The following table provides summary statistics for permanent job vacancies advertised in the North East with a requirement for Data Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analytics over the 3 months to 25 June 2017 with a comparison to the same period in the previous 2 years.

Data Analytics
England / North East
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 64 75 -
Rank change year-on-year +11 -  
Permanent jobs citing Data Analytics 6 10 0
As % of all permanent IT jobs advertised in the North East 1.07% 1.26% -
As % of the Processes & Methodologies category 1.17% 1.49% -
Number of salaries quoted 5 10 0
Median salary £55,000 £64,154 -
Median salary % change year-on-year -14.26% -  
UK excluding London median salary £47,000 £54,000 £45,000
% change year-on-year -12.96% +20.00%  

Data Analytics is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the North East with a requirement for process and methodology skills.

Process & Methodology Skills
North East
Permanent job vacancies with a requirement for process and methodology skills 514 673 657
As % of all permanent IT job vacancies advertised in the North East 91.79% 85.08% 84.34%
Number of salaries quoted 451 598 542
Median salary £37,500 £40,000 £40,000
Median salary % change year-on-year -6.25% -  
90% offered a salary of more than £25,000 £28,000 £29,500
10% offered a salary of more than £55,500 £55,000 £67,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Analytics
Job Vacancy Trend in the North East

The job posting trend of jobs advertised in the North East citing Data Analytics as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Analytics in the North East

Data Analytics
Salary Trend in the North East

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Analytics in the North East.

Salary trend for Data Analytics in the North East

Data Analytics
Salary Histogram in the North East

The salary distribution of IT jobs citing Data Analytics in the North East over the 3 months to 25 June 2017.

Salary histogram for Data Analytics in the North East

Data Analytics
Job Locations in the North East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analytics within the North East region over the 3 months to 25 June 2017. 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 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
Durham 0 4 £55,000 +37.50%
Tyne and Wear +13 2 £63,750 -1.92%
Data Analytics
England

For the 6 months to 25 June 2017, IT jobs citing Data Analytics 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 East region with a requirement for Data Analytics.

1 9 (100.00%) Analytics
2 4 (44.44%) Analytical Skills
2 4 (44.44%) Machine Learning
3 3 (33.33%) SQL
3 3 (33.33%) Python
3 3 (33.33%) R
3 3 (33.33%) Natural Language Processing
4 2 (22.22%) Hadoop
4 2 (22.22%) Econometrics
4 2 (22.22%) Statistics
4 2 (22.22%) Operations Research
4 2 (22.22%) Data Mining
4 2 (22.22%) ETL
4 2 (22.22%) SAS
4 2 (22.22%) Business Intelligence
4 2 (22.22%) Microsoft
4 2 (22.22%) Advertising
4 2 (22.22%) Apache Spark
4 2 (22.22%) Data Analysis
4 2 (22.22%) Artificial Intelligence
4 2 (22.22%) HBase
4 2 (22.22%) Big Data
4 2 (22.22%) Statistical Modelling
5 1 (11.11%) Kafka
5 1 (11.11%) AngularJS
5 1 (11.11%) KnockoutJS
5 1 (11.11%) Software Engineering
5 1 (11.11%) Apache Pig
5 1 (11.11%) Sqoop
5 1 (11.11%) Information Governance

