Period
to 11 August 2020

The following table provides summary statistics for permanent job vacancies advertised in Cheshire 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 11 August 2020 with a comparison to the same period in the previous 2 years.

Analytics
North West > Cheshire
6 months to
11 Aug 2020
Same period 2019 Same period 2018
Rank 44 61 95
Rank change year-on-year +17 +34 -5
Permanent jobs citing Analytics 42 82 75
As % of all permanent jobs advertised in Cheshire 4.66% 4.14% 2.53%
As % of the Processes & Methodologies category 4.95% 4.52% 2.70%
Number of salaries quoted 32 52 77
Median annual salary £45,000 £47,500 £50,000
Median salary % change year-on-year -5.26% -5.00% +33.33%
10th Percentile £37,500 £30,125 £32,750
90th Percentile £52,500 £75,000 £72,500
North West median annual salary £50,000 £45,000 £48,500
% change year-on-year +11.11% -7.22% +7.78%

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 Cheshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Cheshire
Permanent vacancies with a requirement for process or methodology skills 849 1,816 2,773
As % of all permanent IT jobs advertised in Cheshire 94.12% 91.76% 93.40%
Number of salaries quoted 634 1,371 2,066
Median annual salary £45,000 £45,000 £45,000
10th Percentile £31,250 £26,250 £26,503
90th Percentile £68,750 £67,500 £67,500
North West median annual salary £50,000 £45,000 £44,500
% change year-on-year +11.11% +1.12% +7.23%

Analytics
Job Vacancy Trend in Cheshire

Job postings citing Analytics as a proportion of all IT jobs advertised in Cheshire.

Job vacancy trend for Analytics in Cheshire

Analytics
Salary Trend in Cheshire

3-month moving average salary quoted in jobs citing Analytics in Cheshire.

Salary trend for Analytics in Cheshire

Analytics
Salary Histogram in Cheshire

Salary distribution for jobs citing Analytics in Cheshire over the 6 months to 11 August 2020.

Salary histogram for Analytics in Cheshire

Analytics
Job Locations in Cheshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytics within the Cheshire region over the 6 months to 11 August 2020. 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
Warrington -19 13 £45,000 -14.29% 1
Wilmslow +2 5 £60,000 -17.24%
Chester +4 3 £50,000 +81.82%
Knutsford +27 2 - - 2
Daresbury - 1 £40,001 -
Analytics
North West

For the 6 months to 11 August 2020, IT jobs citing Analytics also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Cheshire region with a requirement for Analytics.

1 22 (52.38%) Agile Software Development
2 18 (42.86%) SQL
3 13 (30.95%) SQL Server
3 13 (30.95%) Business Intelligence
3 13 (30.95%) Data Science
4 10 (23.81%) Tableau
4 10 (23.81%) Data Warehouse
4 10 (23.81%) Azure
5 9 (21.43%) Data Analysis
5 9 (21.43%) ETL
5 9 (21.43%) Microsoft
5 9 (21.43%) Data Structures
5 9 (21.43%) Power BI
5 9 (21.43%) Power Platform
6 8 (19.05%) DevOps
6 8 (19.05%) JavaScript
6 8 (19.05%) SQL Server Integration Services
7 7 (16.67%) Visualisation
7 7 (16.67%) .NET
7 7 (16.67%) Data Modelling
7 7 (16.67%) Project Management
7 7 (16.67%) Algorithms
7 7 (16.67%) Greenfield Project
8 6 (14.29%) Innovative Thinking
8 6 (14.29%) Data Engineering
8 6 (14.29%) Threat Modelling
8 6 (14.29%) SDLC
8 6 (14.29%) Process Improvement
8 6 (14.29%) Big Data
8 6 (14.29%) Pharmaceutical

