The table below looks at the statistics for Data Analysis skills in IT jobs advertised for the North East region. Included is a guide to the salaries offered in IT jobs that have cited Data Analysis over the 3 months to 29 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Sep 2016
Same period 2015 Same period 2014
Data Analysis
Rank 64 80 75
Rank change year-on-year
+16 -5
Permanent jobs citing Data Analysis 12 5 5
As % of all permanent IT jobs located in the North East 1.71% 0.66% 0.61%
As % of the Processes & Methodologies category 1.99% 0.75% 0.72%
Number of salaries quoted 12 2 3
Median salary £38,750 £39,649 £28,780
Median salary % change year-on-year
-2.26% +37.76%
UK excluding London median salary £42,000 £40,000 £38,000
% change year-on-year
+5.00% +5.26%
Data Analysis
England

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 East region.

Processes & Methodologies Category
North East
Permanent IT job ads with a match in the
Processes & Methodologies category
602 670 692
As % of all permanent IT jobs located in the North East 86.00% 88.04% 84.39%
Number of salaries quoted 522 566 519
Median salary £40,000 £40,000 £37,500
Median salary % change year-on-year
- +6.66%
90% offered a salary of more than £30,000 £30,000 £25,000
10% offered a salary of more than £60,000 £62,500 £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 the North East

The demand trend of job ads across the North East 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 the North East

Data Analysis
Salary Trend in the North East

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

Data Analysis Salary Trend in the North East

Data Analysis
Salary Histogram in the North East

This chart provides a salary histogram for IT jobs citing Data Analysis across the North East region over the 3 months to 29 September 2016.

Data Analysis Salary Histogram in the North East

Data Analysis
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 Analysis within the North East region over the 3 months to 29 September 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
Durham +16 6 £41,250 -
Tyne and Wear +4 6 £38,750 - 3
Data Analysis
England

Data Analysis
Top 30 Related IT Skills in the North East

For the 6 months to 29 September 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 East region with a requirement for Data Analysis.

1 7 (46.67%) ISEB
1 7 (46.67%) SQL
2 6 (40.00%) Data Warehouse
2 6 (40.00%) Business Analysis
2 6 (40.00%) Big Data
2 6 (40.00%) Analytical Skills
3 5 (33.33%) Degree
3 5 (33.33%) Business Intelligence
4 4 (26.67%) Change Management
5 3 (20.00%) Microsoft
5 3 (20.00%) MATLAB
5 3 (20.00%) Project Management
5 3 (20.00%) ERP
5 3 (20.00%) MS Visio
5 3 (20.00%) Data Modelling
5 3 (20.00%) UML
5 3 (20.00%) SQL Server
5 3 (20.00%) OLAP
5 3 (20.00%) Mathematics
5 3 (20.00%) Computer Science
5 3 (20.00%) QA
5 3 (20.00%) Dimensional Modelling
5 3 (20.00%) SQL Server Reporting Services
5 3 (20.00%) Agile Software Development
5 3 (20.00%) NumPy
5 3 (20.00%) R
5 3 (20.00%) Continuous Improvement
5 3 (20.00%) Machine Learning
6 2 (13.33%) User Acceptance Testing
6 2 (13.33%) PowerPivot

Data Analysis
Top Related 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:

Applications
1 3 (20.00%) MS Visio
2 2 (13.33%) MS Excel
2 2 (13.33%) MS PowerPoint
3 1 (6.67%) Spreadsheet
Cloud Services
1 2 (13.33%) PaaS
Database & Business Intelligence
1 6 (40.00%) Big Data
1 6 (40.00%) Data Warehouse
2 3 (20.00%) OLAP
2 3 (20.00%) SQL Server
2 3 (20.00%) SQL Server Reporting Services
3 2 (13.33%) Apache Cassandra
3 2 (13.33%) BusinessObjects
3 2 (13.33%) Hadoop
3 2 (13.33%) HBase
3 2 (13.33%) HDInsight
3 2 (13.33%) MongoDB
3 2 (13.33%) MS Access
3 2 (13.33%) NoSQL
3 2 (13.33%) Power BI
3 2 (13.33%) PowerPivot
4 1 (6.67%) SQL Server Integration Services
General
1 2 (13.33%) Retail
2 1 (6.67%) Billing
2 1 (6.67%) Finance
2 1 (6.67%) Marketing
Job Titles
1 9 (60.00%) Analyst
2 3 (20.00%) Business Analyst
2 3 (20.00%) Business Intelligence Analyst
2 3 (20.00%) Data Scientist
2 3 (20.00%) Senior Analyst
3 2 (13.33%) Data Analyst
3 2 (13.33%) MI Manager
4 1 (6.67%) Business Intelligence Data Analyst
4 1 (6.67%) Data Manager
4 1 (6.67%) Information Manager
4 1 (6.67%) Information Systems Manager
4 1 (6.67%) MIS Manager
4 1 (6.67%) Senior Data Analyst
4 1 (6.67%) Senior Systems Analyst
4 1 (6.67%) Systems Analyst
4 1 (6.67%) Systems Manager
Libraries, Frameworks & Software Standards
1 3 (20.00%) NumPy
2 2 (13.33%) .NET
2 2 (13.33%) ASP.NET
3 1 (6.67%) ODBC
Miscellaneous
1 6 (40.00%) Analytical Skills
2 3 (20.00%) Computer Science
2 3 (20.00%) Mathematics
3 2 (13.33%) Algorithms
3 2 (13.33%) Ergonomics
4 1 (6.67%) Credit Risk
4 1 (6.67%) Data Extraction
4 1 (6.67%) Data Structures
4 1 (6.67%) Management Information System
Processes & Methodologies
1 6 (40.00%) Business Analysis
2 5 (33.33%) Business Intelligence
3 4 (26.67%) Change Management
4 3 (20.00%) Agile Software Development
4 3 (20.00%) Continuous Improvement
4 3 (20.00%) Data Modelling
4 3 (20.00%) Dimensional Modelling
4 3 (20.00%) ERP
4 3 (20.00%) Machine Learning
4 3 (20.00%) Project Management
4 3 (20.00%) UML
5 2 (13.33%) Regression Testing
5 2 (13.33%) SDLC
5 2 (13.33%) Statistical Modelling
5 2 (13.33%) User Acceptance Testing
6 1 (6.67%) Integration Testing
6 1 (6.67%) Risk Analysis
6 1 (6.67%) Scrum
6 1 (6.67%) Stakeholder Management
6 1 (6.67%) System Testing
Programming Languages
1 7 (46.67%) SQL
2 3 (20.00%) MATLAB
2 3 (20.00%) R
3 2 (13.33%) VB
3 2 (13.33%) VB.NET
4 1 (6.67%) Java
4 1 (6.67%) Python
4 1 (6.67%) VBA
Qualifications
1 7 (46.67%) ISEB
2 5 (33.33%) Degree
3 1 (6.67%) ISTQB
Quality Assurance & Compliance
1 3 (20.00%) QA
2 2 (13.33%) SLA
Vendors
1 3 (20.00%) Microsoft
2 2 (13.33%) SAP
3 1 (6.67%) Northgate
3 1 (6.67%) Oracle
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