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 10 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
10 Dec 2016
Same period 2015 Same period 2014
Big Data
Rank 60 - 51
Rank change year-on-year
- 0
Permanent jobs citing Big Data 7 0 1
As % of all permanent IT jobs located in Liverpool 1.27% - 0.28%
As % of the Database & Business Intelligence category 3.57% - 0.72%
Number of salaries quoted 2 0 1
Median salary £53,750 - £40,000
UK excluding London median salary £53,000 £50,250 £47,500
% change year-on-year
+5.47% +5.78%
Big Data
Merseyside

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
196 119 138
As % of all permanent IT jobs located in Liverpool 35.57% 33.06% 38.12%
Number of salaries quoted 125 106 102
Median salary £40,000 £40,000 £40,000
90% offered a salary of more than £30,000 £28,750 £32,500
10% offered a salary of more than £52,500 £45,000 £48,500
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +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 10 December 2016, 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 9 (52.94%) Data Quality
1 9 (52.94%) Data Acquisition
2 6 (35.29%) SQL
3 5 (29.41%) Data Modelling
3 5 (29.41%) Data Mining
3 5 (29.41%) Business Intelligence
3 5 (29.41%) Agile Software Development
3 5 (29.41%) Data Architecture
4 4 (23.53%) Enterprise Data Management
4 4 (23.53%) Data Management
4 4 (23.53%) Change Management
4 4 (23.53%) ETL
4 4 (23.53%) SQL Server
4 4 (23.53%) ITIL
4 4 (23.53%) Master Data Management
4 4 (23.53%) Analytical Skills
5 3 (17.65%) Private Cloud
5 3 (17.65%) Oracle ODI
5 3 (17.65%) Oracle Reports
5 3 (17.65%) Essbase
5 3 (17.65%) Oracle
5 3 (17.65%) Data Warehouse
5 3 (17.65%) Kimball Methodology
5 3 (17.65%) Oracle BI EE
6 1 (5.88%) Data Extraction
6 1 (5.88%) Data Integration
6 1 (5.88%) Microsoft Azure
6 1 (5.88%) Amazon AWS
6 1 (5.88%) Scala
6 1 (5.88%) Hadoop

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 (5.88%) Apache Pig
1 1 (5.88%) Apache Spark
1 1 (5.88%) Elasticsearch
1 1 (5.88%) SAS
Cloud Services
1 1 (5.88%) Amazon AWS
1 1 (5.88%) Microsoft Azure
1 1 (5.88%) SaaS
Communications & Networking
1 1 (5.88%) SAN
Database & Business Intelligence
1 5 (29.41%) Data Mining
2 4 (23.53%) SQL Server
3 3 (17.65%) Data Warehouse
3 3 (17.65%) Essbase
3 3 (17.65%) Oracle BI EE
3 3 (17.65%) Oracle ODI
3 3 (17.65%) Oracle Reports
4 1 (5.88%) Apache Hive
4 1 (5.88%) Hadoop
4 1 (5.88%) MongoDB
4 1 (5.88%) SQL Server Integration Services
Development Applications
1 1 (5.88%) Jenkins
General
1 1 (5.88%) Retail
Job Titles
1 5 (29.41%) Architect
1 5 (29.41%) Data Architect
1 5 (29.41%) Senior Architect
1 5 (29.41%) Senior Data Architect
2 4 (23.53%) Developer
2 4 (23.53%) Head of Data Management
3 3 (17.65%) Business Intelligence Developer
3 3 (17.65%) Oracle BI Developer
3 3 (17.65%) Oracle Developer
4 1 (5.88%) Analyst
4 1 (5.88%) Cloud Developer
4 1 (5.88%) Cloud Engineer
4 1 (5.88%) Data Engineer
4 1 (5.88%) Data Scientist
4 1 (5.88%) DevOps Engineer
4 1 (5.88%) Head of Development
4 1 (5.88%) Senior Data Scientist
4 1 (5.88%) SQL Developer
4 1 (5.88%) Systems Analyst
Libraries, Frameworks & Software Standards
1 1 (5.88%) Play Framework
Miscellaneous
1 4 (23.53%) Analytical Skills
2 3 (17.65%) Private Cloud
3 1 (5.88%) Applied Mathematics
3 1 (5.88%) Blockchain
3 1 (5.88%) Computer Science
3 1 (5.88%) Data Extraction
3 1 (5.88%) Data Integration
3 1 (5.88%) Enterprise Cloud
3 1 (5.88%) Mathematics
3 1 (5.88%) Statistics
Processes & Methodologies
1 9 (52.94%) Data Acquisition
2 5 (29.41%) Agile Software Development
2 5 (29.41%) Business Intelligence
2 5 (29.41%) Data Architecture
2 5 (29.41%) Data Modelling
3 4 (23.53%) Change Management
3 4 (23.53%) Data Management
3 4 (23.53%) Enterprise Data Management
3 4 (23.53%) ETL
3 4 (23.53%) ITIL
3 4 (23.53%) Master Data Management
4 3 (17.65%) Kimball Methodology
5 1 (5.88%) Analytics
5 1 (5.88%) Configuration Management
5 1 (5.88%) Econometrics
5 1 (5.88%) Machine Learning
5 1 (5.88%) Open Source
5 1 (5.88%) Predictive Analytics
5 1 (5.88%) Predictive Modelling
5 1 (5.88%) Systems Analysis
Programming Languages
1 6 (35.29%) SQL
2 1 (5.88%) C
2 1 (5.88%) Go
2 1 (5.88%) Java
2 1 (5.88%) MATLAB
2 1 (5.88%) Python
2 1 (5.88%) R
2 1 (5.88%) Scala
2 1 (5.88%) Shell Script
2 1 (5.88%) T-SQL
Qualifications
1 1 (5.88%) PhD
Quality Assurance & Compliance
1 9 (52.94%) Data Quality
System Software
1 1 (5.88%) Docker
Systems Management
1 1 (5.88%) Puppet
1 1 (5.88%) Terraform
Vendors
1 3 (17.65%) Oracle
2 1 (5.88%) Google
2 1 (5.88%) Red Hat
2 1 (5.88%) Salesforce.com
2 1 (5.88%) SaltStack
2 1 (5.88%) Teradata