Period
to 18 January 2020

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 18 January 2020 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
18 Jan 2020
Same period 2019 Same period 2018
Rank 28 50 59
Rank change year-on-year +22 +9 -8
Contract jobs citing Analytics 60 36 37
As % of all contract IT jobs advertised in Cambridgeshire 5.70% 3.38% 2.83%
As % of the Processes & Methodologies category 6.58% 3.91% 3.25%
Number of daily rates quoted 26 19 3
Cambridgeshire median daily rate £538 £550 £288
Median daily rate % change year-on-year -2.27% +91.30% -46.51%
10th Percentile £388 £350 £281
90th Percentile £625 £626 £489
East of England median daily rate £488 £450 £475
% change year-on-year +8.33% -5.26% +35.71%
Number of hourly rates quoted 0 0 2
Cambridgeshire median hourly rate - - £28.60
East of England median hourly rate £17.25 £22.50 £22.70
% change year-on-year -23.33% -0.88% +13.50%

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 912 920 1,140
As % of all contract IT jobs advertised in Cambridgeshire 86.61% 86.47% 87.16%
Number of daily rates quoted 513 500 569
Cambridgeshire median daily rate £435 £425 £388
Median daily rate % change year-on-year +2.35% +9.68% +3.33%
10th Percentile £250 £263 £255
90th Percentile £625 £588 £558
East of England median daily rate £425 £449 £425
% change year-on-year -5.29% +5.59% +6.25%
Number of hourly rates quoted 122 71 102
Cambridgeshire median hourly rate £18.00 £32.50 £40.00
Median hourly rate % change year-on-year -44.62% -18.75% +17.65%
10th Percentile £13.00 £11.25 £11.85
90th Percentile £50.00 £52.50 £51.10
East of England median hourly rate £18.00 £19.25 £31.03
% change year-on-year -6.49% -37.96% -4.52%

Analytics
Job Vacancy Trend in Cambridgeshire

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

Job vacancy trend for Analytics in Cambridgeshire

Analytics
Contractor Daily Rate Trend in Cambridgeshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Analytics in Cambridgeshire.

Contractor daily rate trend for Analytics in Cambridgeshire

Analytics
Contractor Daily Rate Histogram in Cambridgeshire

The daily rate distribution of IT jobs citing Analytics in Cambridgeshire over the 6 months to 18 January 2020.

Contractor daily rate histogram for Analytics in Cambridgeshire

Analytics
Contractor Hourly Rate Trend in Cambridgeshire

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Analytics in Cambridgeshire.

Contractor 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 18 January 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge +23 48 £550 -4.35% 23
Peterborough - 2 £400 - 2
Analytics
East of England

For the 6 months to 18 January 2020, 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 22 (36.67%) AWS
2 19 (31.67%) Agile Software Development
2 19 (31.67%) Data Science
3 16 (26.67%) Git (software)
4 15 (25.00%) Degree
4 15 (25.00%) Data Modelling
4 15 (25.00%) Business Intelligence
5 14 (23.33%) Business Analysis
6 13 (21.67%) Amazon S3
6 13 (21.67%) Data Warehouse
6 13 (21.67%) Jenkins
6 13 (21.67%) DevOps
7 12 (20.00%) Machine Learning
7 12 (20.00%) Python
7 12 (20.00%) ETL
7 12 (20.00%) Stakeholder Management
7 12 (20.00%) Scrum
7 12 (20.00%) Hadoop
8 11 (18.33%) Continuous Integration
8 11 (18.33%) SQL
8 11 (18.33%) Amazon Redshift
9 10 (16.67%) Sonatype Nexus
9 10 (16.67%) SAP
9 10 (16.67%) Project Management
9 10 (16.67%) PostgreSQL
9 10 (16.67%) Finance
9 10 (16.67%) Data Analytics
10 9 (15.00%) High Availability
10 9 (15.00%) Amazon SQS
10 9 (15.00%) Test Automation

