Period
to 20 July 2018

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

Apache Hadoop
England > North East
6 months to
20 Jul 2018
Same period 2017 Same period 2016
Rank 118 83 101
Rank change year-on-year -35 +18 +17
Permanent jobs citing Hadoop 9 19 21
As % of all permanent IT jobs advertised in the North East 0.54% 1.57% 1.38%
As % of the Database & Business Intelligence category 1.87% 4.53% 3.82%
Number of salaries quoted 5 18 20
North East median annual salary £43,500 £45,000 £67,500
Median salary % change year-on-year -3.33% -33.33% +68.75%
10th Percentile £31,750 £35,000 £42,000
90th Percentile £68,750 £60,000 £83,750
England median annual salary £67,500 £65,000 £62,500
% change year-on-year +3.85% +4.00% -

Hadoop 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%

Hadoop
Job Vacancy Trend in the North East

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

Job vacancy trend for Hadoop in the North East

Hadoop
Salary Trend in the North East

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

Salary trend for Hadoop in the North East

Hadoop
Salary Histogram in the North East

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

Salary histogram for Hadoop in the North East

Hadoop
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 Hadoop 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 -21 9 £43,500 -51.67% 1
Hadoop
England

For the 6 months to 20 July 2018, IT jobs citing Hadoop 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 Hadoop.

1 7 (77.78%) Big Data
2 5 (55.56%) Java
2 5 (55.56%) Python
2 5 (55.56%) Microsoft
2 5 (55.56%) Finance
2 5 (55.56%) Statistics
3 4 (44.44%) Software Engineering
3 4 (44.44%) Visualisation
3 4 (44.44%) SQL
3 4 (44.44%) Business Intelligence
3 4 (44.44%) Apache Spark
3 4 (44.44%) Data Science
4 3 (33.33%) Problem-Solving
4 3 (33.33%) Analytical Skills
4 3 (33.33%) Actionable Insight
4 3 (33.33%) Analytics
4 3 (33.33%) JavaScript
4 3 (33.33%) C#
4 3 (33.33%) Agile Software Development
4 3 (33.33%) Apache Hive
4 3 (33.33%) HTML
4 3 (33.33%) Degree
4 3 (33.33%) Computer Science
5 2 (22.22%) Social Network
5 2 (22.22%) Greenplum
5 2 (22.22%) Kanban
5 2 (22.22%) Neural Network
5 2 (22.22%) Physics
5 2 (22.22%) Telecoms
5 2 (22.22%) MongoDB

Hadoop
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 4 (44.44%) Apache Spark
2 1 (11.11%) SAS
Applications
1 1 (11.11%) Microsoft Excel
1 1 (11.11%) Microsoft Office
1 1 (11.11%) Microsoft PowerPoint
Cloud Services
1 1 (11.11%) Amazon AWS
1 1 (11.11%) Microsoft Azure
Database & Business Intelligence
1 7 (77.78%) Big Data
2 3 (33.33%) Apache Hive
3 2 (22.22%) CouchDB
3 2 (22.22%) Data Mining
3 2 (22.22%) HBase
3 2 (22.22%) IBM BigInsights
3 2 (22.22%) IBM InfoSphere
3 2 (22.22%) MongoDB
3 2 (22.22%) Power BI
3 2 (22.22%) Text Mining
4 1 (11.11%) Relational Database
4 1 (11.11%) SQL Server
4 1 (11.11%) SQL Server 2014
4 1 (11.11%) SQL Server 2016
General
1 5 (55.56%) Finance
2 2 (22.22%) Retail
2 2 (22.22%) Telecoms
3 1 (11.11%) Marketing
Job Titles
1 4 (44.44%) Data Scientist
2 2 (22.22%) Architect
2 2 (22.22%) Technical Architect
3 1 (11.11%) Administrator
3 1 (11.11%) Analyst
3 1 (11.11%) Customer Analyst
3 1 (11.11%) Customer Insight Analyst
3 1 (11.11%) DBA
3 1 (11.11%) Developer
3 1 (11.11%) Insight Analyst
3 1 (11.11%) Java Developer
3 1 (11.11%) Python Developer
3 1 (11.11%) SQL DBA
3 1 (11.11%) SQL Developer
3 1 (11.11%) SQL Server DBA
Libraries, Frameworks & Software Standards
1 3 (33.33%) HTML
2 2 (22.22%) AngularJS
2 2 (22.22%) HTML5
2 2 (22.22%) KnockoutJS
2 2 (22.22%) Natural Language Processing
2 2 (22.22%) Node.js
2 2 (22.22%) React
3 1 (11.11%) CSS
3 1 (11.11%) XML
Miscellaneous
1 3 (33.33%) Analytical Skills
1 3 (33.33%) Computer Science
2 2 (22.22%) Social Network
3 1 (11.11%) Self-Motivation
Processes & Methodologies
1 5 (55.56%) Statistics
2 4 (44.44%) Business Intelligence
2 4 (44.44%) Data Science
2 4 (44.44%) Software Engineering
2 4 (44.44%) Visualisation
3 3 (33.33%) Actionable Insight
3 3 (33.33%) Agile Software Development
3 3 (33.33%) Analytics
3 3 (33.33%) Problem-Solving
4 2 (22.22%) Creative Problem-Solving
4 2 (22.22%) Data Visualisation
4 2 (22.22%) Kalman Filter
4 2 (22.22%) Kanban
4 2 (22.22%) Machine Learning
4 2 (22.22%) Neural Network
4 2 (22.22%) Physics
4 2 (22.22%) Predictive Modelling
4 2 (22.22%) Recommender Systems
4 2 (22.22%) Scrum
4 2 (22.22%) SOA
Programming Languages
1 5 (55.56%) Java
1 5 (55.56%) Python
2 4 (44.44%) SQL
3 3 (33.33%) C#
3 3 (33.33%) JavaScript
4 2 (22.22%) C++
4 2 (22.22%) Scala
5 1 (11.11%) VB
Qualifications
1 3 (33.33%) Degree
System Software
1 2 (22.22%) HDFS
Systems Management
1 1 (11.11%) Systems Management Server (SMS)
Vendors
1 5 (55.56%) Microsoft
2 2 (22.22%) Cloudera
2 2 (22.22%) Greenplum
2 2 (22.22%) Hortonworks
2 2 (22.22%) IBM
2 2 (22.22%) MapR
2 2 (22.22%) Oracle
2 2 (22.22%) Tableau
3 1 (11.11%) Foundry
3 1 (11.11%) Palantir