Period
to 1 April 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 1 April 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
1 Apr 2020
Same period 2019 Same period 2018
Rank 33 29 45
Rank change year-on-year -4 +16 +4
Contract jobs citing Analytics 39 49 45
As % of all contract jobs advertised in Cambridgeshire 4.78% 4.94% 3.91%
As % of the Processes & Methodologies category 5.56% 5.87% 4.43%
Number of daily rates quoted 27 22 8
Median daily rate £550 £550 £431
Median daily rate % change year-on-year - +27.54% -19.77%
10th Percentile £408 £350 £281
90th Percentile £875 £625 £494
East of England median daily rate £475 £495 £450
% change year-on-year -4.04% +10.00% +12.50%
Number of hourly rates quoted 0 5 0
Median hourly rate - £9.80 -
East of England median hourly rate £20.04 £15.00 £44.50
% change year-on-year +33.57% -66.29% +41.49%

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 701 835 1,016
As % of all contract IT jobs advertised in Cambridgeshire 85.91% 84.26% 88.19%
Number of daily rates quoted 419 449 482
Median daily rate £463 £443 £400
Median daily rate % change year-on-year +4.52% +10.63% +5.26%
10th Percentile £264 £255 £255
90th Percentile £625 £625 £550
East of England median daily rate £430 £450 £425
% change year-on-year -4.44% +5.88% +6.25%
Number of hourly rates quoted 95 82 100
Median hourly rate £19.25 £17.50 £31.25
Median hourly rate % change year-on-year +10.00% -44.00% +0.81%
10th Percentile £13.20 £11.25 £11.77
90th Percentile £49.00 £49.88 £49.75
Median hourly rate £21.00 £19.50 £22.25
% change year-on-year +7.69% -12.36% -32.58%

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 1 April 2020.

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 1 April 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 +7 38 £550 - 23
Peterborough -5 1 £400 - 4
Analytics
East of England

For the 6 months to 1 April 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 17 (43.59%) Agile Software Development
2 16 (41.03%) Data Science
3 14 (35.90%) AWS
4 13 (33.33%) Data Warehouse
5 12 (30.77%) Artificial Intelligence
6 10 (25.64%) Data Modelling
7 9 (23.08%) ETL
7 9 (23.08%) SAP
8 8 (20.51%) Python
9 7 (17.95%) Snowflake Schema
9 7 (17.95%) Amazon S3
9 7 (17.95%) SAP HANA
9 7 (17.95%) Jenkins
9 7 (17.95%) DevOps
9 7 (17.95%) Analytical Skills
9 7 (17.95%) Logical Data Model
9 7 (17.95%) Physical Data Model
10 6 (15.38%) Visualisation
10 6 (15.38%) Git (software)
10 6 (15.38%) Test Automation
10 6 (15.38%) Business Intelligence
10 6 (15.38%) SQL
10 6 (15.38%) Business Analysis
11 5 (12.82%) Requirements Management
11 5 (12.82%) Continuous Integration
11 5 (12.82%) PostgreSQL
11 5 (12.82%) Finance
11 5 (12.82%) Project Management
11 5 (12.82%) PRINCE2
11 5 (12.82%) BusinessObjects

