Period
to 20 July 2018

The following table provides summary statistics for permanent job vacancies advertised in the North East with a requirement for Big Data skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Big Data over the 6 months to 20 July 2018 with a comparison to the same period in the previous 2 years.

Big Data
England > North East
6 months to
20 Jul 2018
Same period 2017 Same period 2016
Rank 100 78 85
Rank change year-on-year -22 +7 +4
Permanent jobs citing Big Data 27 24 37
As % of all permanent IT jobs advertised in the North East 1.61% 1.98% 2.42%
As % of the Database & Business Intelligence category 5.61% 5.73% 6.73%
Number of salaries quoted 23 29 35
North East median annual salary £42,500 £35,000 £45,000
Median salary % change year-on-year +21.43% -22.22% -26.49%
10th Percentile £18,125 £32,500 £33,750
90th Percentile £66,000 £68,750 £79,750
England median annual salary £65,000 £62,500 £60,000
% change year-on-year +4.00% +4.17% -

Big Data is in the Databases and Business Intelligence category. The following 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 database or business intelligence skills.

All Database and Business Intelligence Skills
North East
Permanent vacancies with a requirement for database or business intelligence skills 481 419 550
As % of all permanent IT jobs advertised in the North East 28.67% 34.60% 36.04%
Number of salaries quoted 405 390 476
North East median annual salary £40,000 £38,000 £37,500
Median salary % change year-on-year +5.26% +1.33% -
10th Percentile £26,600 £24,200 £26,750
90th Percentile £59,500 £56,375 £53,125
England median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

Big Data
Job Vacancy Trend in the North East

Job postings citing Big Data as a percentage of all IT jobs advertised in the North East.

Job vacancy trend for Big Data in the North East

Big Data
Salary Trend in the North East

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

Salary trend for Big Data in the North East

Big Data
Salary Histogram in the North East

The salary distribution of IT jobs citing Big Data in the North East over the 6 months to 20 July 2018.

Salary histogram for Big Data in the North East

Big Data
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 Big Data within the North East region over the 6 months to 20 July 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Tyne and Wear -8 24 £43,500 -35.56% 2
Northumberland - 2 £18,750 -
Durham -8 1 £18,750 -46.43%
Big Data
England

For the 6 months to 20 July 2018, IT jobs citing Big Data also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the North East region with a requirement for Big Data.

1 15 (55.56%) SQL
2 11 (40.74%) Finance
3 10 (37.04%) Analytics
4 9 (33.33%) Agile Software Development
4 9 (33.33%) C#
5 8 (29.63%) Microsoft
6 7 (25.93%) Java
6 7 (25.93%) JavaScript
6 7 (25.93%) Hadoop
6 7 (25.93%) Software Engineering
7 6 (22.22%) Business Development
7 6 (22.22%) T-SQL
7 6 (22.22%) SQL Server
7 6 (22.22%) Business Intelligence
7 6 (22.22%) B2B
7 6 (22.22%) CRM
7 6 (22.22%) ERP
7 6 (22.22%) Coaching
7 6 (22.22%) B2B Sales
8 5 (18.52%) Analytical Skills
8 5 (18.52%) SMS
8 5 (18.52%) Data Warehouse
8 5 (18.52%) HTML
8 5 (18.52%) Amazon AWS
9 4 (14.81%) AngularJS
9 4 (14.81%) HTML5
9 4 (14.81%) SQL Server Integration Services
9 4 (14.81%) Marketing
9 4 (14.81%) Web Development
9 4 (14.81%) QA

