.09%) SPSS
Business Applications
1 1 (9.09%) Dynamics CRM
Cloud Services
1 1 (9.09%) PaaS
Database & Business Intelligence
1 4 (36.36%) Big Data
1 4 (36.36%) Hadoop
1 4 (36.36%) MongoDB
2 2 (18.18%) Power BI
2 2 (18.18%) SQL Server
2 2 (18.18%) SQL Server Integration Services
3 1 (9.09%) Apache Cassandra
3 1 (9.09%) Data Warehouse
3 1 (9.09%) HBase
3 1 (9.09%) HDInsight
3 1 (9.09%) NoSQL
3 1 (9.09%) SQL Server Analysis Services
3 1 (9.09%) SQL Server Reporting Services
General
1 5 (45.45%) Finance
2 2 (18.18%) Marketing
3 1 (9.09%) Telecoms
Job Titles
1 5 (45.45%) Analyst
2 4 (36.36%) Data Scientist
3 2 (18.18%) Commercial Analyst
4 1 (9.09%) Business Analyst
4 1 (9.09%) Business Developer
4 1 (9.09%) Business Intelligence Developer
4 1 (9.09%) CRM Analyst
4 1 (9.09%) Data Governance Analyst
4 1 (9.09%) Data Governance Manager
4 1 (9.09%) Data Manager
4 1 (9.09%) Developer
4 1 (9.09%) Financial Analyst
4 1 (9.09%) Governance Manager
4 1 (9.09%) Junior
4 1 (9.09%) Junior Analyst
4 1 (9.09%) Junior Business Analyst
4 1 (9.09%) Pricing Analyst
4 1 (9.09%) Service Manager
4 1 (9.09%) Support Analyst
Libraries, Frameworks & Software Standards
1 1 (9.09%) NumPy
Miscellaneous
1 5 (45.45%) Mathematics
2 4 (36.36%) Statistics
3 3 (27.27%) Analytical Skills
3 3 (27.27%) Applied Mathematics
3 3 (27.27%) Computer Science
4 1 (9.09%) Algorithms
4 1 (9.09%) Driving Licence
4 1 (9.09%) Pricing Data
Processes & Methodologies
1 4 (36.36%) Machine Learning
2 3 (27.27%) Business Intelligence
2 3 (27.27%) Mentoring
3 2 (18.18%) Data Governance
4 1 (9.09%) Analytics
4 1 (9.09%) Business Development
4 1 (9.09%) Competitor Analysis
4 1 (9.09%) CRM
4 1 (9.09%) Dashboard Development
4 1 (9.09%) Data Analytics
4 1 (9.09%) Data Cleansing
4 1 (9.09%) Data Modelling
4 1 (9.09%) Data Protection
4 1 (9.09%) Line Management
4 1 (9.09%) PRINCE2
4 1 (9.09%) Project Management
4 1 (9.09%) Resource Management
4 1 (9.09%) SDLC
4 1 (9.09%) Statistical Modelling
4 1 (9.09%) Validation
Programming Languages
1 4 (36.36%) SQL
2 1 (9.09%) MATLAB
2 1 (9.09%) R
Qualifications
1 3 (27.27%) Degree
Quality Assurance & Compliance
1 1 (9.09%) Data Quality
1 1 (9.09%) ISO/IEC 27001
Vendors
1 2 (18.18%) Microsoft