Period
to 22 July 2018

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 22 July 2018 with a comparison to the same period in the previous 2 years.

Analytics
North West > Cheshire
6 months to
22 Jul 2018
Same period 2017 Same period 2016
Rank 111 93 45
Rank change year-on-year -18 -48 +30
Permanent jobs citing Analytics 71 66 102
As % of all permanent IT jobs advertised in Cheshire 2.29% 2.51% 4.58%
As % of the Processes & Methodologies category 2.49% 2.80% 5.16%
Number of salaries quoted 60 43 93
Cheshire median annual salary £49,250 £40,000 £37,000
Median salary % change year-on-year +23.13% +8.11% -7.50%
10th Percentile £31,250 £27,500 £26,750
90th Percentile £77,700 £76,000 £64,350
North West median annual salary £47,500 £45,000 £40,000
% change year-on-year +5.56% +12.50% +6.67%

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 2,854 2,355 1,977
As % of all permanent IT jobs advertised in Cheshire 92.18% 89.44% 88.85%
Number of salaries quoted 2,120 1,801 1,673
Cheshire median annual salary £45,000 £40,000 £37,500
Median salary % change year-on-year +12.50% +6.67% -6.25%
10th Percentile £26,503 £25,000 £22,000
90th Percentile £67,500 £60,000 £57,500
North West median annual salary £45,000 £41,000 £40,000
% change year-on-year +9.76% +2.50% -

Analytics
Job Vacancy Trend in Cheshire

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

Job vacancy trend for Analytics in Cheshire

Analytics
Salary Trend in Cheshire

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

Salary trend for Analytics in Cheshire

Analytics
Salary Histogram in Cheshire

The salary distribution of IT jobs citing Analytics in Cheshire over the 6 months to 22 July 2018.

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 22 July 2018. 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 +20 35 £48,000 +28.00% 6
Chester +1 14 £53,750 +19.44% 6
Knutsford -13 5 - - 3
Runcorn +8 2 £38,750 +40.91% 1
Wilmslow +5 1 - -
Alderley Edge - 1 - -
Macclesfield - 1 - - 2
Ellesmere Port - 1 £82,500 - 1
Analytics
North West

For the 6 months to 22 July 2018, 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 27 (38.03%) Business Intelligence
1 27 (38.03%) Project Management
2 24 (33.80%) SQL
3 20 (28.17%) Agile Software Development
3 20 (28.17%) Data Analytics
4 17 (23.94%) Mathematics
5 16 (22.54%) Finance
6 13 (18.31%) Python
6 13 (18.31%) Visualisation
7 12 (16.90%) SQL Server
7 12 (16.90%) Banking
8 11 (15.49%) Data Analysis
8 11 (15.49%) Matrix Organization
9 10 (14.08%) Data Science
9 10 (14.08%) Problem-Solving
9 10 (14.08%) Line Management
9 10 (14.08%) Investment Banking
9 10 (14.08%) Degree
9 10 (14.08%) Wealth Management
9 10 (14.08%) Big Data
9 10 (14.08%) Management Information System
9 10 (14.08%) Microsoft
9 10 (14.08%) Ethernet
10 9 (12.68%) ETL
10 9 (12.68%) Pharmaceutical
10 9 (12.68%) T-SQL
10 9 (12.68%) Risk Management
10 9 (12.68%) Legal
10 9 (12.68%) Stakeholder Management
10 9 (12.68%) Google

