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 18 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
18 Jan 2017
Same period 2016 Same period 2015
Big Data
Merseyside / Liverpool
Rank 55 51 -
Rank change year-on-year
-4 -
Permanent jobs citing Big Data 4 1 0
As % of all permanent IT jobs located in Liverpool 0.88% 0.25% -
As % of the Database & Business Intelligence category 2.37% 0.68% -
Number of salaries quoted 4 0 0
Median salary £62,500 - -
UK excluding London median salary £55,000 £52,500 £47,500
% change year-on-year
+4.76% +10.52%

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
169 146 140
As % of all permanent IT jobs located in Liverpool 37.22% 36.05% 39.00%
Number of salaries quoted 135 128 110
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year
- +6.25%
90% offered a salary of more than £30,900 £30,000 £32,500
10% offered a salary of more than £52,500 £45,000 £50,000
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +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 18 January 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 6 (37.50%) Oracle
1 6 (37.50%) SQL
2 5 (31.25%) Data Modelling
2 5 (31.25%) Business Intelligence
2 5 (31.25%) Agile Software Development
2 5 (31.25%) Data Architecture
2 5 (31.25%) Data Quality
2 5 (31.25%) Data Acquisition
3 4 (25.00%) Microsoft Azure
3 4 (25.00%) Amazon AWS
3 4 (25.00%) Analytical Skills
3 4 (25.00%) Puppet
3 4 (25.00%) ETL
3 4 (25.00%) SQL Server
4 3 (18.75%) ITIL
4 3 (18.75%) PRINCE2
4 3 (18.75%) Linux
4 3 (18.75%) Oracle Reports
4 3 (18.75%) ITSM
4 3 (18.75%) VMware
4 3 (18.75%) Essbase
4 3 (18.75%) Cisco
4 3 (18.75%) Microsoft
4 3 (18.75%) Dell
4 3 (18.75%) EMC
4 3 (18.75%) TOGAF
4 3 (18.75%) Oracle BI EE
4 3 (18.75%) Data Warehouse
4 3 (18.75%) VMware Infrastructure
4 3 (18.75%) Icinga

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 1 (6.25%) Apache Pig
1 1 (6.25%) Apache Spark
1 1 (6.25%) Elasticsearch
1 1 (6.25%) SAS
Cloud Services
1 4 (25.00%) Amazon AWS
1 4 (25.00%) Microsoft Azure
2 1 (6.25%) SaaS
Communications & Networking
1 1 (6.25%) SAN
Database & Business Intelligence
1 4 (25.00%) SQL Server
2 3 (18.75%) Data Warehouse
2 3 (18.75%) Essbase
2 3 (18.75%) Oracle BI EE
2 3 (18.75%) Oracle ODI
2 3 (18.75%) Oracle Reports
3 1 (6.25%) Apache Hive
3 1 (6.25%) Data Mining
3 1 (6.25%) Hadoop
3 1 (6.25%) MongoDB
3 1 (6.25%) SQL Server Integration Services
Development Applications
1 1 (6.25%) Jenkins
General
1 1 (6.25%) Retail
Job Titles
1 8 (50.00%) Architect
2 5 (31.25%) Data Architect
2 5 (31.25%) Senior Architect
2 5 (31.25%) Senior Data Architect
3 4 (25.00%) Developer
4 3 (18.75%) Business Intelligence Developer
4 3 (18.75%) Cloud Architect
4 3 (18.75%) Cloud Consultant
4 3 (18.75%) Cloud Infrastructure Architect
4 3 (18.75%) Cloud Infrastructure Consultant
4 3 (18.75%) Consultant
4 3 (18.75%) Infrastructure Architect
4 3 (18.75%) Infrastructure Consultant
4 3 (18.75%) Oracle BI Developer
4 3 (18.75%) Oracle Developer
4 3 (18.75%) Virtualisation Architect
4 3 (18.75%) Virtualisation Consultant
4 3 (18.75%) Virtualisation Infrastructure Consultant
5 1 (6.25%) Cloud Engineer
5 1 (6.25%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 1 (6.25%) Play Framework
Miscellaneous
1 4 (25.00%) Analytical Skills
2 3 (18.75%) Data Centre
2 3 (18.75%) Private Cloud
3 1 (6.25%) Applied Mathematics
3 1 (6.25%) Blockchain
3 1 (6.25%) Computer Science
3 1 (6.25%) Data Extraction
3 1 (6.25%) Data Integration
3 1 (6.25%) Enterprise Cloud
3 1 (6.25%) Mathematics
3 1 (6.25%) Statistics
Operating Systems
1 3 (18.75%) Linux
Processes & Methodologies
1 5 (31.25%) Agile Software Development
1 5 (31.25%) Business Intelligence
1 5 (31.25%) Data Acquisition
1 5 (31.25%) Data Architecture
1 5 (31.25%) Data Modelling
2 4 (25.00%) ETL
3 3 (18.75%) ITIL
3 3 (18.75%) ITSM
3 3 (18.75%) Kimball Methodology
3 3 (18.75%) PRINCE2
3 3 (18.75%) TOGAF
4 1 (6.25%) Analytics
4 1 (6.25%) Bayesian Methods
4 1 (6.25%) DevOps
4 1 (6.25%) Predictive Analytics
4 1 (6.25%) Statistical Analysis
4 1 (6.25%) Statistical Computing
4 1 (6.25%) Systems Analysis
4 1 (6.25%) Target Operating Model
4 1 (6.25%) Technical Analysis
Programming Languages
1 6 (37.50%) SQL
2 1 (6.25%) C
2 1 (6.25%) Go
2 1 (6.25%) Java
2 1 (6.25%) MATLAB
2 1 (6.25%) Python
2 1 (6.25%) R
2 1 (6.25%) Scala
2 1 (6.25%) Shell Script
2 1 (6.25%) T-SQL
Qualifications
1 1 (6.25%) PhD
Quality Assurance & Compliance
1 5 (31.25%) Data Quality
System Software
1 3 (18.75%) VMware Infrastructure
2 1 (6.25%) Docker
Systems Management
1 4 (25.00%) Puppet
2 3 (18.75%) Icinga
2 3 (18.75%) Opscode Chef
2 3 (18.75%) vRealize
3 1 (6.25%) Terraform
Vendors
1 6 (37.50%) Oracle
2 3 (18.75%) Cisco
2 3 (18.75%) Dell
2 3 (18.75%) EMC
2 3 (18.75%) Microsoft
2 3 (18.75%) ServiceNow
2 3 (18.75%) VMware
3 1 (6.25%) Google
3 1 (6.25%) Red Hat
3 1 (6.25%) Salesforce.com
3 1 (6.25%) SaltStack
3 1 (6.25%) Teradata