The table below looks at the statistics for Big Data skills in IT jobs advertised for the Glasgow region. Included is a guide to the salaries offered in IT jobs that have cited Big Data over the 3 months to 25 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
25 Feb 2017
Same period 2016 Same period 2015
Big Data
Scotland / Glasgow
Rank 60 104 74
Rank change year-on-year
+44 -30
Permanent jobs citing Big Data 25 8 25
As % of all permanent IT jobs located in Glasgow 2.78% 0.58% 2.16%
As % of the Database & Business Intelligence category 6.41% 1.57% 5.61%
Number of salaries quoted 20 2 18
Median salary £57,500 £40,000 £44,250
Median salary % change year-on-year
+43.75% -9.60%
90% offered a salary of more than £44,750 £40,000 £37,000
10% offered a salary of more than £60,000 £40,000 £57,000
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 Glasgow region.

Database & Business Intelligence Category
Glasgow
Permanent IT job ads with a match in the
Database & Business Intelligence category
390 511 446
As % of all permanent IT jobs located in Glasgow 43.33% 37.16% 38.45%
Number of salaries quoted 233 281 291
Median salary £42,500 £47,500 £40,000
Median salary % change year-on-year
-10.52% +18.75%
90% offered a salary of more than £29,000 £32,500 £32,500
10% offered a salary of more than £58,000 £55,000 £55,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Big Data
Jobs Demand Trend in Glasgow

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

Big Data Jobs Demand Trend in Glasgow

Big Data
Salary Trend in Glasgow

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

Big Data Salary Trend in Glasgow

Big Data
Salary Histogram in Glasgow

This chart provides a salary histogram for IT jobs citing Big Data across the Glasgow region over the 3 months to 25 February 2017.

Big Data Salary Histogram in Glasgow

Big Data
Top 30 Related IT Skills in Glasgow

For the 6 months to 25 February 2017, IT jobs citing Big Data 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 Glasgow region with a requirement for Big Data.

1 32 (51.61%) Java
2 27 (43.55%) Agile Software Development
3 23 (37.10%) Analytics
4 20 (32.26%) Finance
5 15 (24.19%) Hadoop
6 14 (22.58%) Microsoft Azure
6 14 (22.58%) Python
7 13 (20.97%) JavaScript
8 12 (19.35%) Data Analytics
9 10 (16.13%) Open Source
9 10 (16.13%) SDLC
9 10 (16.13%) SOA
9 10 (16.13%) C#
9 10 (16.13%) SQL
10 9 (14.52%) Software Engineering
10 9 (14.52%) Continuous Integration
10 9 (14.52%) .NET
10 9 (14.52%) OO
10 9 (14.52%) ETL
10 9 (14.52%) Amazon AWS
11 8 (12.90%) Apache Hive
11 8 (12.90%) Apache Pig
11 8 (12.90%) Apache Spark
11 8 (12.90%) Linux
11 8 (12.90%) Internet
11 8 (12.90%) CSS
11 8 (12.90%) HTML
11 8 (12.90%) Perl
11 8 (12.90%) Chemistry
11 8 (12.90%) Business Analysis