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 8 (13.33%) Apache Spark
2 4 (6.67%) Jupyter
3 1 (1.67%) SharePoint
Business Applications
1 2 (3.33%) SAP CO
1 2 (3.33%) SAP FI
1 2 (3.33%) SAP FI/CO
Cloud Services
1 22 (36.67%) AWS
2 13 (21.67%) Amazon S3
3 9 (15.00%) Amazon SQS
4 7 (11.67%) AWS Lambda
4 7 (11.67%) Serverless
5 5 (8.33%) Amazon EC2
5 5 (8.33%) AWS Step Functions
6 4 (6.67%) Amazon EMR
6 4 (6.67%) Amazon SageMaker
7 2 (3.33%) Power Platform
8 1 (1.67%) Amazon ECS
8 1 (1.67%) Azure
Database & Business Intelligence
1 13 (21.67%) Data Warehouse
2 12 (20.00%) Hadoop
3 11 (18.33%) Amazon Redshift
4 10 (16.67%) PostgreSQL
5 7 (11.67%) Data Lake
5 7 (11.67%) NoSQL
5 7 (11.67%) SAP HANA
5 7 (11.67%) Snowflake Schema
6 5 (8.33%) Big Data
6 5 (8.33%) BusinessObjects
6 5 (8.33%) Oracle BI EE
6 5 (8.33%) Relational Database
6 5 (8.33%) SAP Data Services
6 5 (8.33%) Star Schema
7 4 (6.67%) Amazon Athena
7 4 (6.67%) Amazon Aurora
7 4 (6.67%) Amazon RDS
7 4 (6.67%) Apache Hive
7 4 (6.67%) MySQL
8 3 (5.00%) Electronic Patient Records
Development Applications
1 16 (26.67%) Git (software)
2 13 (21.67%) Jenkins
3 10 (16.67%) Sonatype Nexus
4 2 (3.33%) JIRA
5 1 (1.67%) CircleCI
5 1 (1.67%) GitLab
5 1 (1.67%) GoCD
General
1 10 (16.67%) Finance
2 9 (15.00%) Pharmaceutical
3 3 (5.00%) Law
4 1 (1.67%) Automotive
4 1 (1.67%) Legal
4 1 (1.67%) Manufacturing
4 1 (1.67%) Retail
Job Titles
1 13 (21.67%) Data Engineer
2 10 (16.67%) Project Manager
3 9 (15.00%) Developer
4 6 (10.00%) Data Analytics Engineer
4 6 (10.00%) Data Manager
5 5 (8.33%) Analyst
5 5 (8.33%) Architect
5 5 (8.33%) Automation Engineer
5 5 (8.33%) Data Architect
5 5 (8.33%) Data Scientist
5 5 (8.33%) DevOps Engineer
6 4 (6.67%) Business Analyst
6 4 (6.67%) Machine Learning Engineer
6 4 (6.67%) Senior Data Engineer
7 3 (5.00%) Consultant
7 3 (5.00%) Data Consultant
7 3 (5.00%) Data Science Manager
7 3 (5.00%) Machine Learning Scientist
7 3 (5.00%) SAP Architect
7 3 (5.00%) SAP HANA Architect
Libraries, Frameworks & Software Standards
1 4 (6.67%) Flask
1 4 (6.67%) Pandas
2 2 (3.33%) CSS
2 2 (3.33%) CSS3
2 2 (3.33%) HTML
2 2 (3.33%) HTML5
2 2 (3.33%) Vue.js
3 1 (1.67%) AngularJS
3 1 (1.67%) Apache Cordova
3 1 (1.67%) Django
3 1 (1.67%) GraphQL
3 1 (1.67%) Ionic Framework
3 1 (1.67%) Lambda Expressions
3 1 (1.67%) Next.js
3 1 (1.67%) React
3 1 (1.67%) REST
3 1 (1.67%) RESTful
3 1 (1.67%) Sass
3 1 (1.67%) Vuex
3 1 (1.67%) Web Services
Miscellaneous
1 9 (15.00%) Analytical Skills
2 8 (13.33%) Algorithms
2 8 (13.33%) Data Structures
3 4 (6.67%) Management Information System
3 4 (6.67%) User Experience
4 3 (5.00%) Learning Management System
5 1 (1.67%) Analytical Mindset
5 1 (1.67%) e-Health
5 1 (1.67%) Greenfield Project
5 1 (1.67%) LIMS
5 1 (1.67%) Mobile App
5 1 (1.67%) Mobile Payment
5 1 (1.67%) NHS
5 1 (1.67%) PACS
5 1 (1.67%) Smartphone
Operating Systems
1 1 (1.67%) Android
Processes & Methodologies
1 19 (31.67%) Agile Software Development
1 19 (31.67%) Data Science
2 15 (25.00%) Business Intelligence
2 15 (25.00%) Data Modelling
3 14 (23.33%) Business Analysis
4 13 (21.67%) DevOps
5 12 (20.00%) ETL
5 12 (20.00%) Machine Learning
5 12 (20.00%) Scrum
5 12 (20.00%) Stakeholder Management
6 11 (18.33%) Continuous Integration
7 10 (16.67%) Data Analytics
7 10 (16.67%) Project Management
8 9 (15.00%) Data Analysis
8 9 (15.00%) High Availability
8 9 (15.00%) Test Automation
9 7 (11.67%) Artificial Intelligence
9 7 (11.67%) Logical Data Model
9 7 (11.67%) Requirements Management
9 7 (11.67%) Visualisation
Programming Languages
1 12 (20.00%) Python
2 11 (18.33%) SQL
3 7 (11.67%) Java
3 7 (11.67%) R
4 4 (6.67%) JavaScript
Qualifications
1 15 (25.00%) Degree
2 4 (6.67%) PhD
3 2 (3.33%) Computer Science Degree
4 1 (1.67%) ACCA
4 1 (1.67%) CIMA
4 1 (1.67%) Numerate Degree
Quality Assurance & Compliance
1 4 (6.67%) Data Quality
1 4 (6.67%) GxP
1 4 (6.67%) QA
1 4 (6.67%) Sarbanes-Oxley
2 1 (1.67%) HL7
2 1 (1.67%) PMO
2 1 (1.67%) SLA
System Software
1 7 (11.67%) Docker
Systems Management
1 4 (6.67%) Kubernetes
2 1 (1.67%) Ansible
2 1 (1.67%) Terraform
Vendors
1 10 (16.67%) SAP
2 7 (11.67%) MicroStrategy
3 5 (8.33%) Talend
4 4 (6.67%) Workday
5 3 (5.00%) Oracle
5 3 (5.00%) Tableau
6 2 (3.33%) DocuSign
7 1 (1.67%) Tagetik