The following table provides summary statistics for contract job vacancies advertised in Cambridgeshire with a requirement for Machine Learning skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Machine Learning over the 3 months to 30 April 2017 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.

Machine Learning
East of England / Cambridgeshire
3 months to
30 Apr 2017
Same period 2016 Same period 2015
Rank 51 57 -
Rank change year-on-year +6 -  
Contract jobs citing Machine Learning 4 1 0
As % of all contract IT jobs advertised in Cambridgeshire 0.75% 0.16% -
As % of the Processes & Methodologies category 0.92% 0.21% -
Number of daily rates quoted 2 0 0
Median daily rate £463 - -
UK excluding London median daily rate £425 £650 £600
% change year-on-year -34.61% +8.33%  
Number of hourly rates quoted 0 1 0
Median hourly rate - £37.50 -
UK excluding London median hourly rate £42.50 £43.00 -
% change year-on-year -1.16% -  

Machine Learning is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Cambridgeshire with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Cambridgeshire
Contract job vacancies with a requirement for process and methodology skills 435 477 568
As % of all contract IT job vacancies advertised in Cambridgeshire 81.61% 77.44% 78.24%
Number of daily rates quoted 221 279 290
Median daily rate £375 £425 £350
Median daily rate % change year-on-year -11.76% +21.42%  
90% offered a daily rate of more than £225 £325 £250
10% offered a daily rate of more than £515 £525 £500
UK excluding London median daily rate £415 £400 £390
% change year-on-year +3.75% +2.56%  
Number of hourly rates quoted 60 35 51
Median hourly rate £33.50 £32.85 £30.00
Median hourly rate % change year-on-year +1.97% +9.50%  
90% offered a hourly rate of more than £13.00 £15.00 £12.00
10% offered a hourly rate of more than £47.50 £47.50 £42.50
UK excluding London median hourly rate £36.00 £36.00 £30.50
% change year-on-year - +18.03%  

Machine Learning
Job Vacancy Trend in Cambridgeshire

The job posting trend of jobs advertised in Cambridgeshire citing Machine Learning as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Machine Learning in Cambridgeshire

Machine Learning
Contractor Daily Rate Trend in Cambridgeshire

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

Contractor daily rate trend for Machine Learning in Cambridgeshire

Machine Learning
Contractor Hourly Rate Trend in Cambridgeshire

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

Contractor hourly rate trend for Machine Learning in Cambridgeshire

Machine Learning
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 Machine Learning within the Cambridgeshire region over the 3 months to 30 April 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge +7 4 £463 - 31
Machine Learning
East of England

For the 6 months to 30 April 2017, IT contractor jobs citing Machine Learning also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Cambridgeshire region with a requirement for Machine Learning.

1 10 (76.92%) Python
2 7 (53.85%) Data Mining
3 6 (46.15%) Business Intelligence
3 6 (46.15%) Statistical Analysis
3 6 (46.15%) Algorithms
4 5 (38.46%) R
4 5 (38.46%) Data Visualisation
4 5 (38.46%) Visualisation
4 5 (38.46%) Apache Hive
4 5 (38.46%) Statistics
4 5 (38.46%) Mathematics
4 5 (38.46%) Java
4 5 (38.46%) SQL
5 4 (30.77%) MATLAB
5 4 (30.77%) Software Engineering
5 4 (30.77%) NumPy
5 4 (30.77%) Computer Science
5 4 (30.77%) Linux
5 4 (30.77%) Kibana
5 4 (30.77%) Relational Database
5 4 (30.77%) scikit-learn
5 4 (30.77%) Power BI
6 3 (23.08%) Analytics
6 3 (23.08%) Apache Pig
6 3 (23.08%) D3.js
6 3 (23.08%) Signal Processing
6 3 (23.08%) Weka
6 3 (23.08%) Mahout
6 3 (23.08%) Embedded Systems
6 3 (23.08%) Physics

