Period
to

The following table provides summary statistics for contract job vacancies advertised in Cambridgeshire with a requirement for Analytics skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Analytics over the 6 months to 19 August 2022 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Analytics
East of England > Cambridgeshire
6 months to
19 Aug 2022
Same period 2021 Same period 2020
Rank 56 41 12
Rank change year-on-year -15 -29 +2
Contract jobs citing Analytics 16 19 37
As % of all contract jobs advertised in Cambridgeshire 2.06% 3.04% 10.08%
As % of the Processes & Methodologies category 2.35% 3.36% 11.14%
Number of daily rates quoted 14 15 27
10th Percentile £325 £289 £434
25th Percentile £393 £395 £497
Median daily rate (50th Percentile) £423 £500 £575
Median % change year-on-year -15.50% -13.04% +6.98%
75th Percentile £534 £538 £647
90th Percentile £555 £613 £875
East of England median daily rate £463 £366 £500
% change year-on-year +26.54% -26.90% -2.44%
Number of hourly rates quoted 0 3 0
Median hourly rate - £46.50 -
East of England median hourly rate £43.75 £28.50 -
% change year-on-year +53.51% - -

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

All Process and Methodology Skills
Cambridgeshire
Contract vacancies with a requirement for process or methodology skills 681 566 332
As % of all contract IT jobs advertised in Cambridgeshire 87.87% 90.71% 90.46%
Number of daily rates quoted 365 288 213
10th Percentile £230 £151 £246
25th Percentile £363 £269 £332
Median daily rate (50th Percentile) £475 £400 £450
Median % change year-on-year +18.75% -11.11% -
75th Percentile £575 £501 £550
90th Percentile £675 £591 £635
East of England median daily rate £485 £425 £444
% change year-on-year +14.12% -4.33% -1.28%
Number of hourly rates quoted 222 186 24
10th Percentile £13.25 - £13.08
25th Percentile £13.41 £12.25 £14.09
Median hourly rate £14.50 £13.50 £15.50
Median % change year-on-year +7.41% -12.90% -11.43%
75th Percentile £20.56 £16.00 £21.56
90th Percentile £34.43 £19.88 £47.50
East of England median hourly rate £20.50 £13.50 £22.25
% change year-on-year +51.85% -39.33% +30.88%

Analytics
Job Vacancy Trend in Cambridgeshire

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

Job vacancy trend for Analytics in Cambridgeshire

Analytics
Contractor Daily Rate Trend in Cambridgeshire

3-month moving average daily rate quoted in jobs citing Analytics in Cambridgeshire.

Daily rate trend for Analytics in Cambridgeshire

Analytics
Daily Rate Histogram in Cambridgeshire

Daily rate distribution for jobs citing Analytics in Cambridgeshire over the 6 months to 19 August 2022.

Daily rate histogram for Analytics in Cambridgeshire

Analytics
Contractor Hourly Rate Trend in Cambridgeshire

3-month moving average hourly rates quoted in jobs citing Analytics in Cambridgeshire.

Hourly rate trend for Analytics in Cambridgeshire

Analytics
Contract Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Analytics within the Cambridgeshire region over the 6 months to 19 August 2022. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
Cambridge -7 10 £440 +0.57% 16
Peterborough -10 4 £350 - 1
Analytics
East of England

For the 6 months to 19 August 2022, IT contractor 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 contract job ads across the Cambridgeshire region with a requirement for Analytics.

1 6 (37.50%) Python
1 6 (37.50%) AWS
2 5 (31.25%) Azure
2 5 (31.25%) Analytical Skills
3 4 (25.00%) Apache Spark
3 4 (25.00%) Data Engineering
3 4 (25.00%) Kubernetes
3 4 (25.00%) Data Analytics
3 4 (25.00%) JavaScript
3 4 (25.00%) SQL
3 4 (25.00%) Microsoft
3 4 (25.00%) Migration
3 4 (25.00%) Software Engineering
4 3 (18.75%) Validation
4 3 (18.75%) Data Management
4 3 (18.75%) Data Analysis
4 3 (18.75%) Neural Network
4 3 (18.75%) Statistics
4 3 (18.75%) Degree
4 3 (18.75%) Mathematics
4 3 (18.75%) Computer Science
4 3 (18.75%) Data Warehouse
4 3 (18.75%) ERP
4 3 (18.75%) Data Modelling
4 3 (18.75%) Linux
4 3 (18.75%) Java
4 3 (18.75%) Amazon EMR
4 3 (18.75%) Triplestore
4 3 (18.75%) TypeScript
4 3 (18.75%) Relational Database

