Period
to 16 July 2018

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 16 July 2018 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
16 Jul 2018
Same period 2017 Same period 2016
Rank 45 70 51
Rank change year-on-year +25 -19 +13
Contract jobs citing Analytics 36 15 40
As % of all contract IT jobs advertised in Cambridgeshire 3.35% 1.28% 3.19%
As % of the Processes & Methodologies category 3.93% 1.56% 3.87%
Number of daily rates quoted 18 10 24
Cambridgeshire median daily rate £450 £416 £406
Median daily rate % change year-on-year +8.11% +2.46% +25.00%
10th Percentile £409 £298 £328
90th Percentile £608 £678 £600
East of England median daily rate £450 £425 £400
% change year-on-year +5.88% +6.25% -
Number of hourly rates quoted 0 0 0
Cambridgeshire median hourly rate - - -
East of England median hourly rate £17.00 £40.00 £25.00
% change year-on-year -57.50% +60.00% -24.24%

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 916 964 1,033
As % of all contract IT jobs advertised in Cambridgeshire 85.29% 82.04% 82.31%
Number of daily rates quoted 449 490 608
Cambridgeshire median daily rate £425 £375 £413
Median daily rate % change year-on-year +13.33% -9.09% +15.38%
10th Percentile £263 £200 £263
90th Percentile £578 £525 £538
East of England median daily rate £435 £425 £413
% change year-on-year +2.35% +3.03% +6.45%
Number of hourly rates quoted 93 120 66
Cambridgeshire median hourly rate £17.50 £27.50 £37.00
Median hourly rate % change year-on-year -36.36% -25.68% +100.00%
10th Percentile £11.40 £12.48 £9.50
90th Percentile £47.50 £47.50 £48.75
East of England median hourly rate £17.50 £31.00 £22.50
% change year-on-year -43.55% +37.78% -

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 16 July 2018.

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 16 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge +15 24 £450 +5.88% 14
Peterborough -7 1 £375 -17.58% 6
Analytics
East of England

For the 6 months to 16 July 2018, 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 15 (41.67%) Amazon AWS
2 12 (33.33%) Pharmaceutical
3 11 (30.56%) Agile Software Development
3 11 (30.56%) Computer Science
4 8 (22.22%) NoSQL
4 8 (22.22%) Big Data
4 8 (22.22%) Kafka
5 7 (19.44%) SQL
5 7 (19.44%) ETL
5 7 (19.44%) Node.js
5 7 (19.44%) Docker
5 7 (19.44%) Microservices
6 6 (16.67%) Cybersecurity
6 6 (16.67%) .NET Core
6 6 (16.67%) MongoDB
6 6 (16.67%) BDD
6 6 (16.67%) Google
6 6 (16.67%) Marketing
6 6 (16.67%) PaaS
6 6 (16.67%) Google Analytics
6 6 (16.67%) E-Commerce
6 6 (16.67%) Business Intelligence
6 6 (16.67%) .NET
6 6 (16.67%) C#
6 6 (16.67%) OO
6 6 (16.67%) TDD
6 6 (16.67%) Data Management
6 6 (16.67%) Advertising
7 5 (13.89%) Project Management
7 5 (13.89%) Python

