The table below looks at the statistics for Hadoop skills in IT jobs advertised for the Edinburgh region. Included is a guide to the salaries offered in IT jobs that have cited Hadoop over the 3 months to 24 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Feb 2017
Same period 2016 Same period 2015
Apache Hadoop
Scotland / Edinburgh
Rank 40 66 95
Rank change year-on-year
+26 +29
Permanent jobs citing Hadoop 54 27 10
As % of all permanent IT jobs located in Edinburgh 4.92% 2.15% 0.73%
As % of the Database & Business Intelligence category 14.96% 7.67% 2.59%
Number of salaries quoted 34 18 7
Median salary £65,250 £50,000 £45,000
Median salary % change year-on-year
+30.50% +11.11%
90% offered a salary of more than £40,000 £36,350 £42,000
10% offered a salary of more than £83,500 £73,000 £54,000
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year
+10.00% -

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the Edinburgh region.

Database & Business Intelligence Category
Edinburgh
Permanent IT job ads with a match in the
Database & Business Intelligence category
361 352 386
As % of all permanent IT jobs located in Edinburgh 32.88% 28.05% 28.03%
Number of salaries quoted 235 257 276
Median salary £45,000 £47,500 £40,000
Median salary % change year-on-year
-5.26% +18.75%
90% offered a salary of more than £35,000 £37,500 £32,500
10% offered a salary of more than £72,500 £55,000 £57,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Hadoop
Jobs Demand Trend in Edinburgh

The demand trend of job ads across the Edinburgh region citing Hadoop as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Hadoop Jobs Demand Trend in Edinburgh

Hadoop
Salary Trend in Edinburgh

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Hadoop across the Edinburgh region.

Hadoop Salary Trend in Edinburgh

Hadoop
Salary Histogram in Edinburgh

This chart provides a salary histogram for IT jobs citing Hadoop across the Edinburgh region over the 3 months to 24 February 2017.

Hadoop Salary Histogram in Edinburgh

Hadoop
Top 30 Related IT Skills in Edinburgh

For the 6 months to 24 February 2017, IT jobs citing Hadoop 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 Edinburgh region with a requirement for Hadoop.

1 43 (65.15%) Analytics
2 34 (51.52%) Finance
3 31 (46.97%) Apache Hive
4 30 (45.45%) Python
5 28 (42.42%) Big Data
6 24 (36.36%) Machine Learning
6 24 (36.36%) Open Source
7 23 (34.85%) Java
8 22 (33.33%) Degree
8 22 (33.33%) Analytical Skills
9 21 (31.82%) SQL
10 20 (30.30%) Workflow
10 20 (30.30%) MongoDB
10 20 (30.30%) Anti-Money Laundering
11 19 (28.79%) Apache Pig
11 19 (28.79%) SAS
12 18 (27.27%) R
12 18 (27.27%) Neo4j
12 18 (27.27%) KYC
13 17 (25.76%) Apache Spark
13 17 (25.76%) SOA
14 15 (22.73%) Linux
14 15 (22.73%) Kafka
14 15 (22.73%) Line Management
14 15 (22.73%) Relational Database
15 14 (21.21%) Ambari
15 14 (21.21%) Functional Testing
15 14 (21.21%) Data Mining
15 14 (21.21%) Project Management
15 14 (21.21%) Continuous Integration