Machine Learning
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 (23.08%) Apache Pig
2 1 (7.69%) Apache Spark
2 1 (7.69%) CMS
2 1 (7.69%) OpenStack
2 1 (7.69%) SAS
Applications
1 3 (23.08%) Weka
Cloud Services
1 2 (15.38%) Amazon AWS
2 1 (7.69%) Microsoft Azure
Database & Business Intelligence
1 7 (53.85%) Data Mining
2 5 (38.46%) Apache Hive
3 4 (30.77%) Power BI
3 4 (30.77%) Relational Database
4 3 (23.08%) Mahout
5 1 (7.69%) Big Data
5 1 (7.69%) Hadoop
5 1 (7.69%) NoSQL
5 1 (7.69%) PostgreSQL
General
1 1 (7.69%) Finance
1 1 (7.69%) Games
Job Titles
1 6 (46.15%) Data Scientist
2 3 (23.08%) Audio Engineer
2 3 (23.08%) Audio Software Engineer
2 3 (23.08%) C Software Engineer
2 3 (23.08%) Embedded C Engineer
2 3 (23.08%) Embedded C Software Engineer
2 3 (23.08%) Embedded Engineer
2 3 (23.08%) Embedded Software Engineer
2 3 (23.08%) Machine Learning Engineer
2 3 (23.08%) Python Software Engineer
2 3 (23.08%) Software Engineer
3 1 (7.69%) AWS Engineer
3 1 (7.69%) Azure Developer
3 1 (7.69%) Big Data Engineer
3 1 (7.69%) Data Engineer
3 1 (7.69%) Developer
3 1 (7.69%) Hadoop Engineer
3 1 (7.69%) Senior Data Engineer
3 1 (7.69%) Senior Data Scientist
3 1 (7.69%) Senior Hadoop Engineer
Libraries, Frameworks & Software Standards
1 4 (30.77%) NumPy
1 4 (30.77%) scikit-learn
2 3 (23.08%) D3.js
3 2 (15.38%) CSS
3 2 (15.38%) Django
3 2 (15.38%) Flask
3 2 (15.38%) HTML
4 1 (7.69%) RESTful
Miscellaneous
1 6 (46.15%) Algorithms
2 4 (30.77%) Computer Science
3 3 (23.08%) Embedded Systems
4 1 (7.69%) Analytical Skills
4 1 (7.69%) Online Games
Operating Systems
1 4 (30.77%) Linux
2 3 (23.08%) Unix
Processes & Methodologies
1 6 (46.15%) Business Intelligence
1 6 (46.15%) Statistical Analysis
2 5 (38.46%) Data Visualisation
2 5 (38.46%) Mathematics
2 5 (38.46%) Statistics
2 5 (38.46%) Visualisation
3 4 (30.77%) Software Engineering
4 3 (23.08%) Analytics
4 3 (23.08%) Information Management
4 3 (23.08%) Physics
4 3 (23.08%) Signal Processing
5 2 (15.38%) Data Analytics
5 2 (15.38%) DevOps
6 1 (7.69%) Applied Mathematics
6 1 (7.69%) Artificial Intelligence
6 1 (7.69%) Content Management
6 1 (7.69%) MapReduce
6 1 (7.69%) Microservices
6 1 (7.69%) Predictive Analytics
6 1 (7.69%) Stakeholder Management
Programming Languages
1 10 (76.92%) Python
2 5 (38.46%) Java
2 5 (38.46%) R
2 5 (38.46%) SQL
3 4 (30.77%) MATLAB
4 3 (23.08%) Bash Shell
4 3 (23.08%) C
4 3 (23.08%) Embedded C
5 2 (15.38%) JavaScript
5 2 (15.38%) Scala
6 1 (7.69%) C#
Qualifications
1 2 (15.38%) Degree
Systems Management
1 4 (30.77%) Kibana
Vendors
1 1 (7.69%) Vertica
Cambridgeshire
The Bridge Ltd
Rate: Unspecified Neg
Posted: 6 days ago