The table below looks at the statistics for Big Data skills in IT jobs advertised for the Merseyside region. Included is a guide to the salaries offered in IT jobs that have cited Big Data over the 3 months to 9 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
9 Dec 2016
Same period 2015 Same period 2014
Big Data
Rank 71 - 60
Rank change year-on-year
- 0
Permanent jobs citing Big Data 8 0 1
As % of all permanent IT jobs located in Merseyside 1.19% - 0.20%
As % of the Database & Business Intelligence category 3.20% - 0.52%
Number of salaries quoted 3 0 1
Median salary £55,000 - £40,000
UK excluding London median salary £52,500 £50,000 £47,500
% change year-on-year
+5.00% +5.26%
Big Data
North West

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 Merseyside region.

Database & Business Intelligence Category
Merseyside
Permanent IT job ads with a match in the
Database & Business Intelligence category
250 166 191
As % of all permanent IT jobs located in Merseyside 37.15% 33.54% 37.75%
Number of salaries quoted 169 127 154
Median salary £40,000 £40,000 £38,250
Median salary % change year-on-year
- +4.57%
90% offered a salary of more than £27,500 £26,000 £26,800
10% offered a salary of more than £52,500 £45,000 £47,500
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 Merseyside

The demand trend of job ads across the Merseyside 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 Merseyside

Big Data
Salary Trend in Merseyside

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

Big Data Salary Trend in Merseyside

Big Data
Salary Histogram in Merseyside

This chart provides a salary histogram for IT jobs citing Big Data across the Merseyside region over the 3 months to 9 December 2016.

Big Data Salary Histogram in Merseyside

Big Data
Job Locations in Merseyside

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Big Data within the Merseyside region over the 3 months to 9 December 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Liverpool - 7 £53,750 -
Big Data
North West

Big Data
Top 30 Related IT Skills in Merseyside

For the 6 months to 9 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 Merseyside region with a requirement for Big Data.

1 9 (45.00%) Data Quality
1 9 (45.00%) Data Acquisition
2 8 (40.00%) SQL
2 8 (40.00%) Business Intelligence
3 7 (35.00%) ETL
3 7 (35.00%) Agile Software Development
4 6 (30.00%) Data Architecture
4 6 (30.00%) Analytical Skills
5 5 (25.00%) Master Data Management
5 5 (25.00%) SQL Server
5 5 (25.00%) Data Warehouse
5 5 (25.00%) Data Modelling
5 5 (25.00%) Data Mining
5 5 (25.00%) Data Management
6 4 (20.00%) Enterprise Data Management
6 4 (20.00%) ITIL
6 4 (20.00%) Change Management
7 3 (15.00%) Microsoft Azure
7 3 (15.00%) Oracle BI EE
7 3 (15.00%) Kimball Methodology
7 3 (15.00%) Analytics
7 3 (15.00%) Oracle ODI
7 3 (15.00%) Private Cloud
7 3 (15.00%) DevOps
7 3 (15.00%) Hadoop
7 3 (15.00%) Essbase
7 3 (15.00%) Oracle Reports
7 3 (15.00%) Oracle
7 3 (15.00%) Teradata
8 2 (10.00%) Retail