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 5 (7.04%) SAS
2 4 (5.63%) Apache Spark
3 2 (2.82%) CMS
3 2 (2.82%) Sitecore CMS
4 1 (1.41%) Elasticsearch
4 1 (1.41%) OpenStack
Applications
1 5 (7.04%) Microsoft Excel
2 4 (5.63%) SPSS
3 2 (2.82%) Microsoft Office
3 2 (2.82%) Photoshop
4 1 (1.41%) Camtasia
4 1 (1.41%) Microsoft PowerPoint
4 1 (1.41%) SPSS Modeler
Business Applications
1 1 (1.41%) SAP CO
1 1 (1.41%) SAP FI
1 1 (1.41%) SAP FI/CO
1 1 (1.41%) SAP S/4HANA
Cloud Services
1 6 (8.45%) Google Analytics
2 5 (7.04%) Amazon AWS
3 2 (2.82%) CheetahMail
3 2 (2.82%) Google Tag Manager
3 2 (2.82%) Microsoft Azure
3 2 (2.82%) Pure360
4 1 (1.41%) Amazon Kinesis
4 1 (1.41%) GitHub
4 1 (1.41%) IaaS
4 1 (1.41%) PaaS
Communications & Networking
1 10 (14.08%) Ethernet
2 2 (2.82%) BGP
2 2 (2.82%) LAN
2 2 (2.82%) MPLS
2 2 (2.82%) Network Security
2 2 (2.82%) OSPF
2 2 (2.82%) RSVP
2 2 (2.82%) WAN
3 1 (1.41%) Internet
3 1 (1.41%) Software-Defined Networking
Database & Business Intelligence
1 12 (16.90%) SQL Server
2 10 (14.08%) Big Data
3 8 (11.27%) Data Warehouse
3 8 (11.27%) Power BI
4 7 (9.86%) SQL Server Analysis Services
4 7 (9.86%) SQL Server Reporting Services
5 6 (8.45%) SQL Server Integration Services
6 5 (7.04%) Biml
7 4 (5.63%) QlikView
8 3 (4.23%) Hadoop
8 3 (4.23%) Microsoft Analysis Services
9 2 (2.82%) Cognos Framework Manager
9 2 (2.82%) Cognos Report Studio
9 2 (2.82%) Cognos Transformer
9 2 (2.82%) Data Mining
9 2 (2.82%) NoSQL
10 1 (1.41%) Amazon Redshift
10 1 (1.41%) BusinessObjects Business Intelligence
10 1 (1.41%) OLAP Cube
10 1 (1.41%) Qlik Sense
Development Applications
1 4 (5.63%) Git (software)
2 3 (4.23%) TeamCity
2 3 (4.23%) Visual Studio
3 2 (2.82%) CasperJS
3 2 (2.82%) Octopus Deploy
3 2 (2.82%) Team Foundation Server
4 1 (1.41%) Atlassian Bamboo
4 1 (1.41%) Jenkins
4 1 (1.41%) Moq
4 1 (1.41%) Subversion
4 1 (1.41%) TortoiseSVN
General
1 16 (22.54%) Finance
2 12 (16.90%) Banking
3 10 (14.08%) Investment Banking
4 9 (12.68%) Legal
4 9 (12.68%) Pharmaceutical
5 6 (8.45%) Telecoms
6 5 (7.04%) Law
6 5 (7.04%) Retail
7 4 (5.63%) Games
7 4 (5.63%) Marketing
8 3 (4.23%) Corporate Banking
8 3 (4.23%) Retail Banking
9 2 (2.82%) Digital Economy
10 1 (1.41%) Back Office
10 1 (1.41%) Manufacturing
Job Titles
1 13 (18.31%) Analyst
2 12 (16.90%) Developer
3 6 (8.45%) Business Developer
3 6 (8.45%) Business Intelligence Developer
4 5 (7.04%) Analytics Manager
4 5 (7.04%) MI Manager
4 5 (7.04%) SQL BI Developer
4 5 (7.04%) SQL Developer
5 4 (5.63%) Capacity Planner
5 4 (5.63%) Data Analytics Manager
5 4 (5.63%) Data Scientist
5 4 (5.63%) Network Planner
5 4 (5.63%) Project Manager
5 4 (5.63%) Software Project Manager
6 3 (4.23%) Business Intelligence Analyst
6 3 (4.23%) Implementation Engineer
6 3 (4.23%) Information Manager
6 3 (4.23%) Information Security Manager
6 3 (4.23%) Insight Analyst
6 3 (4.23%) Security Manager
Libraries, Frameworks & Software Standards
