Period
to 23 July 2019

The following table provides summary statistics for permanent job vacancies with a requirement for Time Series Forecasting skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Time Series Forecasting over the 6 months to 23 July 2019 with a comparison to the same period in the previous 2 years.

Time Series Forecasting
UK
6 months to
23 Jul 2019
Same period 2018 Same period 2017
Rank 1066 1186 1209
Rank change year-on-year +120 +23 +80
Permanent jobs citing Time Series Forecasting 20 15 1
As % of all permanent IT jobs advertised in the UK 0.014% 0.009% 0.001%
As % of the Processes & Methodologies category 0.015% 0.009% 0.001%
Number of salaries quoted 20 15 1
UK median annual salary £68,300 £77,500 £75,000
Median salary % change year-on-year -11.87% +3.33% +25.00%
10th Percentile £62,250 £61,750 £72,500
90th Percentile £88,688 £96,500 £77,500
UK excluding London median annual salary £52,500 £65,000 -
% change year-on-year -19.23% - -

Time Series Forecasting is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for process or methodology skills.

All Process and Methodology Skills
UK
Permanent vacancies with a requirement for process or methodology skills 133,213 159,093 163,411
As % of all permanent IT jobs advertised in the UK 92.06% 91.86% 92.00%
Number of salaries quoted 104,815 127,234 131,268
UK median annual salary £52,500 £50,000 £49,000
Median salary % change year-on-year +5.00% +2.04% +3.16%
10th Percentile £30,000 £29,000 £28,000
90th Percentile £86,250 £82,500 £80,000
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% -

Time Series Forecasting
Job Vacancy Trend

Job postings citing Time Series Forecasting as a percentage of all IT jobs advertised.

Job vacancy trend for Time Series Forecasting in the UK

Time Series Forecasting
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Time Series Forecasting.

Salary trend for Time Series Forecasting in the UK

Time Series Forecasting
Salary Histogram

The salary distribution of IT jobs citing Time Series Forecasting over the 6 months to 23 July 2019.

Salary histogram for Time Series Forecasting in the UK

Time Series Forecasting
Top 4 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Time Series Forecasting within the UK over the 6 months to 23 July 2019. 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
England +104 20 £68,300 -11.87% 2
London +113 19 £68,300 -14.63% 2
UK excluding London +69 1 £52,500 -19.23%
South East +35 1 £52,500 -16.00%

For the 6 months to 23 July 2019, IT jobs citing Time Series Forecasting 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 with a requirement for Time Series Forecasting.

1 20 (100.00%) Python
1 20 (100.00%) Machine Learning
2 19 (95.00%) Natural Language Processing
2 19 (95.00%) NumPy
2 19 (95.00%) Pandas
2 19 (95.00%) Keras
3 18 (90.00%) scikit-learn
3 18 (90.00%) Finance
3 18 (90.00%) Artificial Intelligence
4 17 (85.00%) Robotics
4 17 (85.00%) Data Science
5 14 (70.00%) MLlib
5 14 (70.00%) Logistic Regression
5 14 (70.00%) Statistical Modelling
5 14 (70.00%) Bayesian Methods
6 13 (65.00%) Unit Testing
6 13 (65.00%) Neural Network
6 13 (65.00%) Software Engineering
6 13 (65.00%) Agile Software Development
6 13 (65.00%) Banking
6 13 (65.00%) SQL
6 13 (65.00%) Linear Regression
6 13 (65.00%) Random Forest
6 13 (65.00%) Creative Thinking
7 7 (35.00%) Algorithms
8 6 (30.00%) Deep Learning
8 6 (30.00%) TensorFlow
8 6 (30.00%) Fintech
9 5 (25.00%) Computer Vision
9 5 (25.00%) Reinforcement Learning

Time Series Forecasting
Co-occurring IT Skills 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:

Cloud Services
1 1 (5.00%) Amazon AWS
1 1 (5.00%) Amazon EC2
Database & Business Intelligence
1 1 (5.00%) Big Data
Development Applications
1 5 (25.00%) Git (software)
General
1 18 (90.00%) Finance
2 13 (65.00%) Banking
3 4 (20.00%) Games
4 1 (5.00%) Manufacturing
4 1 (5.00%) Telecoms
Job Titles
1 12 (60.00%) Data Scientist
2 4 (20.00%) Data Manager
2 4 (20.00%) Data Science Manager
2 4 (20.00%) Senior Manager
3 3 (15.00%) Machine Learning Scientist
4 2 (10.00%) Senior Data Scientist
5 1 (5.00%) Machine Learning Researcher
Libraries, Frameworks & Software Standards
1 19 (95.00%) Keras
1 19 (95.00%) Natural Language Processing
1 19 (95.00%) NumPy
1 19 (95.00%) Pandas
2 18 (90.00%) scikit-learn
3 14 (70.00%) MLlib
4 6 (30.00%) TensorFlow
5 1 (5.00%) SciPy
Miscellaneous
1 17 (85.00%) Robotics
2 7 (35.00%) Algorithms
Processes & Methodologies
1 20 (100.00%) Machine Learning
2 18 (90.00%) Artificial Intelligence
3 17 (85.00%) Data Science
4 14 (70.00%) Bayesian Methods
4 14 (70.00%) Logistic Regression
4 14 (70.00%) Statistical Modelling
5 13 (65.00%) Agile Software Development
5 13 (65.00%) Creative Thinking
5 13 (65.00%) Linear Regression
5 13 (65.00%) Neural Network
5 13 (65.00%) Random Forest
5 13 (65.00%) Software Engineering
5 13 (65.00%) Unit Testing
6 6 (30.00%) Deep Learning
6 6 (30.00%) Fintech
7 5 (25.00%) Computer Vision
7 5 (25.00%) Decision-Making
7 5 (25.00%) Dimensionality Reduction
7 5 (25.00%) Reinforcement Learning
7 5 (25.00%) Speech Recognition
Programming Languages
1 20 (100.00%) Python
2 13 (65.00%) SQL
3 1 (5.00%) Java
3 1 (5.00%) Scala
Qualifications
1 4 (20.00%) PhD
2 1 (5.00%) Degree
2 1 (5.00%) Master's Degree