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 (11.11%) Apache Spark
2 2 (5.56%) Apache
2 2 (5.56%) Apache Solr
2 2 (5.56%) SAS
3 1 (2.78%) Cloud Foundry
Cloud Services
1 15 (41.67%) Amazon AWS
2 6 (16.67%) Google Analytics
2 6 (16.67%) PaaS
3 4 (11.11%) SaaS
4 3 (8.33%) Amazon EMR
5 2 (5.56%) Amazon S3
6 1 (2.78%) Amazon SQS
Database & Business Intelligence
1 8 (22.22%) Big Data
1 8 (22.22%) NoSQL
2 6 (16.67%) MongoDB
3 5 (13.89%) Apache Hive
3 5 (13.89%) Data Warehouse
3 5 (13.89%) Hadoop
3 5 (13.89%) Relational Database
4 4 (11.11%) OLAP
5 3 (8.33%) Amazon Aurora
5 3 (8.33%) Amazon Redshift
5 3 (8.33%) Data Lake
5 3 (8.33%) MySQL
5 3 (8.33%) PostgreSQL
5 3 (8.33%) RDBMS
5 3 (8.33%) Snowflake Schema
6 2 (5.56%) Apache Cassandra
6 2 (5.56%) HBase
6 2 (5.56%) Impala
7 1 (2.78%) OLTP
7 1 (2.78%) Redis
Development Applications
1 1 (2.78%) GitLab
General
1 12 (33.33%) Pharmaceutical
2 6 (16.67%) Advertising
2 6 (16.67%) Marketing
3 4 (11.11%) Law
4 2 (5.56%) Finance
4 2 (5.56%) Manufacturing
4 2 (5.56%) Publishing
5 1 (2.78%) Telecoms
Job Titles
1 8 (22.22%) Analyst
2 7 (19.44%) Business Analyst
3 6 (16.67%) Architect
3 6 (16.67%) Digital Architect
3 6 (16.67%) Digital Solutions Architect
3 6 (16.67%) E-Commerce Architect
3 6 (16.67%) E-Commerce Solution Architect
3 6 (16.67%) Project Manager
3 6 (16.67%) Solutions Architect
4 5 (13.89%) Data Engineer
5 4 (11.11%) Developer
5 4 (11.11%) HR Analyst
5 4 (11.11%) HR Business Analyst
6 3 (8.33%) Data Scientist
6 3 (8.33%) MicroStrategy Developer
6 3 (8.33%) Senior Data Engineer
7 2 (5.56%) AWS Engineer
7 2 (5.56%) Data Analytics Engineer
7 2 (5.56%) Senior MicroStrategy Developer
7 2 (5.56%) Workstream Lead
Libraries, Frameworks & Software Standards
1 8 (22.22%) Kafka
2 7 (19.44%) Node.js
3 6 (16.67%) .NET
3 6 (16.67%) .NET Core
4 2 (5.56%) Akka
4 2 (5.56%) TensorFlow
4 2 (5.56%) Web Services
4 2 (5.56%) WS-I
5 1 (2.78%) Apache Camel
5 1 (2.78%) RabbitMQ
5 1 (2.78%) REST
5 1 (2.78%) RESTful
5 1 (2.78%) SOAP
Miscellaneous
1 11 (30.56%) Computer Science
2 4 (11.11%) Analytical Skills
2 4 (11.11%) Client/Server
2 4 (11.11%) Life Science
3 3 (8.33%) User Experience
4 2 (5.56%) Algorithms
4 2 (5.56%) Management Information System
4 2 (5.56%) Mobile App
5 1 (2.78%) Data Centre
5 1 (2.78%) Data Structures
5 1 (2.78%) Enterprise Cloud
5 1 (2.78%) Enterprise Software
5 1 (2.78%) Greenfield Project
Operating Systems
1 5 (13.89%) Linux
2 2 (5.56%) Unix
Processes & Methodologies
1 11 (30.56%) Agile Software Development
2 7 (19.44%) ETL
2 7 (19.44%) Microservices
3 6 (16.67%) BDD
3 6 (16.67%) Business Intelligence
3 6 (16.67%) Cybersecurity
3 6 (16.67%) Data Management
3 6 (16.67%) E-Commerce
3 6 (16.67%) OO
3 6 (16.67%) TDD
4 5 (13.89%) Business Analysis
4 5 (13.89%) Problem-Solving
4 5 (13.89%) Project Management
4 5 (13.89%) Visualisation
5 4 (11.11%) Data Science
5 4 (11.11%) Knowledge Management
5 4 (11.11%) Machine Learning
5 4 (11.11%) Matrix Organization
5 4 (11.11%) Statistical Modelling
5 4 (11.11%) Statistics
Programming Languages
1 7 (19.44%) SQL
2 6 (16.67%) C#
3 5 (13.89%) Java
3 5 (13.89%) Python
4 3 (8.33%) R
5 2 (5.56%) Perl
5 2 (5.56%) Scala
6 1 (2.78%) C
6 1 (2.78%) C++
6 1 (2.78%) ES6
6 1 (2.78%) Fortran
Qualifications
1 5 (13.89%) Degree
2 4 (11.11%) PhD
3 2 (5.56%) Computer Science Degree
4 1 (2.78%) Master's Degree
4 1 (2.78%) PMI Certification
4 1 (2.78%) PMP
Quality Assurance & Compliance
1 1 (2.78%) PMO
1 1 (2.78%) QA
System Software
1 7 (19.44%) Docker
2 2 (5.56%) Apache Flume
Systems Management
1 2 (5.56%) Terraform
2 1 (2.78%) Kubernetes
Vendors
1 6 (16.67%) Google
2 5 (13.89%) MicroStrategy
3 4 (11.11%) Workday
4 2 (5.56%) Cloudera
4 2 (5.56%) Hortonworks
4 2 (5.56%) MapR
5 1 (2.78%) Talend