Big Data
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 (7.41%) Apache Spark
1 2 (7.41%) SAS
Applications
1 1 (3.70%) Microsoft Excel
1 1 (3.70%) Microsoft Office
1 1 (3.70%) Microsoft PowerPoint
Cloud Services
1 5 (18.52%) Amazon AWS
2 3 (11.11%) Microsoft Azure
Communications & Networking
1 5 (18.52%) SMS
Database & Business Intelligence
1 7 (25.93%) Hadoop
2 6 (22.22%) SQL Server
3 5 (18.52%) Data Warehouse
4 4 (14.81%) SQL Server Integration Services
5 3 (11.11%) Apache Hive
5 3 (11.11%) Data Lake
5 3 (11.11%) SQL Server Analysis Services
6 2 (7.41%) Amazon Redshift
6 2 (7.41%) CouchDB
6 2 (7.41%) Data Mining
6 2 (7.41%) Enterprise Data Warehouse
6 2 (7.41%) HBase
6 2 (7.41%) IBM BigInsights
6 2 (7.41%) IBM InfoSphere
6 2 (7.41%) MongoDB
6 2 (7.41%) NoSQL
6 2 (7.41%) SQL Server 2012
6 2 (7.41%) Text Mining
7 1 (3.70%) Oracle Database 10g
7 1 (3.70%) Oracle OWB
Development Applications
1 2 (7.41%) Cucumber
1 2 (7.41%) Selenium
1 2 (7.41%) SpecFlow
2 1 (3.70%) Oracle APEX
2 1 (3.70%) Team Foundation Server
General
1 11 (40.74%) Finance
2 4 (14.81%) Marketing
3 2 (7.41%) Retail
3 2 (7.41%) Telecoms
4 1 (3.70%) Banking
Job Titles
1 6 (22.22%) Consultant
1 6 (22.22%) Developer
1 6 (22.22%) Recruitment Consultant
2 4 (14.81%) .NET Developer
2 4 (14.81%) ASP.NET MVC Developer
2 4 (14.81%) C# .NET Developer
2 4 (14.81%) C# Developer
2 4 (14.81%) DBA
2 4 (14.81%) SQL DBA
2 4 (14.81%) SQL Server DBA
3 2 (7.41%) .NET Web Developer
3 2 (7.41%) Angular Developer
3 2 (7.41%) ASP.NET Developer
3 2 (7.41%) Automation Engineer
3 2 (7.41%) Azure Developer
3 2 (7.41%) QA Engineer
3 2 (7.41%) SQL Developer
3 2 (7.41%) Technical Architect
3 2 (7.41%) Trainee Recruitment Consultant
3 2 (7.41%) Web Developer
Libraries, Frameworks & Software Standards
1 5 (18.52%) HTML
2 4 (14.81%) .NET
2 4 (14.81%) .NET Core
2 4 (14.81%) AngularJS
2 4 (14.81%) HTML5
3 3 (11.11%) CSS
4 2 (7.41%) .NET Framework
4 2 (7.41%) Ajax
4 2 (7.41%) Angular 2
4 2 (7.41%) ASP.NET
4 2 (7.41%) ASP.NET MVC
4 2 (7.41%) CSS3
4 2 (7.41%) Gherkin
4 2 (7.41%) jQuery
4 2 (7.41%) KnockoutJS
4 2 (7.41%) LINQ
4 2 (7.41%) Natural Language Processing
4 2 (7.41%) Node.js
4 2 (7.41%) React
4 2 (7.41%) WPF
Miscellaneous
1 5 (18.52%) Analytical Skills
2 3 (11.11%) Computer Science
3 2 (7.41%) Social Network
4 1 (3.70%) Self-Motivation
Processes & Methodologies
1 10 (37.04%) Analytics
2 9 (33.33%) Agile Software Development
3 7 (25.93%) Software Engineering
4 6 (22.22%) B2B
4 6 (22.22%) B2B Sales
4 6 (22.22%) Business Development
4 6 (22.22%) Business Intelligence
4 6 (22.22%) Coaching
4 6 (22.22%) CRM
4 6 (22.22%) ERP
5 4 (14.81%) Kanban
5 4 (14.81%) Marketing Analytics
5 4 (14.81%) MVC
5 4 (14.81%) TDD
5 4 (14.81%) Web Development
6 3 (11.11%) DevOps
6 3 (11.11%) Information Management
6 3 (11.11%) Scrum
6 3 (11.11%) Statistics
6 3 (11.11%) Test Automation
Programming Languages
1 15 (55.56%) SQL
2 9 (33.33%) C#
3 7 (25.93%) Java
3 7 (25.93%) JavaScript
4 6 (22.22%) T-SQL
5 3 (11.11%) Python
6 2 (7.41%) C++
6 2 (7.41%) Ruby
6 2 (7.41%) Scala
7 1 (3.70%) PL/SQL
7 1 (3.70%) VB
Qualifications
1 3 (11.11%) Degree
2 1 (3.70%) Microsoft Certification
Quality Assurance & Compliance
1 4 (14.81%) QA
System Software
1 2 (7.41%) Docker
1 2 (7.41%) HDFS
Systems Management
1 2 (7.41%) Systems Management Server (SMS)
Vendors
1 8 (29.63%) Microsoft
2 4 (14.81%) Oracle
3 2 (7.41%) Cloudera
3 2 (7.41%) Greenplum
3 2 (7.41%) Hortonworks
3 2 (7.41%) IBM
3 2 (7.41%) MapR
3 2 (7.41%) Xamarin
4 1 (3.70%) Foundry
4 1 (3.70%) Palantir