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 3 (7.69%) Apache Spark
Business Applications
1 2 (5.13%) SAP CO
1 2 (5.13%) SAP FI
1 2 (5.13%) SAP FI/CO
Cloud Services
1 14 (35.90%) AWS
2 7 (17.95%) Amazon S3
3 5 (12.82%) Amazon EC2
4 4 (10.26%) Amazon SageMaker
5 3 (7.69%) Amazon EMR
5 3 (7.69%) Amazon SQS
6 2 (5.13%) Azure
7 1 (2.56%) Amazon ECS
7 1 (2.56%) IaaS
7 1 (2.56%) iPaaS
7 1 (2.56%) PaaS
7 1 (2.56%) Power Platform
Database & Business Intelligence
1 13 (33.33%) Data Warehouse
2 7 (17.95%) SAP HANA
2 7 (17.95%) Snowflake Schema
3 5 (12.82%) Amazon Redshift
3 5 (12.82%) BusinessObjects
3 5 (12.82%) PostgreSQL
3 5 (12.82%) SAP Data Services
4 4 (10.26%) Amazon Athena
4 4 (10.26%) Amazon RDS
4 4 (10.26%) NoSQL
4 4 (10.26%) Oracle BI EE
5 3 (7.69%) Amazon Aurora
5 3 (7.69%) Apache Hive
5 3 (7.69%) Data Lake
5 3 (7.69%) Hadoop
5 3 (7.69%) MySQL
5 3 (7.69%) Relational Database
5 3 (7.69%) Star Schema
6 2 (5.13%) Electronic Patient Records
7 1 (2.56%) Power BI
Development Applications
1 7 (17.95%) Jenkins
2 6 (15.38%) Git (software)
3 4 (10.26%) Sonatype Nexus
4 1 (2.56%) CircleCI
4 1 (2.56%) GoCD
General
1 5 (12.82%) Finance
2 3 (7.69%) Legal
3 2 (5.13%) Law
3 2 (5.13%) Pharmaceutical
4 1 (2.56%) Retail
Job Titles
1 7 (17.95%) Data Engineer
2 6 (15.38%) Developer
2 6 (15.38%) DevOps Engineer
2 6 (15.38%) Project Manager
3 5 (12.82%) Architect
3 5 (12.82%) Automation Engineer
3 5 (12.82%) Data Architect
3 5 (12.82%) Data Science Manager
3 5 (12.82%) IT Manager
3 5 (12.82%) IT Project Manager
4 4 (10.26%) Data Analytics Engineer
4 4 (10.26%) Senior Data Engineer
5 3 (7.69%) Consultant
5 3 (7.69%) Data Consultant
5 3 (7.69%) SAP Architect
5 3 (7.69%) SAP HANA Architect
6 2 (5.13%) Analyst
6 2 (5.13%) Business Analyst
6 2 (5.13%) Data Modeller
6 2 (5.13%) Software Engineer
Libraries, Frameworks & Software Standards
1 2 (5.13%) Django
2 1 (2.56%) Lambda Expressions
2 1 (2.56%) Web Services
Miscellaneous
1 7 (17.95%) Analytical Skills
2 4 (10.26%) Data Structures
3 2 (5.13%) Management Information System
3 2 (5.13%) Reference Data
3 2 (5.13%) Taxonomies
3 2 (5.13%) User Experience
4 1 (2.56%) Analytical Mindset
Processes & Methodologies
1 17 (43.59%) Agile Software Development
2 16 (41.03%) Data Science
3 12 (30.77%) Artificial Intelligence
4 10 (25.64%) Data Modelling
5 9 (23.08%) ETL
6 7 (17.95%) DevOps
6 7 (17.95%) Logical Data Model
6 7 (17.95%) Physical Data Model
7 6 (15.38%) Business Analysis
7 6 (15.38%) Business Intelligence
7 6 (15.38%) Test Automation
7 6 (15.38%) Visualisation
8 5 (12.82%) Continuous Integration
8 5 (12.82%) Data Engineering
8 5 (12.82%) Data Governance
8 5 (12.82%) Machine Learning
8 5 (12.82%) PRINCE2
8 5 (12.82%) Project Management
8 5 (12.82%) Requirements Management
9 4 (10.26%) Continuous Delivery
Programming Languages
1 8 (20.51%) Python
2 6 (15.38%) SQL
3 1 (2.56%) PowerShell
Qualifications
1 1 (2.56%) Degree
Quality Assurance & Compliance
1 1 (2.56%) Data Quality
1 1 (2.56%) Disclosure Scotland
1 1 (2.56%) PMO
System Software
1 3 (7.69%) Docker
Systems Management
1 5 (12.82%) Kubernetes
2 1 (2.56%) Ansible
2 1 (2.56%) Terraform
Vendors
1 9 (23.08%) SAP
2 4 (10.26%) MicroStrategy
2 4 (10.26%) Tableau
3 3 (7.69%) Oracle
3 3 (7.69%) Talend
4 2 (5.13%) Workday