1 6 (8.45%) XML
2 5 (7.04%) CSS
2 5 (7.04%) HTML
2 5 (7.04%) MDX
3 4 (5.63%) .NET
4 3 (4.23%) AngularJS
4 3 (4.23%) jQuery
4 3 (4.23%) Twitter Bootstrap
5 2 (2.82%) Ajax
5 2 (2.82%) CSS3
5 2 (2.82%) HTML5
5 2 (2.82%) JSON
5 2 (2.82%) KnockoutJS
6 1 (1.41%) .NET Core
6 1 (1.41%) Hibernate
6 1 (1.41%) Kafka
6 1 (1.41%) Node.js
6 1 (1.41%) SignalR
6 1 (1.41%) Spring
6 1 (1.41%) WinForms
Miscellaneous
1 10 (14.08%) Management Information System
2 9 (12.68%) Analytical Skills
2 9 (12.68%) Self-Motivation
3 5 (7.04%) Algorithms
4 4 (5.63%) PMI
5 3 (4.23%) Computer Science
5 3 (4.23%) Social Media
5 3 (4.23%) User Experience
6 2 (2.82%) Data Structures
6 2 (2.82%) Graphic Design
7 1 (1.41%) Analytical Mindset
7 1 (1.41%) CMDB
7 1 (1.41%) Mainframe
7 1 (1.41%) Mobile App
7 1 (1.41%) Smart Meter
7 1 (1.41%) Taxonomies
Operating Systems
1 4 (5.63%) Unix
2 1 (1.41%) Android
2 1 (1.41%) Apple iOS
2 1 (1.41%) Windows
Processes & Methodologies
1 27 (38.03%) Business Intelligence
1 27 (38.03%) Project Management
2 20 (28.17%) Agile Software Development
2 20 (28.17%) Data Analytics
3 17 (23.94%) Mathematics
4 13 (18.31%) Visualisation
5 11 (15.49%) Data Analysis
5 11 (15.49%) Matrix Organization
6 10 (14.08%) Data Science
6 10 (14.08%) Line Management
6 10 (14.08%) Problem-Solving
6 10 (14.08%) Wealth Management
7 9 (12.68%) Collaborative Working
7 9 (12.68%) ETL
7 9 (12.68%) Risk Management
7 9 (12.68%) Stakeholder Management
8 8 (11.27%) Artificial Intelligence
8 8 (11.27%) Data Modelling
9 7 (9.86%) Data Governance
10 6 (8.45%) Change Management
Programming Languages
1 24 (33.80%) SQL
2 13 (18.31%) Python
3 9 (12.68%) T-SQL
4 7 (9.86%) Perl
4 7 (9.86%) R
5 6 (8.45%) JavaScript
6 5 (7.04%) Data Analysis Expressions (DAX)
6 5 (7.04%) Java
7 4 (5.63%) C#
8 3 (4.23%) Scala
9 2 (2.82%) Shell Script
9 2 (2.82%) VBA
10 1 (1.41%) PL/SQL
10 1 (1.41%) VB
10 1 (1.41%) VB.NET
10 1 (1.41%) VB6
Qualifications
1 10 (14.08%) Degree
2 5 (7.04%) CISM
2 5 (7.04%) CISSP
3 4 (5.63%) PhD
3 4 (5.63%) PMI Certification
4 3 (4.23%) CSSLP
5 2 (2.82%) CISA
6 1 (1.41%) CIPFA
6 1 (1.41%) Computer Science Degree
6 1 (1.41%) ITIL Certification
6 1 (1.41%) Microsoft Certification
Quality Assurance & Compliance
1 5 (7.04%) ISO/IEC 27001
2 4 (5.63%) QA
3 3 (4.23%) Data Quality
4 1 (1.41%) PMO
4 1 (1.41%) SLA
System Software
1 3 (4.23%) KVM
1 3 (4.23%) QEMU
2 1 (1.41%) Docker
2 1 (1.41%) vCloud
2 1 (1.41%) VMware Infrastructure
Systems Management
1 2 (2.82%) Ansible
1 2 (2.82%) Mesos
1 2 (2.82%) Opscode Chef
1 2 (2.82%) Puppet
2 1 (1.41%) Docker Swarm
Vendors
1 10 (14.08%) Microsoft
2 9 (12.68%) Google
3 6 (8.45%) Oracle
4 5 (7.04%) Tableau
5 2 (2.82%) Adobe
5 2 (2.82%) Cognos
5 2 (2.82%) Sitecore
5 2 (2.82%) Teradata
6 1 (1.41%) Cloudera
6 1 (1.41%) Hyperion
6 1 (1.41%) IBM
6 1 (1.41%) Informatica
6 1 (1.41%) SAP
6 1 (1.41%) ServiceNow
6 1 (1.41%) Talend
6 1 (1.41%) VMware
6 1 (1.41%) Xamarin