The table below looks at the statistics for Data Analysis skills in IT jobs advertised for the Durham region. Included is a guide to the salaries offered in IT jobs that have cited Data Analysis over the 3 months to 4 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
4 Dec 2016
Same period 2015 Same period 2014
Data Analysis
Rank 25 37 23
Rank change year-on-year
+12 -14
Permanent jobs citing Data Analysis 4 5 1
As % of all permanent IT jobs located in Durham 2.92% 2.35% 1.06%
As % of the Processes & Methodologies category 3.36% 2.69% 1.25%
Number of salaries quoted 4 5 1
Median salary £37,500 £36,018 £40,000
Median salary % change year-on-year
+4.11% -9.95%
UK excluding London median salary £41,500 £38,500 £39,125
% change year-on-year
+7.79% -1.59%
Data Analysis
North East

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

Processes & Methodologies Category
Durham
Permanent IT job ads with a match in the
Processes & Methodologies category
119 186 80
As % of all permanent IT jobs located in Durham 86.86% 87.32% 85.11%
Number of salaries quoted 102 161 59
Median salary £35,000 £36,018 £37,500
Median salary % change year-on-year
-2.82% -3.95%
90% offered a salary of more than £28,000 £30,000 £24,500
10% offered a salary of more than £46,750 £52,500 £55,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Analysis
Jobs Demand Trend in Durham

The demand trend of job ads across the Durham 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 Durham

Data Analysis
Salary Trend in Durham

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

Data Analysis Salary Trend in Durham

Data Analysis
Job Locations in Durham

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analysis within the Durham region over the 3 months to 4 December 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
Stockton-on-Tees - 3 £37,500 -
Darlington - 1 £37,500 -
Data Analysis
North East

Data Analysis
Top 30 Related IT Skills in Durham

For the 6 months to 4 December 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 Durham region with a requirement for Data Analysis.

1 4 (57.14%) MATLAB
1 4 (57.14%) Change Management
1 4 (57.14%) NumPy
1 4 (57.14%) R
2 3 (42.86%) Hadoop
2 3 (42.86%) PaaS
2 3 (42.86%) Analytical Skills
2 3 (42.86%) HDInsight
2 3 (42.86%) Continuous Improvement
2 3 (42.86%) HBase
2 3 (42.86%) Machine Learning
2 3 (42.86%) Big Data
2 3 (42.86%) Statistical Modelling
2 3 (42.86%) MongoDB
2 3 (42.86%) Apache Cassandra
2 3 (42.86%) NoSQL
2 3 (42.86%) Business Analysis
2 3 (42.86%) UML
2 3 (42.86%) ISEB
2 3 (42.86%) Data Warehouse
2 3 (42.86%) ERP
2 3 (42.86%) MS Visio
3 2 (28.57%) SQL
3 2 (28.57%) Oracle
3 2 (28.57%) Agile Software Development
3 2 (28.57%) SDLC
3 2 (28.57%) Algorithms
4 1 (14.29%) Financial Analysis
4 1 (14.29%) Analytics
4 1 (14.29%) Relational Database

Data Analysis
Top Related IT Skills in Durham 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:

Applications
1 3 (42.86%) MS Visio
Cloud Services
1 3 (42.86%) PaaS
Database & Business Intelligence
1 3 (42.86%) Apache Cassandra
1 3 (42.86%) Big Data
1 3 (42.86%) Data Warehouse
1 3 (42.86%) Hadoop
1 3 (42.86%) HBase
1 3 (42.86%) HDInsight
1 3 (42.86%) MongoDB
1 3 (42.86%) NoSQL
2 1 (14.29%) MySQL
2 1 (14.29%) RDBMS
2 1 (14.29%) Relational Database
2 1 (14.29%) SQL Server
General
1 1 (14.29%) Billing
1 1 (14.29%) Finance
1 1 (14.29%) Marketing
Job Titles
1 4 (57.14%) Data Scientist
2 3 (42.86%) Analyst
2 3 (42.86%) Business Analyst
Libraries, Frameworks & Software Standards
1 4 (57.14%) NumPy
Miscellaneous
1 3 (42.86%) Analytical Skills
2 2 (28.57%) Algorithms
Processes & Methodologies
1 4 (57.14%) Change Management
2 3 (42.86%) Business Analysis
2 3 (42.86%) Continuous Improvement
2 3 (42.86%) ERP
2 3 (42.86%) Machine Learning
2 3 (42.86%) Statistical Modelling
2 3 (42.86%) UML
3 2 (28.57%) Agile Software Development
3 2 (28.57%) SDLC
4 1 (14.29%) Analytics
4 1 (14.29%) Business Intelligence
4 1 (14.29%) Financial Analysis
4 1 (14.29%) Project Management
4 1 (14.29%) Scrum
4 1 (14.29%) Stakeholder Management
Programming Languages
1 4 (57.14%) MATLAB
1 4 (57.14%) R
2 2 (28.57%) SQL
3 1 (14.29%) Java
3 1 (14.29%) Python
Qualifications
1 3 (42.86%) ISEB
Vendors
1 2 (28.57%) Oracle
2 1 (14.29%) Northgate