Big Data
Top Related IT Skills in Merseyside 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 (5.00%) Apache Pig
1 1 (5.00%) Apache Spark
1 1 (5.00%) Elasticsearch
1 1 (5.00%) SAS
Cloud Services
1 3 (15.00%) Microsoft Azure
2 1 (5.00%) Amazon AWS
2 1 (5.00%) SaaS
Communications & Networking
1 1 (5.00%) SAN
Database & Business Intelligence
1 5 (25.00%) Data Mining
1 5 (25.00%) Data Warehouse
1 5 (25.00%) SQL Server
2 3 (15.00%) Essbase
2 3 (15.00%) Hadoop
2 3 (15.00%) Oracle BI EE
2 3 (15.00%) Oracle ODI
2 3 (15.00%) Oracle Reports
3 2 (10.00%) Enterprise Data Warehouse
3 2 (10.00%) SAP BW
3 2 (10.00%) SQL Server Integration Services
4 1 (5.00%) Apache Hive
4 1 (5.00%) BusinessObjects
4 1 (5.00%) MongoDB
4 1 (5.00%) Pentaho
4 1 (5.00%) SQL Server 2008
Development Applications
1 1 (5.00%) Jenkins
General
1 2 (10.00%) Retail
2 1 (5.00%) Games
Job Titles
1 7 (35.00%) Architect
2 6 (30.00%) Data Architect
3 5 (25.00%) Developer
3 5 (25.00%) Senior Architect
3 5 (25.00%) Senior Data Architect
4 4 (20.00%) Head of Data Management
5 3 (15.00%) Business Intelligence Developer
5 3 (15.00%) Oracle BI Developer
5 3 (15.00%) Oracle Developer
6 2 (10.00%) Lead Architect
7 1 (5.00%) Analyst
7 1 (5.00%) ETL Developer
7 1 (5.00%) Head of Development
7 1 (5.00%) Lead Solutions Architect
7 1 (5.00%) Principal Architect
7 1 (5.00%) Solutions Architect
7 1 (5.00%) SQL Developer
7 1 (5.00%) Systems Analyst
7 1 (5.00%) Technical Architect
7 1 (5.00%) Technical Leader
Libraries, Frameworks & Software Standards
1 1 (5.00%) Middleware
1 1 (5.00%) Play Framework
Miscellaneous
1 6 (30.00%) Analytical Skills
2 3 (15.00%) Private Cloud
3 2 (10.00%) Computer Science
4 1 (5.00%) Applied Mathematics
4 1 (5.00%) Blockchain
4 1 (5.00%) Data Extraction
4 1 (5.00%) Data Integration
4 1 (5.00%) Enterprise Cloud
4 1 (5.00%) Mathematics
4 1 (5.00%) Statistics
Processes & Methodologies
1 9 (45.00%) Data Acquisition
2 8 (40.00%) Business Intelligence
3 7 (35.00%) Agile Software Development
3 7 (35.00%) ETL
4 6 (30.00%) Data Architecture
5 5 (25.00%) Data Management
5 5 (25.00%) Data Modelling
5 5 (25.00%) Master Data Management
6 4 (20.00%) Change Management
6 4 (20.00%) Enterprise Data Management
6 4 (20.00%) ITIL
7 3 (15.00%) Analytics
7 3 (15.00%) DevOps
7 3 (15.00%) Kimball Methodology
8 1 (5.00%) Bayesian Methods
8 1 (5.00%) Machine Learning
8 1 (5.00%) Open Source
8 1 (5.00%) Predictive Modelling
8 1 (5.00%) Statistical Computing
8 1 (5.00%) Technical Analysis
Programming Languages
1 8 (40.00%) SQL
2 1 (5.00%) C
2 1 (5.00%) Go
2 1 (5.00%) Java
2 1 (5.00%) MATLAB
2 1 (5.00%) Python
2 1 (5.00%) R
2 1 (5.00%) Scala
2 1 (5.00%) Shell Script
2 1 (5.00%) T-SQL
Qualifications
1 1 (5.00%) MBA
1 1 (5.00%) PhD
Quality Assurance & Compliance
1 9 (45.00%) Data Quality
2 1 (5.00%) SLA
System Software
1 1 (5.00%) Docker
Systems Management
1 1 (5.00%) Puppet
1 1 (5.00%) Terraform
Vendors
1 3 (15.00%) Oracle
1 3 (15.00%) Teradata
2 2 (10.00%) SAP
3 1 (5.00%) Google
3 1 (5.00%) Greenplum
3 1 (5.00%) Microsoft
3 1 (5.00%) Red Hat
3 1 (5.00%) Salesforce.com
3 1 (5.00%) SaltStack
3 1 (5.00%) TIBCO