Period
to 9 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Central London with a requirement for Chatbot skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Chatbot over the 6 months to 9 December 2018 with a comparison to the same period in the previous 2 years.

Chatbots
London > Central London
6 months to
9 Dec 2018
Same period 2017 Same period 2016
Rank 375 383 386
Rank change year-on-year +8 +3 -
Permanent jobs citing Chatbot 12 4 5
As % of all permanent IT jobs advertised in Central London 0.089% 0.028% 0.036%
As % of the Applications category 0.93% 0.30% 0.35%
Number of salaries quoted 12 4 5
Central London median annual salary £73,750 £67,500 £80,000
Median salary % change year-on-year +9.26% -15.63% -
10th Percentile £57,500 £53,250 £65,000
90th Percentile £87,500 £73,875 £85,000
London median annual salary £67,500 £67,500 £70,000
% change year-on-year - -3.57% -

Chatbot is in the Software Applications category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Central London with a requirement for software application skills.

All Software Application Skills
Central London
Permanent vacancies with a requirement for software application skills 1,290 1,332 1,419
As % of all permanent IT jobs advertised in Central London 9.54% 9.39% 10.17%
Number of salaries quoted 1,151 1,212 1,278
Central London median annual salary £45,000 £47,500 £45,000
Median salary % change year-on-year -5.26% +5.56% -
10th Percentile £25,750 £26,275 £26,250
90th Percentile £77,500 £75,000 £75,000
London median annual salary £47,500 £45,000 £42,500
% change year-on-year +5.56% +5.88% -

Chatbot
Job Vacancy Trend in Central London

Job postings citing Chatbot as a percentage of all IT jobs advertised in Central London.

Job vacancy trend for Chatbot in Central London

Chatbot
Salary Trend in Central London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Chatbot in Central London.

Salary trend for Chatbot in Central London

Chatbot
Salary Histogram in Central London

The salary distribution of IT jobs citing Chatbot in Central London over the 6 months to 9 December 2018.

Salary histogram for Chatbot in Central London

Chatbot
Job Locations in Central London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Chatbot within the Central London region over the 6 months to 9 December 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London -8 6 £73,750 +9.26% 4
Chatbot
London

For the 6 months to 9 December 2018, IT jobs citing Chatbot also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Central London region with a requirement for Chatbot.

1 12 (100.00%) Python
1 12 (100.00%) Machine Learning
1 12 (100.00%) Conversational UI
2 10 (83.33%) Algorithms
2 10 (83.33%) Artificial Intelligence
3 8 (66.67%) Natural Language Processing
4 7 (58.33%) Deep Learning
4 7 (58.33%) TensorFlow
5 6 (50.00%) Neural Network
6 5 (41.67%) Data Science
6 5 (41.67%) scikit-learn
7 4 (33.33%) Pandas
7 4 (33.33%) Reinforcement Learning
7 4 (33.33%) NumPy
7 4 (33.33%) Software Engineering
7 4 (33.33%) PhD
8 3 (25.00%) Risk Management
8 3 (25.00%) Statistics
8 3 (25.00%) Marketing
8 3 (25.00%) Logistic Regression
8 3 (25.00%) Mathematics
8 3 (25.00%) Computer Science
8 3 (25.00%) Java
8 3 (25.00%) SQL
8 3 (25.00%) Apache Hive
8 3 (25.00%) Signal Processing
8 3 (25.00%) Hadoop
8 3 (25.00%) Apache Pig
8 3 (25.00%) SciPy
8 3 (25.00%) Big Data

Chatbot
Co-occurring IT Skills in Central London 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 (25.00%) Apache Pig
1 3 (25.00%) Apache Spark
Database & Business Intelligence
1 3 (25.00%) Apache Hive
1 3 (25.00%) Big Data
1 3 (25.00%) Hadoop
2 1 (8.33%) MongoDB
General
1 3 (25.00%) Marketing
2 1 (8.33%) Finance
2 1 (8.33%) Games
Job Titles
1 5 (41.67%) Data Scientist
2 4 (33.33%) Machine Learning Engineer
2 4 (33.33%) Python Engineer
3 3 (25.00%) Machine Learning Scientist
3 3 (25.00%) Senior Data Scientist
4 1 (8.33%) DevOps Engineer
4 1 (8.33%) Java Engineer
Libraries, Frameworks & Software Standards
1 8 (66.67%) Natural Language Processing
2 7 (58.33%) TensorFlow
3 5 (41.67%) scikit-learn
4 4 (33.33%) NumPy
4 4 (33.33%) Pandas
5 3 (25.00%) Kafka
5 3 (25.00%) SciPy
6 1 (8.33%) Caffe
6 1 (8.33%) CoreNLP
6 1 (8.33%) Deeplearning4j
6 1 (8.33%) Django
6 1 (8.33%) Keras
6 1 (8.33%) Theano
6 1 (8.33%) Torch
Miscellaneous
1 10 (83.33%) Algorithms
2 3 (25.00%) Fintech
3 1 (8.33%) CUDA
3 1 (8.33%) Robotics
Processes & Methodologies
1 12 (100.00%) Conversational UI
1 12 (100.00%) Machine Learning
2 10 (83.33%) Artificial Intelligence
3 7 (58.33%) Deep Learning
4 6 (50.00%) Neural Network
5 5 (41.67%) Data Science
6 4 (33.33%) Reinforcement Learning
6 4 (33.33%) Software Engineering
7 3 (25.00%) Bayesian Methods
7 3 (25.00%) Computer Science
7 3 (25.00%) Customer Acquisition
7 3 (25.00%) Linear Regression
7 3 (25.00%) Logistic Regression
7 3 (25.00%) Mathematics
7 3 (25.00%) Predictive Analysis
7 3 (25.00%) Pricing Strategy
7 3 (25.00%) Probabilistic Modelling
7 3 (25.00%) Risk Management
7 3 (25.00%) Signal Processing
7 3 (25.00%) Statistics
Programming Languages
1 12 (100.00%) Python
2 3 (25.00%) Java
2 3 (25.00%) SQL
3 2 (16.67%) C++
3 2 (16.67%) Scala
4 1 (8.33%) R
Qualifications
1 4 (33.33%) PhD
Quality Assurance & Compliance
1 1 (8.33%) QA
System Software
1 3 (25.00%) Apache Flume
2 1 (8.33%) Docker
Systems Management
1 3 (25.00%) Oozie
2 1 (8.33%) Ansible
2 1 (8.33%) Terraform