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 31 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
31 Jul 2016
Same period 2015 Same period 2014
Data Analysis
Rank 75 79 71
Rank change year-on-year
+4 -8
Permanent jobs citing Data Analysis 10 7 6
As % of all permanent IT jobs located in the North East 1.25% 0.88% 0.72%
As % of the Processes & Methodologies category 1.47% 1.03% 0.95%
Number of salaries quoted 10 5 6
Median salary £38,750 £31,500 £27,983
Median salary % change year-on-year
+23.01% +12.57%
90% offered a salary of more than £33,251 £27,000 £22,000
10% offered a salary of more than £45,500 £33,600 £41,250
UK excluding London median salary £40,000 £38,000 £39,000
% change year-on-year
+5.26% -2.56%
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
680 678 633
As % of all permanent IT jobs located in the North East 85.00% 85.61% 75.81%
Number of salaries quoted 591 564 459
Median salary £38,500 £40,000 £37,050
Median salary % change year-on-year
-3.75% +7.96%
90% offered a salary of more than £30,000 £30,000 £25,000
10% offered a salary of more than £63,308 £60,000 £55,000
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 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 31 July 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 31 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
Tyne and Wear -5 7 £37,500 +27.11% 3
Durham +13 3 £45,000 +42.85%
Data Analysis
England

Data Analysis
Top 30 Related IT Skills in the North East

For the 6 months to 31 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 East region with a requirement for Data Analysis.

1 9 (39.13%) SQL
1 9 (39.13%) Data Warehouse
1 9 (39.13%) Big Data
1 9 (39.13%) Analytical Skills
2 7 (30.43%) Microsoft
3 6 (26.09%) MATLAB
3 6 (26.09%) MS Excel
3 6 (26.09%) Management Information System
3 6 (26.09%) Agile Software Development
3 6 (26.09%) Machine Learning
3 6 (26.09%) NumPy
3 6 (26.09%) R
4 5 (21.74%) HBase
4 5 (21.74%) MongoDB
4 5 (21.74%) Apache Cassandra
4 5 (21.74%) NoSQL
4 5 (21.74%) Statistical Modelling
4 5 (21.74%) Hadoop
4 5 (21.74%) PaaS
4 5 (21.74%) Algorithms
4 5 (21.74%) HDInsight
4 5 (21.74%) SLA
5 4 (17.39%) Business Intelligence
5 4 (17.39%) Project Management
5 4 (17.39%) ISEB
5 4 (17.39%) Regression Testing
5 4 (17.39%) Degree
5 4 (17.39%) MS PowerPoint
5 4 (17.39%) SDLC
5 4 (17.39%) User Acceptance Testing

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:

Application Platforms
1 2 (8.70%) SAS
Applications
1 6 (26.09%) MS Excel
2 4 (17.39%) MS PowerPoint
3 2 (8.70%) MS Office
3 2 (8.70%) Spreadsheet
Cloud Services
1 5 (21.74%) PaaS
Communications & Networking
1 3 (13.04%) SNMP
Database & Business Intelligence
1 9 (39.13%) Big Data
1 9 (39.13%) Data Warehouse
2 5 (21.74%) Apache Cassandra
2 5 (21.74%) Hadoop
2 5 (21.74%) HBase
2 5 (21.74%) HDInsight
2 5 (21.74%) MongoDB
2 5 (21.74%) NoSQL
3 3 (13.04%) OLAP
3 3 (13.04%) SQL Server
4 2 (8.70%) SQL Server Reporting Services
5 1 (4.35%) BusinessObjects
5 1 (4.35%) MS Access
5 1 (4.35%) MySQL
5 1 (4.35%) Power BI
5 1 (4.35%) PowerPivot
5 1 (4.35%) RDBMS
5 1 (4.35%) Relational Database
5 1 (4.35%) SQL Server Integration Services
General
1 3 (13.04%) Finance
2 2 (8.70%) Retail
3 1 (4.35%) Billing
3 1 (4.35%) Marketing
Job Titles
1 14 (60.87%) Analyst
2 6 (26.09%) Data Scientist
3 5 (21.74%) Senior Analyst
4 3 (13.04%) Business Intelligence Analyst
4 3 (13.04%) Service Analyst
4 3 (13.04%) Service Desk Analyst
5 2 (8.70%) Data Analyst
5 2 (8.70%) Insight Analyst
5 2 (8.70%) Project Analyst
6 1 (4.35%) Data Manager
6 1 (4.35%) Information Analyst
6 1 (4.35%) Information Manager
6 1 (4.35%) Information Systems Manager
6 1 (4.35%) MI Analyst
6 1 (4.35%) MI Manager
6 1 (4.35%) MIS Manager
6 1 (4.35%) Resource Manager
6 1 (4.35%) Senior Data Analyst
6 1 (4.35%) Senior Systems Analyst
6 1 (4.35%) Systems Manager
Libraries, Frameworks & Software Standards
1 6 (26.09%) NumPy
2 1 (4.35%) .NET
2 1 (4.35%) ASP.NET
2 1 (4.35%) ODBC
Miscellaneous
1 9 (39.13%) Analytical Skills
2 6 (26.09%) Management Information System
3 5 (21.74%) Algorithms
4 3 (13.04%) Computer Science
4 3 (13.04%) Mathematics
5 2 (8.70%) Data Protection Act
6 1 (4.35%) Credit Risk
6 1 (4.35%) Data Extraction
6 1 (4.35%) Data Structures
6 1 (4.35%) Ergonomics
6 1 (4.35%) NHS
Operating Systems
1 3 (13.04%) Linux
Processes & Methodologies
1 6 (26.09%) Agile Software Development
1 6 (26.09%) Machine Learning
2 5 (21.74%) Statistical Modelling
3 4 (17.39%) Business Intelligence
3 4 (17.39%) Project Management
3 4 (17.39%) Regression Testing
3 4 (17.39%) SDLC
3 4 (17.39%) User Acceptance Testing
4 3 (13.04%) Business Analysis
4 3 (13.04%) Data Modelling
4 3 (13.04%) Dimensional Modelling
4 3 (13.04%) Incident Management
4 3 (13.04%) Integration Testing
4 3 (13.04%) ITIL
4 3 (13.04%) ITIL V3
4 3 (13.04%) Risk Analysis
4 3 (13.04%) Root Cause Analysis
4 3 (13.04%) User Stories
4 3 (13.04%) Waterfall
5 2 (8.70%) Planning and Forecasting
Programming Languages
1 9 (39.13%) SQL
2 6 (26.09%) MATLAB
2 6 (26.09%) R
3 3 (13.04%) VB
4 1 (4.35%) Java
4 1 (4.35%) Python
4 1 (4.35%) VB.NET
4 1 (4.35%) VBA
Qualifications
1 4 (17.39%) Degree
1 4 (17.39%) ISEB
2 1 (4.35%) ISTQB
Quality Assurance & Compliance
1 5 (21.74%) SLA
2 3 (13.04%) QA
Vendors
1 7 (30.43%) Microsoft
2 2 (8.70%) Oracle
3 1 (4.35%) SAP
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