Period
to 21 August 2018

The following table provides summary statistics for contract job vacancies advertised in Hertfordshire with a requirement for Artificial Intelligence skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Artificial Intelligence over the 6 months to 21 August 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.

Artificial Intelligence (AI)
East of England > Hertfordshire
6 months to
21 Aug 2018
Same period 2017 Same period 2016
Rank 98 94 88
Rank change year-on-year -4 -6 +23
Contract jobs citing Artificial Intelligence 3 1 1
As % of all contract IT jobs advertised in Hertfordshire 0.19% 0.077% 0.069%
As % of the Processes & Methodologies category 0.23% 0.095% 0.087%
Number of daily rates quoted 1 0 0
Hertfordshire median daily rate £450 - -
East of England median daily rate £438 £425 -
% change year-on-year +2.94% - -
Number of hourly rates quoted 0 0 0
Hertfordshire median hourly rate - - -
East of England median hourly rate - - -

Artificial Intelligence 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 Hertfordshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Hertfordshire
Contract vacancies with a requirement for process or methodology skills 1,316 1,053 1,143
As % of all contract IT jobs advertised in Hertfordshire 81.74% 80.88% 79.32%
Number of daily rates quoted 760 536 618
Hertfordshire median daily rate £413 £413 £400
Median daily rate % change year-on-year - +3.13% +3.23%
10th Percentile £205 £213 £220
90th Percentile £569 £588 £541
East of England median daily rate £438 £425 £400
% change year-on-year +2.94% +6.25% +3.23%
Number of hourly rates quoted 98 66 46
Hertfordshire median hourly rate £17.32 £16.82 £22.50
Median hourly rate % change year-on-year +2.97% -25.24% +21.62%
10th Percentile £10.97 £11.76 £9.63
90th Percentile £46.25 £44.38 £53.75
East of England median hourly rate £17.50 £26.00 £25.00
% change year-on-year -32.69% +4.00% +16.14%

Artificial Intelligence
Job Vacancy Trend in Hertfordshire

Job postings citing Artificial Intelligence as a percentage of all IT jobs advertised in Hertfordshire.

Job vacancy trend for Artificial Intelligence in Hertfordshire

Artificial Intelligence
Contract Job Locations in Hertfordshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Artificial Intelligence within the Hertfordshire region over the 6 months to 21 August 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
Watford - 1 - -
Hatfield - 1 £450 - 3
Artificial Intelligence
East of England

For the 6 months to 21 August 2018, IT contractor jobs citing Artificial Intelligence 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 Hertfordshire region with a requirement for Artificial Intelligence.

1 2 (66.67%) Java
1 2 (66.67%) Machine Learning
1 2 (66.67%) Problem-Solving
2 1 (33.33%) Recommender Systems
2 1 (33.33%) Support Vector Machines
2 1 (33.33%) Big Data
2 1 (33.33%) Business Transformation
2 1 (33.33%) Express
2 1 (33.33%) Analytics
2 1 (33.33%) Apache Pig
2 1 (33.33%) Analytical Skills
2 1 (33.33%) Apache Spark
2 1 (33.33%) Linear Algebra
2 1 (33.33%) Linear Regression
2 1 (33.33%) React
2 1 (33.33%) TensorFlow
2 1 (33.33%) Theano
2 1 (33.33%) Material Design
2 1 (33.33%) MXNet
2 1 (33.33%) Deeplearning4j
2 1 (33.33%) Active Listening
2 1 (33.33%) Socket.IO
2 1 (33.33%) Data Science
2 1 (33.33%) JavaScript
2 1 (33.33%) PHP
2 1 (33.33%) Python
2 1 (33.33%) E-Commerce
2 1 (33.33%) Advertising
2 1 (33.33%) Stakeholder Management
2 1 (33.33%) Retail

Artificial Intelligence
Co-occurring IT Skills in Hertfordshire 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 1 (33.33%) Apache Pig
1 1 (33.33%) Apache Spark
Database & Business Intelligence
1 1 (33.33%) Apache Hive
1 1 (33.33%) Big Data
1 1 (33.33%) Hadoop
1 1 (33.33%) MongoDB
Development Applications
1 1 (33.33%) Git (software)
General
1 1 (33.33%) Advertising
1 1 (33.33%) Retail
Job Titles
1 1 (33.33%) Analyst
1 1 (33.33%) Business Analyst
1 1 (33.33%) Data Scientist
1 1 (33.33%) Developer
1 1 (33.33%) Digital Analyst
1 1 (33.33%) Digital Business Analyst
1 1 (33.33%) Full Stack Developer
1 1 (33.33%) JavaScript Developer
Libraries, Frameworks & Software Standards
1 1 (33.33%) Deeplearning4j
1 1 (33.33%) Express
1 1 (33.33%) jQuery
1 1 (33.33%) Material Design
1 1 (33.33%) MXNet
1 1 (33.33%) Natural Language Processing
1 1 (33.33%) Node.js
1 1 (33.33%) React
1 1 (33.33%) RESTful
1 1 (33.33%) Socket.IO
1 1 (33.33%) TensorFlow
1 1 (33.33%) Theano
Miscellaneous
1 1 (33.33%) Analytical Skills
Processes & Methodologies
1 2 (66.67%) Machine Learning
1 2 (66.67%) Problem-Solving
2 1 (33.33%) Active Listening
2 1 (33.33%) Analytics
2 1 (33.33%) Business Analysis
2 1 (33.33%) Business Transformation
2 1 (33.33%) Data Science
2 1 (33.33%) E-Commerce
2 1 (33.33%) Linear Algebra
2 1 (33.33%) Linear Regression
2 1 (33.33%) Logistic Regression
2 1 (33.33%) Logistics
2 1 (33.33%) Mathematics
2 1 (33.33%) Neural Network
2 1 (33.33%) Recommender Systems
2 1 (33.33%) Requirements Management
2 1 (33.33%) Stakeholder Management
2 1 (33.33%) Support Vector Machines
2 1 (33.33%) Visualisation
2 1 (33.33%) Web Development
Programming Languages
1 2 (66.67%) Java
2 1 (33.33%) JavaScript
2 1 (33.33%) PHP
2 1 (33.33%) Python
2 1 (33.33%) R
2 1 (33.33%) Scala
Quality Assurance & Compliance
1 1 (33.33%) Data Quality