Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Merseyside with a requirement for Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytics over the 6 months to 18 November 2017 with a comparison to the same period in the previous 2 years.

Analytics
North West > Merseyside
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 56 88 31
Rank change year-on-year +32 -57 +23
Permanent jobs citing Analytics 31 20 58
As % of all permanent IT jobs advertised in Merseyside 3.14% 1.54% 6.18%
As % of the Processes & Methodologies category 3.47% 1.74% 7.05%
Number of salaries quoted 28 18 16
Merseyside median annual salary £50,250 £36,250 £30,500
Median salary % change year-on-year +38.62% +18.85% -28.24%
10th Percentile £31,225 £30,125 £25,000
90th Percentile £75,000 £74,425 £41,875
North West median annual salary £45,000 £40,000 £37,500
% change year-on-year +12.50% +6.67% -11.76%

Analytics is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Merseyside with a requirement for process or methodology skills.

All Process and Methodology Skills
Merseyside
Permanent vacancies with a requirement for process or methodology skills 894 1149 823
As % of all permanent IT jobs advertised in Merseyside 90.58% 88.52% 87.65%
Number of salaries quoted 666 777 621
Merseyside median annual salary £41,000 £40,000 £40,000
Median salary % change year-on-year +2.50% - -
10th Percentile £27,261 £26,250 £25,500
90th Percentile £66,250 £57,500 £65,000
North West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +1.27%

Analytics
Job Vacancy Trend in Merseyside

Job postings citing Analytics as a percentage of all IT jobs advertised in Merseyside.

Job vacancy trend for Analytics in Merseyside

Analytics
Salary Trend in Merseyside

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Analytics in Merseyside.

Salary trend for Analytics in Merseyside

Analytics
Salary Histogram in Merseyside

The salary distribution of IT jobs citing Analytics in Merseyside over the 6 months to 18 November 2017.

Salary histogram for Analytics in Merseyside

Analytics
Job Locations in Merseyside

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytics within the Merseyside region over the 6 months to 18 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Liverpool +30 14 £75,000 +100.00%
Wirral +3 8 £35,000 +7.69%
St Helens - 1 £47,500 -
Analytics
North West

For the 6 months to 18 November 2017, IT jobs citing Analytics 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 Analytics.

1 16 (51.61%) Agile Software Development
2 14 (45.16%) SQL
3 13 (41.94%) SQL Server
3 13 (41.94%) Big Data
4 12 (38.71%) Data Integration
4 12 (38.71%) Hadoop
4 12 (38.71%) Apache
4 12 (38.71%) ETL
5 11 (35.48%) Windows
5 11 (35.48%) Linux
5 11 (35.48%) Hibernate
5 11 (35.48%) Data Security
5 11 (35.48%) Google
5 11 (35.48%) Microsoft Azure
5 11 (35.48%) Amazon AWS
5 11 (35.48%) Continuous Integration
5 11 (35.48%) Puppet
5 11 (35.48%) Requirements Management
5 11 (35.48%) JIRA
5 11 (35.48%) GitHub
5 11 (35.48%) Bitbucket
5 11 (35.48%) Jenkins
5 11 (35.48%) Ambari
5 11 (35.48%) Hortonworks
5 11 (35.48%) Opscode Chef
5 11 (35.48%) DevOps
5 11 (35.48%) AWS CloudFormation
5 11 (35.48%) Amazon CloudWatch
5 11 (35.48%) ZABBIX
5 11 (35.48%) Collaborative Working

