Period
to 27 January 2020

The following table provides summary statistics for permanent job vacancies advertised in Cambridge 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 27 January 2020 with a comparison to the same period in the previous 2 years.

Analytics
Cambridgeshire > Cambridge
6 months to
27 Jan 2020
Same period 2019 Same period 2018
Rank 67 51 86
Rank change year-on-year -16 +35 -25
Permanent jobs citing Analytics 45 106 108
As % of all permanent IT jobs advertised in Cambridge 3.46% 5.12% 3.42%
As % of the Processes & Methodologies category 3.62% 5.43% 3.59%
Number of salaries quoted 24 74 81
Cambridge median annual salary £40,000 £55,000 £52,500
Median salary % change year-on-year -27.27% +4.76% -
10th Percentile £32,500 £35,680 £35,000
90th Percentile £74,000 £101,250 £70,000
Cambridgeshire median annual salary £37,500 £47,500 £52,500
% change year-on-year -21.05% -9.52% -

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 Cambridge with a requirement for process or methodology skills.

All Process and Methodology Skills
Cambridge
Permanent vacancies with a requirement for process or methodology skills 1,244 1,952 3,009
As % of all permanent IT jobs advertised in Cambridge 95.77% 94.30% 95.22%
Number of salaries quoted 715 1,448 2,212
Cambridge median annual salary £50,000 £50,000 £50,000
10th Percentile £29,739 £31,250 £30,000
90th Percentile £72,500 £72,500 £71,225
Cambridgeshire median annual salary £47,500 £47,500 £50,000
% change year-on-year - -5.00% +11.11%

Analytics
Job Vacancy Trend in Cambridge

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

Job vacancy trend for Analytics in Cambridge

Analytics
Salary Trend in Cambridge

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

Salary trend for Analytics in Cambridge

Analytics
Salary Histogram in Cambridge

The salary distribution of IT jobs citing Analytics in Cambridge over the 6 months to 27 January 2020.

Salary histogram for Analytics in Cambridge

For the 6 months to 27 January 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 Cambridge region with a requirement for Analytics.

1 22 (48.89%) SQL
2 16 (35.56%) Agile Software Development
2 16 (35.56%) User Experience
2 16 (35.56%) Problem-Solving
3 15 (33.33%) Analytical Skills
3 15 (33.33%) Degree
3 15 (33.33%) Linux
4 14 (31.11%) Python
4 14 (31.11%) Data Analytics
5 12 (26.67%) Microsoft
5 12 (26.67%) Finance
6 11 (24.44%) Microsoft Excel
6 11 (24.44%) VB
6 11 (24.44%) .NET
6 11 (24.44%) SQL Server
6 11 (24.44%) Time Management
6 11 (24.44%) Server Management
7 10 (22.22%) Unix
7 10 (22.22%) Computer Science
8 9 (20.00%) MySQL
8 9 (20.00%) VBA
8 9 (20.00%) MS Access
8 9 (20.00%) PHP
8 9 (20.00%) Data Science
8 9 (20.00%) DevOps
8 9 (20.00%) Performance Metrics
8 9 (20.00%) Development Roadmap
9 8 (17.78%) Visualisation
9 8 (17.78%) Smartphone
10 7 (15.56%) Software Engineering