Big Data
Top Related IT Skills in Glasgow 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 8 (12.90%) Apache Pig
1 8 (12.90%) Apache Spark
2 5 (8.06%) JBoss
3 3 (4.84%) Apache
3 3 (4.84%) SAS
4 2 (3.23%) Tomcat
Applications
1 1 (1.61%) Weka
Cloud Services
1 14 (22.58%) Microsoft Azure
2 9 (14.52%) Amazon AWS
3 5 (8.06%) Amazon CloudWatch
3 5 (8.06%) Amazon EC2
3 5 (8.06%) Amazon S3
3 5 (8.06%) IaaS
3 5 (8.06%) PaaS
4 4 (6.45%) Cloud Computing
4 4 (6.45%) SaaS
Communications & Networking
1 8 (12.90%) Internet
Database & Business Intelligence
1 15 (24.19%) Hadoop
2 8 (12.90%) Apache Hive
3 7 (11.29%) Data Warehouse
3 7 (11.29%) SQL Server
4 6 (9.68%) MongoDB
4 6 (9.68%) NoSQL
5 5 (8.06%) Flink
6 3 (4.84%) Azure SQL Database
6 3 (4.84%) BusinessObjects
6 3 (4.84%) HBase
6 3 (4.84%) Sqoop
7 2 (3.23%) Blockchain
7 2 (3.23%) PostgreSQL
7 2 (3.23%) Relational Database
8 1 (1.61%) Apache Cassandra
8 1 (1.61%) Neo4j
8 1 (1.61%) Oracle BI EE
8 1 (1.61%) Oracle Database
8 1 (1.61%) Pentaho
8 1 (1.61%) SQL Server 2012
Development Applications
1 6 (9.68%) Jenkins
2 3 (4.84%) Team Foundation Server
3 1 (1.61%) Artifactory
3 1 (1.61%) Hudson
3 1 (1.61%) Maven
3 1 (1.61%) PVCS
3 1 (1.61%) SonarQube
3 1 (1.61%) Subversion
3 1 (1.61%) Talend Open Studio
General
1 20 (32.26%) Finance
2 3 (4.84%) Spanish Language
3 2 (3.23%) Publishing
4 1 (1.61%) Marketing
Job Titles
1 39 (62.90%) Developer
2 18 (29.03%) Java Developer
3 12 (19.35%) Lead Developer
4 10 (16.13%) Lead Java Developer
5 8 (12.90%) Big Data Developer
6 7 (11.29%) Python Developer
7 6 (9.68%) Architect
7 6 (9.68%) Open Source Developer
7 6 (9.68%) Senior Developer
8 5 (8.06%) .NET Developer
8 5 (8.06%) Applications Developer
8 5 (8.06%) Solutions Architect
9 4 (6.45%) Designer
10 3 (4.84%) ASP.NET Developer
10 3 (4.84%) Business Intelligence Developer
10 3 (4.84%) Business Intelligence Lead
10 3 (4.84%) Software Engineer
11 2 (3.23%) Analyst
11 2 (3.23%) Business Intelligence Consultant
11 2 (3.23%) Consultant
Libraries, Frameworks & Software Standards
1 9 (14.52%) .NET
2 8 (12.90%) CSS
2 8 (12.90%) HTML
3 7 (11.29%) Java EE
3 7 (11.29%) REST
3 7 (11.29%) Spring
4 6 (9.68%) Elastic Stack
4 6 (9.68%) Kafka
5 5 (8.06%) NumPy
5 5 (8.06%) SciPy
6 4 (6.45%) ASP.NET
6 4 (6.45%) Hibernate
6 4 (6.45%) Node.js
7 3 (4.84%) AngularJS
7 3 (4.84%) ASP.NET Web Forms
7 3 (4.84%) jQuery
8 2 (3.23%) SOAP
8 2 (3.23%) Web Services
9 1 (1.61%) XML
9 1 (1.61%) XSLT
Miscellaneous
1 5 (8.06%) Analytical Skills
1 5 (8.06%) Client/Server
1 5 (8.06%) Hybrid Cloud
1 5 (8.06%) Internet of Things
1 5 (8.06%) Robotics
2 4 (6.45%) Public Cloud
3 3 (4.84%) Data Structures
3 3 (4.84%) Management Information System
4 2 (3.23%) Algorithms
5 1 (1.61%) Computer Science
5 1 (1.61%) Social Media
Operating Systems
1 8 (12.90%) Linux
2 6 (9.68%) Unix
3 5 (8.06%) Windows
4 2 (3.23%) Ubuntu
5 1 (1.61%) Android
5 1 (1.61%) Apple iOS
Processes & Methodologies
1 27 (43.55%) Agile Software Development
2 23 (37.10%) Analytics
3 12 (19.35%) Data Analytics
4 10 (16.13%) Open Source
4 10 (16.13%) SDLC
4 10 (16.13%) SOA
5 9 (14.52%) Continuous Integration
5 9 (14.52%) ETL
5 9 (14.52%) OO
5 9 (14.52%) Software Engineering
6 8 (12.90%) Business Analysis
6 8 (12.90%) Chemistry
7 7 (11.29%) Business Intelligence
7 7 (11.29%) Machine Learning
7 7 (11.29%) Open Source Development
8 6 (9.68%) Configuration Management
8 6 (9.68%) Data Modelling
8 6 (9.68%) Microservices
8 6 (9.68%) TDD
9 5 (8.06%) Data Management
Programming Languages
1 32 (51.61%) Java
2 14 (22.58%) Python
3 13 (20.97%) JavaScript
4 10 (16.13%) C#
4 10 (16.13%) SQL
5 8 (12.90%) Perl
6 6 (9.68%) C++
7 5 (8.06%) Ruby
8 4 (6.45%) PowerShell
9 3 (4.84%) Bash Shell
9 3 (4.84%) PL/SQL
9 3 (4.84%) VB.NET
10 2 (3.23%) PHP
11 1 (1.61%) R
11 1 (1.61%) T-SQL
Qualifications
1 6 (9.68%) Degree
2 1 (1.61%) SC Cleared
2 1 (1.61%) Security Cleared
System Software
1 5 (8.06%) Apache Flume
1 5 (8.06%) Docker
2 3 (4.84%) HDFS
Systems Management
1 5 (8.06%) Docker Swarm
1 5 (8.06%) Kubernetes
1 5 (8.06%) Mesos
2 3 (4.84%) Oozie
Vendors
1 6 (9.68%) Microsoft
1 6 (9.68%) MicroStrategy
2 5 (8.06%) Cognizant
2 5 (8.06%) Splunk
3 3 (4.84%) Oracle
4 2 (3.23%) Informatica
4 2 (3.23%) Netezza
4 2 (3.23%) Salesforce.com
4 2 (3.23%) Tableau
4 2 (3.23%) Teradata
5 1 (1.61%) Cognos
5 1 (1.61%) RapidMiner
5 1 (1.61%) SAP
5 1 (1.61%) Talend
Glasgow, Lanarkshire
Search Consultancy
Salary: DOE
Posted: 18 hours ago