Analytics
Co-occurring IT Skills in Cambridgeshire 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 (25.00%) Apache Spark
2 3 (18.75%) Jupyter
3 1 (6.25%) CMS
3 1 (6.25%) SharePoint
Applications
1 1 (6.25%) Microsoft Excel
Business Applications
1 2 (12.50%) Dynamics AX
2 1 (6.25%) assyst
Cloud Services
1 6 (37.50%) AWS
2 5 (31.25%) Azure
3 3 (18.75%) Amazon EMR
3 3 (18.75%) Amazon SageMaker
3 3 (18.75%) AWS Lambda
3 3 (18.75%) Serverless
3 3 (18.75%) Snowflake
4 2 (12.50%) Dynamics 365
4 2 (12.50%) GCP
4 2 (12.50%) Microsoft 365
4 2 (12.50%) Power Platform
Communications & Networking
1 2 (12.50%) Unified Communications
2 1 (6.25%) H.323
2 1 (6.25%) ISDN
2 1 (6.25%) LAN
2 1 (6.25%) MGCP
2 1 (6.25%) QSIG
2 1 (6.25%) SCCP
2 1 (6.25%) VoIP
2 1 (6.25%) WebEx
Database & Business Intelligence
1 3 (18.75%) Data Warehouse
1 3 (18.75%) NoSQL
1 3 (18.75%) Relational Database
1 3 (18.75%) Triplestore
2 2 (12.50%) Power BI
3 1 (6.25%) Apache Hive
3 1 (6.25%) Big Data
3 1 (6.25%) Hadoop
3 1 (6.25%) PostgreSQL
Development Applications
1 2 (12.50%) Git (software)
2 1 (6.25%) GitLab
2 1 (6.25%) JIRA
General
1 5 (31.25%) Analytical Skills
2 2 (12.50%) Finance
Job Titles
1 4 (25.00%) Software Engineer
2 3 (18.75%) Data Scientist
3 2 (12.50%) Analyst
3 2 (12.50%) Architect
4 1 (6.25%) Applications Support
4 1 (6.25%) Applications Support Analyst
4 1 (6.25%) Business Consultant
4 1 (6.25%) Consultant
4 1 (6.25%) Data Engineer
4 1 (6.25%) Financial Analyst
4 1 (6.25%) Installation Technician
4 1 (6.25%) IT Technician
4 1 (6.25%) Platform Architect
4 1 (6.25%) Platform Engineer
4 1 (6.25%) Senior Data Engineer
4 1 (6.25%) Service Analyst
4 1 (6.25%) Support Analyst
4 1 (6.25%) Technical Leader
4 1 (6.25%) Unified Communications Engineer
Libraries, Frameworks & Software Standards
1 3 (18.75%) Kafka
1 3 (18.75%) NLTK
1 3 (18.75%) NumPy
1 3 (18.75%) Pandas
1 3 (18.75%) React
1 3 (18.75%) SciPy
1 3 (18.75%) Shiny
1 3 (18.75%) TensorFlow
2 2 (12.50%) XMPP
3 1 (6.25%) CSS
3 1 (6.25%) Dask
3 1 (6.25%) Django
3 1 (6.25%) HTML
3 1 (6.25%) HTML5
3 1 (6.25%) REST
3 1 (6.25%) RESTful
Miscellaneous
1 2 (12.50%) Data Protection Act
1 2 (12.50%) User Experience
2 1 (6.25%) Handset
2 1 (6.25%) Legacy Systems
2 1 (6.25%) Life Science
Operating Systems
1 3 (18.75%) Linux
2 1 (6.25%) Windows
2 1 (6.25%) Windows Server
Processes & Methodologies
1 4 (25.00%) Data Analytics
1 4 (25.00%) Data Engineering
1 4 (25.00%) Migration
1 4 (25.00%) Software Engineering
2 3 (18.75%) Bayesian Methods
2 3 (18.75%) Data Analysis
2 3 (18.75%) Data Management
2 3 (18.75%) Data Munging
2 3 (18.75%) Data Science
2 3 (18.75%) Data Visualisation
2 3 (18.75%) Data-Driven Decision Making
2 3 (18.75%) Decision Tree
2 3 (18.75%) Exploratory Data Analysis
2 3 (18.75%) Machine Learning
2 3 (18.75%) Mathematics
2 3 (18.75%) Matrix Organization
2 3 (18.75%) Neural Network
2 3 (18.75%) Statistics
2 3 (18.75%) Validation
2 3 (18.75%) Visualisation
Programming Languages
1 6 (37.50%) Python
2 4 (25.00%) JavaScript
2 4 (25.00%) SQL
3 3 (18.75%) Java
3 3 (18.75%) R
3 3 (18.75%) Scala
3 3 (18.75%) TypeScript
4 1 (6.25%) Lua
4 1 (6.25%) PowerShell
Qualifications
1 3 (18.75%) Computer Science Degree
1 3 (18.75%) Degree
2 2 (12.50%) CCIE
2 2 (12.50%) CCIE Collaboration
2 2 (12.50%) CCNP
2 2 (12.50%) Cisco Certification
Quality Assurance & Compliance
1 2 (12.50%) SLA
System Software
1 3 (18.75%) Docker
2 1 (6.25%) VMware Infrastructure
Systems Management
1 4 (25.00%) Kubernetes
2 2 (12.50%) Ansible
2 2 (12.50%) Cisco CUCM
2 2 (12.50%) Cisco UCCX
2 2 (12.50%) Puppet
Vendors
1 4 (25.00%) Microsoft
2 2 (12.50%) Cisco
3 1 (6.25%) VMware