The table below looks at the statistics for Big Data skills in IT jobs advertised for the Liverpool 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
Merseyside / Liverpool
Rank 42 51 -
Rank change year-on-year
+9 -
Permanent jobs citing Big Data 5 4 0
As % of all permanent IT jobs located in Liverpool 1.34% 0.95% -
As % of the Database & Business Intelligence category 3.40% 2.40% -
Number of salaries quoted 5 2 0
Median salary £62,500 £61,125 -
Median salary % change year-on-year
+2.24% -
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 Liverpool region.

Database & Business Intelligence Category
Liverpool
Permanent IT job ads with a match in the
Database & Business Intelligence category
147 167 178
As % of all permanent IT jobs located in Liverpool 39.52% 39.67% 40.83%
Number of salaries quoted 121 138 157
Median salary £42,500 £42,500 £40,500
Median salary % change year-on-year
- +4.93%
90% offered a salary of more than £31,100 £30,500 £28,100
10% offered a salary of more than £52,500 £52,500 £45,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Big Data
Jobs Demand Trend in Liverpool

The demand trend of job ads across the Liverpool 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 Liverpool

Big Data
Salary Trend in Liverpool

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

Big Data Salary Trend in Liverpool

Big Data
Top 30 Related IT Skills in Liverpool

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 Liverpool region with a requirement for Big Data.

1 5 (41.67%) Data Modelling
1 5 (41.67%) Data Architecture
1 5 (41.67%) Data Quality
1 5 (41.67%) Data Acquisition
2 4 (33.33%) Microsoft Azure
2 4 (33.33%) Amazon AWS
2 4 (33.33%) Puppet
3 3 (25.00%) VMware Infrastructure
3 3 (25.00%) Oracle
3 3 (25.00%) ITIL
3 3 (25.00%) PRINCE2
3 3 (25.00%) Linux
3 3 (25.00%) Cisco
3 3 (25.00%) Microsoft
3 3 (25.00%) Dell
3 3 (25.00%) EMC
3 3 (25.00%) ITSM
3 3 (25.00%) VMware
3 3 (25.00%) TOGAF
3 3 (25.00%) vRealize
3 3 (25.00%) ServiceNow
3 3 (25.00%) Opscode Chef
3 3 (25.00%) Icinga
3 3 (25.00%) Data Centre
4 2 (16.67%) Analytical Skills
4 2 (16.67%) SAS
4 2 (16.67%) SQL
4 2 (16.67%) Computer Science
4 2 (16.67%) Statistics
4 2 (16.67%) Mathematics

Big Data
Top Related IT Skills in Liverpool 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 (16.67%) SAS
2 1 (8.33%) Apache Pig
2 1 (8.33%) Apache Spark
2 1 (8.33%) Elasticsearch
Cloud Services
1 4 (33.33%) Amazon AWS
1 4 (33.33%) Microsoft Azure
2 1 (8.33%) SaaS
Database & Business Intelligence
1 2 (16.67%) Hadoop
2 1 (8.33%) Apache Hive
2 1 (8.33%) Blockchain
2 1 (8.33%) Data Mining
Development Applications
1 1 (8.33%) Jenkins
Job Titles
1 8 (66.67%) Architect
2 5 (41.67%) Data Architect
2 5 (41.67%) Senior Architect
2 5 (41.67%) Senior Data Architect
3 3 (25.00%) Cloud Architect
3 3 (25.00%) Cloud Consultant
3 3 (25.00%) Cloud Infrastructure Architect
3 3 (25.00%) Cloud Infrastructure Consultant
3 3 (25.00%) Consultant
3 3 (25.00%) Infrastructure Architect
3 3 (25.00%) Infrastructure Consultant
3 3 (25.00%) Virtualisation Architect
3 3 (25.00%) Virtualisation Consultant
3 3 (25.00%) Virtualisation Infrastructure Consultant
4 2 (16.67%) Data Scientist
4 2 (16.67%) Senior Data Scientist
5 1 (8.33%) Analyst
5 1 (8.33%) DevOps Engineer
5 1 (8.33%) Systems Analyst
Libraries, Frameworks & Software Standards
1 1 (8.33%) Play Framework
Miscellaneous
1 3 (25.00%) Data Centre
2 2 (16.67%) Analytical Skills
2 2 (16.67%) Computer Science
3 1 (8.33%) Algorithms
Operating Systems
1 3 (25.00%) Linux
Processes & Methodologies
1 5 (41.67%) Data Acquisition
1 5 (41.67%) Data Architecture
1 5 (41.67%) Data Modelling
2 3 (25.00%) ITIL
2 3 (25.00%) ITSM
2 3 (25.00%) PRINCE2
2 3 (25.00%) TOGAF
3 2 (16.67%) Machine Learning
3 2 (16.67%) Mathematics
3 2 (16.67%) Statistics
4 1 (8.33%) Analytics
4 1 (8.33%) Applied Mathematics
4 1 (8.33%) Business Development
4 1 (8.33%) Data Extraction
4 1 (8.33%) Data Integration
4 1 (8.33%) Open Source
4 1 (8.33%) Predictive Analytics
4 1 (8.33%) Predictive Modelling
4 1 (8.33%) Statistical Analysis
4 1 (8.33%) Systems Analysis
Programming Languages
1 2 (16.67%) R
1 2 (16.67%) SQL
2 1 (8.33%) Go
2 1 (8.33%) Java
2 1 (8.33%) MATLAB
2 1 (8.33%) Python
2 1 (8.33%) Scala
2 1 (8.33%) Shell Script
Qualifications
1 1 (8.33%) PhD
1 1 (8.33%) SAS Certification
Quality Assurance & Compliance
1 5 (41.67%) Data Quality
System Software
1 3 (25.00%) VMware Infrastructure
2 1 (8.33%) Docker
Systems Management
1 4 (33.33%) Puppet
2 3 (25.00%) Icinga
2 3 (25.00%) Opscode Chef
2 3 (25.00%) vRealize
3 1 (8.33%) Terraform
Vendors
1 3 (25.00%) Cisco
1 3 (25.00%) Dell
1 3 (25.00%) EMC
1 3 (25.00%) Microsoft
1 3 (25.00%) Oracle
1 3 (25.00%) ServiceNow
1 3 (25.00%) VMware
2 1 (8.33%) Google
2 1 (8.33%) Red Hat
2 1 (8.33%) SaltStack
2 1 (8.33%) Teradata