Hadoop
Top Related IT Skills in Edinburgh 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 19 (28.79%) Apache Pig
1 19 (28.79%) SAS
2 17 (25.76%) Apache Spark
3 7 (10.61%) JBoss
4 4 (6.06%) Oracle SOA Suite
5 1 (1.52%) Confluence
5 1 (1.52%) Liferay
Cloud Services
1 3 (4.55%) SaaS
2 2 (3.03%) Cloud Computing
3 1 (1.52%) Amazon AWS
3 1 (1.52%) Amazon EMR
Communications & Networking
1 2 (3.03%) HTTP
Database & Business Intelligence
1 31 (46.97%) Apache Hive
2 28 (42.42%) Big Data
3 20 (30.30%) MongoDB
4 18 (27.27%) Neo4j
5 15 (22.73%) Relational Database
6 14 (21.21%) Data Mining
7 13 (19.70%) Pentaho
7 13 (19.70%) PostgreSQL
8 12 (18.18%) RDBMS
9 10 (15.15%) Data Warehouse
10 8 (12.12%) HBase
11 7 (10.61%) NoSQL
11 7 (10.61%) SQL Server
12 4 (6.06%) Sqoop
13 3 (4.55%) Amazon Redshift
14 2 (3.03%) Apache Cassandra
14 2 (3.03%) Impala
15 1 (1.52%) Oracle Reports
15 1 (1.52%) QlikView
15 1 (1.52%) Spotfire
Development Applications
1 13 (19.70%) Talend Open Studio
2 6 (9.09%) ERwin
3 3 (4.55%) Git (software)
4 2 (3.03%) Ant
4 2 (3.03%) Maven
5 1 (1.52%) Atlassian Bamboo
5 1 (1.52%) Bitbucket
5 1 (1.52%) Jenkins
5 1 (1.52%) JIRA
5 1 (1.52%) Subversion
General
1 34 (51.52%) Finance
2 12 (18.18%) Legal
3 3 (4.55%) Banking
4 1 (1.52%) Games
4 1 (1.52%) Investment Banking
4 1 (1.52%) Retail
Job Titles
1 18 (27.27%) Architect
2 17 (25.76%) Data Architect
3 16 (24.24%) Developer
4 13 (19.70%) Java Developer
5 12 (18.18%) Senior Architect
5 12 (18.18%) Senior Data Architect
6 9 (13.64%) Consultant
6 9 (13.64%) Software Engineer
7 8 (12.12%) Senior Consultant
7 8 (12.12%) Software Developer
8 6 (9.09%) Data Scientist
8 6 (9.09%) Java Software Developer
9 5 (7.58%) Analyst
9 5 (7.58%) Big Data Architect
9 5 (7.58%) Developer/Software Engineer
9 5 (7.58%) Hadoop Consultant
9 5 (7.58%) Java Engineer
9 5 (7.58%) Java Software Engineer
10 4 (6.06%) Data Analyst
10 4 (6.06%) SAS Consultant
Libraries, Frameworks & Software Standards
1 15 (22.73%) Kafka
2 14 (21.21%) Spring
3 13 (19.70%) ActiveMQ
3 13 (19.70%) Drools
3 13 (19.70%) Elastic Stack
3 13 (19.70%) Java EE
3 13 (19.70%) jBPM
4 12 (18.18%) Apache Camel
5 8 (12.12%) Middleware
5 8 (12.12%) XML
6 7 (10.61%) XSLT
7 2 (3.03%) .NET
7 2 (3.03%) AngularJS
7 2 (3.03%) CSS
7 2 (3.03%) CSS3
7 2 (3.03%) HTML
7 2 (3.03%) HTML5
7 2 (3.03%) React
8 1 (1.52%) JSON
8 1 (1.52%) Natural Language Processing
Miscellaneous
1 22 (33.33%) Analytical Skills
2 9 (13.64%) Computer Science
3 5 (7.58%) Taxonomies
4 1 (1.52%) Client/Server
4 1 (1.52%) Management Information System
4 1 (1.52%) Mobile App
Operating Systems
1 15 (22.73%) Linux
2 2 (3.03%) Unix
Processes & Methodologies
1 43 (65.15%) Analytics
2 24 (36.36%) Machine Learning
2 24 (36.36%) Open Source
3 20 (30.30%) Anti-Money Laundering
3 20 (30.30%) Workflow
4 18 (27.27%) KYC
5 17 (25.76%) SOA
6 15 (22.73%) Line Management
7 14 (21.21%) Continuous Integration
7 14 (21.21%) Data Analysis
7 14 (21.21%) Functional Testing
7 14 (21.21%) Project Management
8 13 (19.70%) Business Analytics
8 13 (19.70%) Case Management
8 13 (19.70%) Change Control
8 13 (19.70%) Decision Tree
8 13 (19.70%) Microservices
8 13 (19.70%) Regression Analysis
8 13 (19.70%) TDD
9 12 (18.18%) SDLC
Programming Languages
1 30 (45.45%) Python
2 23 (34.85%) Java
3 21 (31.82%) SQL
4 18 (27.27%) R
5 3 (4.55%) JavaScript
5 3 (4.55%) PL/SQL
6 2 (3.03%) C++
6 2 (3.03%) Ruby
7 1 (1.52%) C
7 1 (1.52%) Perl
7 1 (1.52%) PHP
7 1 (1.52%) Scala
Qualifications
1 22 (33.33%) Degree
2 5 (7.58%) Security Cleared
System Software
1 4 (6.06%) HDFS
2 1 (1.52%) Hyper-V
Systems Management
1 14 (21.21%) Ambari
2 4 (6.06%) Oozie
3 2 (3.03%) Hadoop YARN
Vendors
1 13 (19.70%) Talend
2 11 (16.67%) Oracle
3 6 (9.09%) IBM
3 6 (9.09%) Teradata
4 1 (1.52%) Cloudera
4 1 (1.52%) Informatica
4 1 (1.52%) Norkom
Edinburgh & Lothians
ANSON MCCADE
Salary: £50,000-£75,000 depending on experience.
Posted: 15 hours ago
Edinburgh, Midlothian
Hydrogen Group
Salary: £70000.00 - £90000.00 per annum + excellent benefits
Posted: 12 hours ago
Edinburgh, Midlothian
Hydrogen Group
Salary: £85000.00 - £110000.00 per annum + excellent benefits
Posted: 12 hours ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 17 hours ago
Edinburgh, Midlothian
Informatiq Consulting
Posted: 2 days ago
Edinburgh, Midlothian
Empiric.com
Salary: Unspecified Competitive + Benefits package
Posted: 3 days ago
Edinburgh
Hays Specialist Recruitment Ltd
Salary: £50000.00 - £60000.00 per annum
Posted: 9 days ago
Edinburgh
Churchill Frank
Salary: £45000 - £55000 per annum + Benefits
Posted: 21 days ago