Analytics
Co-occurring 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 12 (38.71%) Apache
2 2 (6.45%) Apache Spark
2 2 (6.45%) SAS
Applications
1 2 (6.45%) Microsoft Office
Business Applications
1 2 (6.45%) Cognos Planning
1 2 (6.45%) Cognos TM1
2 1 (3.23%) Oracle EBS
Cloud Services
1 11 (35.48%) Amazon AWS
1 11 (35.48%) Amazon CloudWatch
1 11 (35.48%) AWS CloudFormation
1 11 (35.48%) GitHub
1 11 (35.48%) Microsoft Azure
2 5 (16.13%) Google Analytics
3 1 (3.23%) Office 365
Database & Business Intelligence
1 13 (41.94%) Big Data
1 13 (41.94%) SQL Server
2 12 (38.71%) Hadoop
3 3 (9.68%) Data Warehouse
4 2 (6.45%) OLAP
4 2 (6.45%) RDBMS
4 2 (6.45%) Relational Database
4 2 (6.45%) SQL Server Reporting Services
5 1 (3.23%) Data Lake
5 1 (3.23%) Microsoft Analysis Services
5 1 (3.23%) Oracle BI EE
5 1 (3.23%) Oracle Reports
5 1 (3.23%) Power BI
5 1 (3.23%) QlikView
5 1 (3.23%) Snowflake Schema
5 1 (3.23%) SQL Server 2012
5 1 (3.23%) SQL Server Analysis Services
5 1 (3.23%) SQL Server Integration Services
Development Applications
1 11 (35.48%) Bitbucket
1 11 (35.48%) Jenkins
1 11 (35.48%) JIRA
2 1 (3.23%) Talend Open Studio
General
1 10 (32.26%) Marketing
2 7 (22.58%) Manufacturing
3 4 (12.90%) Finance
4 2 (6.45%) Advertising
4 2 (6.45%) Retail
Job Titles
1 7 (22.58%) Architect
2 6 (19.35%) Database Architect
3 5 (16.13%) Database Engineer
4 4 (12.90%) Chief Technology Officer
4 4 (12.90%) SEO Specialist
5 3 (9.68%) Analyst
5 3 (9.68%) Technical Specialist
6 2 (6.45%) Business Developer
6 2 (6.45%) Business Intelligence Developer
6 2 (6.45%) Business Intelligence Lead
6 2 (6.45%) Cognos BI Developer
6 2 (6.45%) Cognos Developer
6 2 (6.45%) Developer
6 2 (6.45%) Head of IT
6 2 (6.45%) Lead Developer
6 2 (6.45%) OLAP Developer
6 2 (6.45%) TM1 Developer
7 1 (3.23%) Analytics Manager
7 1 (3.23%) Data Strategist
7 1 (3.23%) Presales Manager
Libraries, Frameworks & Software Standards
1 11 (35.48%) Hibernate
2 4 (12.90%) CSS
2 4 (12.90%) HTML
3 1 (3.23%) Web Services
Miscellaneous
1 7 (22.58%) Life Science
2 6 (19.35%) Analytical Skills
3 1 (3.23%) Algorithms
3 1 (3.23%) Public Cloud
3 1 (3.23%) Social Media
Operating Systems
1 11 (35.48%) Linux
1 11 (35.48%) Windows
Processes & Methodologies
1 16 (51.61%) Agile Software Development
2 12 (38.71%) Data Integration
2 12 (38.71%) ETL
3 11 (35.48%) Collaborative Working
3 11 (35.48%) Continuous Integration
3 11 (35.48%) Data Security
3 11 (35.48%) DevOps
3 11 (35.48%) Requirements Management
4 8 (25.81%) Data Analytics
5 7 (22.58%) Data Modelling
5 7 (22.58%) Data Strategy
6 6 (19.35%) Artificial Intelligence
6 6 (19.35%) Disaster Recovery
6 6 (19.35%) Release Management
6 6 (19.35%) Risk Management
6 6 (19.35%) Service Delivery
7 5 (16.13%) Database Security
7 5 (16.13%) Pay per click
7 5 (16.13%) Performance Monitoring
7 5 (16.13%) SEO
Programming Languages
1 14 (45.16%) SQL
2 4 (12.90%) JavaScript
3 1 (3.23%) Python
3 1 (3.23%) T-SQL
Qualifications
1 5 (16.13%) Degree
Systems Management
1 11 (35.48%) Ambari
1 11 (35.48%) Opscode Chef
1 11 (35.48%) Puppet
1 11 (35.48%) ZABBIX
Vendors
1 11 (35.48%) Google
1 11 (35.48%) Hortonworks
2 3 (9.68%) Microsoft
3 2 (6.45%) Cognos
3 2 (6.45%) Oracle
3 2 (6.45%) Tableau
4 1 (3.23%) Talend
4 1 (3.23%) Teradata