Analytics
Co-occurring IT Skills in Cheshire 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 4 (9.52%) IIS
2 3 (7.14%) NServiceBus
3 1 (2.38%) Apache
3 1 (2.38%) Apache Airflow
3 1 (2.38%) CMS
3 1 (2.38%) Luigi
3 1 (2.38%) SAS
Applications
1 1 (2.38%) Microsoft Excel
Business Applications
1 2 (4.76%) Oracle EBS
Cloud Services
1 10 (23.81%) Azure
2 9 (21.43%) Power Platform
3 6 (14.29%) PaaS
4 3 (7.14%) GCP
5 2 (4.76%) AWS
5 2 (4.76%) Google Analytics
6 1 (2.38%) Adobe Analytics
6 1 (2.38%) Google Tag Manager
Database & Business Intelligence
1 13 (30.95%) SQL Server
2 10 (23.81%) Data Warehouse
3 9 (21.43%) Power BI
4 8 (19.05%) SQL Server Integration Services
5 6 (14.29%) Big Data
5 6 (14.29%) SQL Server Reporting Services
6 5 (11.90%) Relational Database
7 4 (9.52%) Oracle Database
7 4 (9.52%) SQL Server Analysis Services
8 2 (4.76%) BigQuery
9 1 (2.38%) Amazon Redshift
9 1 (2.38%) Cloud Spanner
9 1 (2.38%) Enterprise Data Warehouse
9 1 (2.38%) Hadoop
9 1 (2.38%) Looker
9 1 (2.38%) MongoDB
9 1 (2.38%) SQL Server 2008
9 1 (2.38%) SQL Server 2012
9 1 (2.38%) SQL Server 2014
9 1 (2.38%) SQL Server 2016
Development Applications
1 5 (11.90%) Jenkins
2 2 (4.76%) JIRA
2 2 (4.76%) SQL Server Management Studio (SSMS)
3 1 (2.38%) Spinnaker
3 1 (2.38%) TeamCity
General
1 6 (14.29%) Pharmaceutical
2 4 (9.52%) Marketing
3 3 (7.14%) Finance
3 3 (7.14%) Law
3 3 (7.14%) Public Sector
4 2 (4.76%) Manufacturing
4 2 (4.76%) Retail
Job Titles
1 13 (30.95%) Developer
2 7 (16.67%) Architect
2 7 (16.67%) Business Intelligence Developer
3 6 (14.29%) Analyst
3 6 (14.29%) Data Engineer
3 6 (14.29%) Software Architect
4 4 (9.52%) Business Developer
4 4 (9.52%) Software Engineer
5 3 (7.14%) Business Analyst
5 3 (7.14%) Lead Developer
5 3 (7.14%) Project Manager
5 3 (7.14%) Technical Developer
5 3 (7.14%) Technical Leader
6 2 (4.76%) Data Warehouse Developer
6 2 (4.76%) Tableau Developer
7 1 (2.38%) Business Intelligence Analyst
7 1 (2.38%) Data Manager
7 1 (2.38%) Marketing Manager
7 1 (2.38%) Product Manager
7 1 (2.38%) Team Leader
Libraries, Frameworks & Software Standards
1 7 (16.67%) .NET
2 4 (9.52%) ASP.NET
2 4 (9.52%) HTML
2 4 (9.52%) Web Services
3 3 (7.14%) .NET Framework
3 3 (7.14%) ASP.NET MVC
3 3 (7.14%) ASP.NET Web API
3 3 (7.14%) HTML5
3 3 (7.14%) MSMQ
4 1 (2.38%) Apache NiFi
4 1 (2.38%) CSS
4 1 (2.38%) Kafka
4 1 (2.38%) RabbitMQ
Miscellaneous
1 9 (21.43%) Data Structures
2 7 (16.67%) Algorithms
2 7 (16.67%) Greenfield Project
3 5 (11.90%) User Experience
4 4 (9.52%) Analytical Skills
5 2 (4.76%) Management Information System
6 1 (2.38%) Self-Motivation
6 1 (2.38%) Social Media
Processes & Methodologies
1 22 (52.38%) Agile Software Development
2 13 (30.95%) Business Intelligence
2 13 (30.95%) Data Science
3 9 (21.43%) Data Analysis
3 9 (21.43%) ETL
4 8 (19.05%) DevOps
5 7 (16.67%) Data Modelling
5 7 (16.67%) Project Management
5 7 (16.67%) Visualisation
6 6 (14.29%) Data Engineering
6 6 (14.29%) Data Integration
6 6 (14.29%) Data Management
6 6 (14.29%) Innovative Thinking
6 6 (14.29%) Mathematics
6 6 (14.29%) Process Improvement
6 6 (14.29%) SDLC
6 6 (14.29%) Software Architecture
6 6 (14.29%) Threat Modelling
6 6 (14.29%) TOGAF
7 5 (11.90%) Requirements Gathering
Programming Languages
1 18 (42.86%) SQL
2 8 (19.05%) JavaScript
3 4 (9.52%) C#
3 4 (9.52%) T-SQL
4 2 (4.76%) C
4 2 (4.76%) Python
5 1 (2.38%) Java
Qualifications
1 6 (14.29%) Degree
1 6 (14.29%) PhD
2 2 (4.76%) IIBA
Quality Assurance & Compliance
1 3 (7.14%) Data Quality
1 3 (7.14%) QA
System Software
1 4 (9.52%) Microsoft App-V
1 4 (9.52%) VMware ESXi
1 4 (9.52%) vSphere
1 4 (9.52%) Xen
2 2 (4.76%) Docker
2 2 (4.76%) VMware Infrastructure
Systems Management
1 4 (9.52%) IBM BigFix
1 4 (9.52%) SCCM
1 4 (9.52%) vCenter Server
2 2 (4.76%) Kubernetes
Vendors
1 10 (23.81%) Tableau
2 9 (21.43%) Microsoft
3 6 (14.29%) Oracle
4 5 (11.90%) Jitterbit
5 4 (9.52%) BMC
5 4 (9.52%) Citrix
5 4 (9.52%) Cognos
5 4 (9.52%) DevExpress
5 4 (9.52%) IBM
5 4 (9.52%) ServiceNow
5 4 (9.52%) Tanium
5 4 (9.52%) VMware
6 2 (4.76%) Adobe
6 2 (4.76%) Google
6 2 (4.76%) Salesforce.com
6 2 (4.76%) SAP
7 1 (2.38%) Ab Initio
7 1 (2.38%) Informatica