Data Analytics
Co-occurring IT Skills in the North East 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 2 (22.22%) Apache Spark
1 2 (22.22%) SAS
2 1 (11.11%) Apache Pig
2 1 (11.11%) Apache Solr
Applications
1 1 (11.11%) GNU Octave
1 1 (11.11%) Microsoft Office
Cloud Services
1 1 (11.11%) Amazon AWS
1 1 (11.11%) Microsoft Azure
1 1 (11.11%) Office 365
Communications & Networking
1 1 (11.11%) Internet
1 1 (11.11%) TCP/IP
Database & Business Intelligence
1 2 (22.22%) Big Data
1 2 (22.22%) Data Mining
1 2 (22.22%) Hadoop
1 2 (22.22%) HBase
2 1 (11.11%) Apache Cassandra
2 1 (11.11%) Apache Hive
2 1 (11.11%) Data Warehouse
2 1 (11.11%) Power BI
2 1 (11.11%) QlikView
2 1 (11.11%) SQL Server
2 1 (11.11%) Sqoop
General
1 2 (22.22%) Advertising
2 1 (11.11%) Back Office
2 1 (11.11%) Marketing
Job Titles
1 3 (33.33%) Data Scientist
2 2 (22.22%) Developer
3 1 (11.11%) .NET Developer
3 1 (11.11%) .NET Software Developer
3 1 (11.11%) Analyst
3 1 (11.11%) ASP.NET Developer
3 1 (11.11%) Big Data Engineer
3 1 (11.11%) Business Analyst
3 1 (11.11%) C# ASP.NET Developer
3 1 (11.11%) C# Developer
3 1 (11.11%) C# Software Developer
3 1 (11.11%) Data Analyst
3 1 (11.11%) Data Business Analyst
3 1 (11.11%) ETL Developer
3 1 (11.11%) Lead Systems Engineer
3 1 (11.11%) Mid-Level .NET Developer
3 1 (11.11%) Mid-Level C# .NET Developer
3 1 (11.11%) Mid-Level C# Developer
3 1 (11.11%) Software Developer
3 1 (11.11%) Systems Engineer
Libraries, Frameworks & Software Standards
1 3 (33.33%) Natural Language Processing
2 1 (11.11%) .NET
2 1 (11.11%) .NET Framework
2 1 (11.11%) AngularJS
2 1 (11.11%) ASP.NET
2 1 (11.11%) ASP.NET Web API
2 1 (11.11%) ASP.NET Web Forms
2 1 (11.11%) CSS
2 1 (11.11%) CSS3
2 1 (11.11%) Entity Framework
2 1 (11.11%) HTML
2 1 (11.11%) HTML5
2 1 (11.11%) Kafka
2 1 (11.11%) KnockoutJS
2 1 (11.11%) REST
2 1 (11.11%) SOAP
2 1 (11.11%) Web Services
Miscellaneous
1 4 (44.44%) Analytical Skills
2 1 (11.11%) Algorithms
2 1 (11.11%) Data Centre
2 1 (11.11%) Greenfield Project
2 1 (11.11%) Public Cloud
Operating Systems
1 1 (11.11%) Linux
1 1 (11.11%) Unix
1 1 (11.11%) Windows
1 1 (11.11%) Windows Server
Processes & Methodologies
1 9 (100.00%) Analytics
2 4 (44.44%) Machine Learning
3 2 (22.22%) Artificial Intelligence
3 2 (22.22%) Business Intelligence
3 2 (22.22%) Data Analysis
3 2 (22.22%) Econometrics
3 2 (22.22%) ETL
3 2 (22.22%) Operations Research
3 2 (22.22%) Statistical Modelling
3 2 (22.22%) Statistics
4 1 (11.11%) Continuous Integration
4 1 (11.11%) Data Security
4 1 (11.11%) ITIL
4 1 (11.11%) Mathematics
4 1 (11.11%) MVC
4 1 (11.11%) OO
4 1 (11.11%) Scrum
4 1 (11.11%) Stakeholder Management
4 1 (11.11%) Visualisation
4 1 (11.11%) Web Mining
Programming Languages
1 3 (33.33%) Python
1 3 (33.33%) R
1 3 (33.33%) SQL
2 1 (11.11%) C#
2 1 (11.11%) Julia
2 1 (11.11%) MATLAB
2 1 (11.11%) PowerShell
2 1 (11.11%) Shell Script
2 1 (11.11%) T-SQL
2 1 (11.11%) TypeScript
2 1 (11.11%) VB.NET
Qualifications
1 1 (11.11%) PhD
System Software
1 1 (11.11%) Active Directory
1 1 (11.11%) HDFS
1 1 (11.11%) VMware Infrastructure
Systems Management
1 1 (11.11%) Oozie
Vendors
1 2 (22.22%) Microsoft
2 1 (11.11%) Tableau
2 1 (11.11%) VMware