Analytics
Co-occurring IT Skills in Cambridge 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 (11.11%) OpenStack
2 3 (6.67%) SharePoint
3 1 (2.22%) Apache Spark
Applications
1 11 (24.44%) Microsoft Excel
2 5 (11.11%) OmniGraffle
Business Applications
1 1 (2.22%) Dynamics CRM
1 1 (2.22%) NetSuite
Cloud Services
1 5 (11.11%) Trello
2 4 (8.89%) Azure
2 4 (8.89%) Power Platform
3 2 (4.44%) Dynamics 365
3 2 (4.44%) SaaS
4 1 (2.22%) AWS
4 1 (2.22%) Google Analytics
4 1 (2.22%) Microsoft Flow
4 1 (2.22%) PowerApps
4 1 (2.22%) Serverless
Communications & Networking
1 5 (11.11%) DAB
2 1 (2.22%) 802.11
2 1 (2.22%) BGP
2 1 (2.22%) Bluetooth
2 1 (2.22%) Firewall
2 1 (2.22%) LAN
2 1 (2.22%) MQTT
2 1 (2.22%) OSPF
2 1 (2.22%) TCP/IP
2 1 (2.22%) VPN
2 1 (2.22%) VRRP
2 1 (2.22%) WAN
2 1 (2.22%) Wireless
Database & Business Intelligence
1 11 (24.44%) SQL Server
2 9 (20.00%) MS Access
2 9 (20.00%) MySQL
3 6 (13.33%) Relational Database
4 5 (11.11%) NoSQL
5 4 (8.89%) Big Data
5 4 (8.89%) Power BI
6 3 (6.67%) MongoDB
7 2 (4.44%) Hadoop
8 1 (2.22%) Apache Cassandra
8 1 (2.22%) HBase
8 1 (2.22%) RDBMS
8 1 (2.22%) Sqoop
Development Applications
1 6 (13.33%) Git (software)
2 5 (11.11%) Axure RP
2 5 (11.11%) Balsamiq
2 5 (11.11%) GitLab
2 5 (11.11%) JIRA
2 5 (11.11%) Maven
2 5 (11.11%) YouTrack
3 1 (2.22%) Selenium
3 1 (2.22%) Visual Studio Team System
General
1 12 (26.67%) Finance
2 6 (13.33%) Financial Institution
2 6 (13.33%) Games
3 5 (11.11%) Retail
4 2 (4.44%) Manufacturing
5 1 (2.22%) Banking
5 1 (2.22%) Law
5 1 (2.22%) Pharmaceutical
Job Titles
1 19 (42.22%) Developer
2 7 (15.56%) Access Developer
3 6 (13.33%) Analyst
4 5 (11.11%) Build Engineer
4 5 (11.11%) Database Developer
4 5 (11.11%) Designer
4 5 (11.11%) Digital Designer
4 5 (11.11%) Digital UX Designer
4 5 (11.11%) Principal Developer
4 5 (11.11%) Principal Software Developer
4 5 (11.11%) Senior Build Engineer
4 5 (11.11%) Senior Developer
4 5 (11.11%) Senior Software Developer
4 5 (11.11%) Software Developer
4 5 (11.11%) UI Designer
4 5 (11.11%) UI/UX Designer
4 5 (11.11%) UX Designer
5 4 (8.89%) Access VBA Developer
5 4 (8.89%) Business Analyst
5 4 (8.89%) VBA Developer
Libraries, Frameworks & Software Standards
1 11 (24.44%) .NET
2 5 (11.11%) RESTful
3 4 (8.89%) React
3 4 (8.89%) Web Services
4 3 (6.67%) AngularJS
4 3 (6.67%) CSS
4 3 (6.67%) HTML
4 3 (6.67%) Natural Language Processing
4 3 (6.67%) Node.js
5 2 (4.44%) .NET Framework
5 2 (4.44%) Django
5 2 (4.44%) Express
6 1 (2.22%) CSS3
6 1 (2.22%) HTML5
6 1 (2.22%) HTML5 Canvas
6 1 (2.22%) jQuery
6 1 (2.22%) Kafka
6 1 (2.22%) REST
6 1 (2.22%) Spring
6 1 (2.22%) Twitter Bootstrap
Miscellaneous
1 16 (35.56%) User Experience
2 15 (33.33%) Analytical Skills
3 8 (17.78%) Smartphone
4 6 (13.33%) Self-Motivation
5 5 (11.11%) Mobile App
6 2 (4.44%) Enterprise Software
7 1 (2.22%) Algorithms
7 1 (2.22%) Blog
7 1 (2.22%) Handset
7 1 (2.22%) Life Science
7 1 (2.22%) Management Information System
7 1 (2.22%) Mobile Computing
7 1 (2.22%) Public Cloud
7 1 (2.22%) W3C
7 1 (2.22%) Web 2.0
Operating Systems
1 15 (33.33%) Linux
2 10 (22.22%) Unix
3 1 (2.22%) Android
3 1 (2.22%) Embedded Linux
3 1 (2.22%) Windows
3 1 (2.22%) Windows Server
Processes & Methodologies
1 16 (35.56%) Agile Software Development
1 16 (35.56%) Problem-Solving
2 14 (31.11%) Data Analytics
3 11 (24.44%) Server Management
3 11 (24.44%) Time Management
4 10 (22.22%) Computer Science
5 9 (20.00%) Data Science
5 9 (20.00%) Development Roadmap
5 9 (20.00%) DevOps
5 9 (20.00%) Performance Metrics
6 8 (17.78%) Visualisation
7 7 (15.56%) Continuous Improvement
7 7 (15.56%) Machine Learning
7 7 (15.56%) OO
7 7 (15.56%) Software Engineering
7 7 (15.56%) Wireframes
8 6 (13.33%) Bioinformatics
8 6 (13.33%) Release Management
8 6 (13.33%) SDLC
9 5 (11.11%) Anomaly Detection
Programming Languages
1 22 (48.89%) SQL
2 14 (31.11%) Python
3 11 (24.44%) VB
4 9 (20.00%) PHP
4 9 (20.00%) VBA
5 6 (13.33%) Bash Shell
5 6 (13.33%) JavaScript
6 5 (11.11%) C
6 5 (11.11%) Java
7 4 (8.89%) C++
7 4 (8.89%) R
8 2 (4.44%) C#
8 2 (4.44%) MATLAB
Qualifications
1 15 (33.33%) Degree
2 5 (11.11%) Computer Science Degree
3 2 (4.44%) PhD
4 1 (2.22%) CCNA
4 1 (2.22%) CCNP
4 1 (2.22%) Cisco Certification
4 1 (2.22%) Postgraduate
Quality Assurance & Compliance
1 2 (4.44%) QA
2 1 (2.22%) Data Quality
2 1 (2.22%) WAI
System Software
1 2 (4.44%) Firmware
2 1 (2.22%) Active Directory
2 1 (2.22%) Apache Flume
2 1 (2.22%) Docker
2 1 (2.22%) Hyper-V
2 1 (2.22%) VMware Infrastructure
Systems Management
1 3 (6.67%) Kubernetes
2 1 (2.22%) Ansible
Vendors
1 12 (26.67%) Microsoft
2 5 (11.11%) WorldPay
3 2 (4.44%) Tableau
3 2 (4.44%) TOWER Software
4 1 (2.22%) Aruba
4 1 (2.22%) CheckPoint
4 1 (2.22%) Cisco
4 1 (2.22%) Citrix
4 1 (2.22%) Facebook
4 1 (2.22%) Google
4 1 (2.22%) Hortonworks
4 1 (2.22%) JD Edwards
4 1 (2.22%) Palo Alto
4 1 (2.22%) VMware
4 1 (2.22%) YouTube