Period
to 24 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the South East with a requirement for Pattern Recognition skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Pattern Recognition over the 6 months to 24 November 2017 with a comparison to the same period in the previous 2 years.

Pattern Recognition
England > South East
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 531 592 633
Rank change year-on-year +61 +41 +22
Permanent jobs citing Pattern Recognition 6 1 16
As % of all permanent IT jobs advertised in the South East 0.019% 0.003% 0.037%
As % of the Processes & Methodologies category 0.022% 0.003% 0.043%
Number of salaries quoted 7 1 27
South East median annual salary £67,500 £45,000 £40,000
Median salary % change year-on-year +50.00% +12.50% -11.11%
10th Percentile £46,130 £45,000 £37,500
90th Percentile £77,500 £45,000 £58,750
England median annual salary £68,750 £57,000 £48,500
% change year-on-year +20.61% +17.53% +14.12%

Pattern Recognition 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 advertised in the South East with a requirement for process or methodology skills.

All Process and Methodology Skills
South East
Permanent vacancies with a requirement for process or methodology skills 26983 30553 37260
As % of all permanent IT jobs advertised in the South East 87.47% 87.40% 86.98%
Number of salaries quoted 22199 25337 30803
South East median annual salary £45,000 £45,000 £45,000
10th Percentile £27,500 £27,500 £26,250
90th Percentile £68,750 £68,750 £67,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Pattern Recognition
Job Vacancy Trend in the South East

Job postings citing Pattern Recognition as a percentage of all IT jobs advertised in the South East.

Job vacancy trend for Pattern Recognition in the South East

Pattern Recognition
Salary Trend in the South East

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Pattern Recognition in the South East.

Salary trend for Pattern Recognition in the South East

Pattern Recognition
Salary Histogram in the South East

The salary distribution of IT jobs citing Pattern Recognition in the South East over the 6 months to 24 November 2017.

Salary histogram for Pattern Recognition in the South East

Pattern Recognition
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Pattern Recognition within the South East region over the 6 months to 24 November 2017. 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
Hampshire - 3 £50,000 -
Surrey - 2 £75,000 -
West Sussex - 1 £67,500 -
Middlesex - 1 £75,000 -
Pattern Recognition
England

For the 6 months to 24 November 2017, IT jobs citing Pattern Recognition also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the South East region with a requirement for Pattern Recognition.

1 6 (100.00%) Python
1 6 (100.00%) R
1 6 (100.00%) Analytics
1 6 (100.00%) Statistical Modelling
2 5 (83.33%) Data Analytics
2 5 (83.33%) Natural Language Processing
2 5 (83.33%) Machine Learning
2 5 (83.33%) Mathematics
3 4 (66.67%) Visualisation
3 4 (66.67%) Statistical Analysis
3 4 (66.67%) Statistics
3 4 (66.67%) SQL
3 4 (66.67%) Data Mining
3 4 (66.67%) Big Data
3 4 (66.67%) Algorithms
4 3 (50.00%) Data Engineering
4 3 (50.00%) Predictive Analysis
4 3 (50.00%) Apache Spark
4 3 (50.00%) NoSQL
4 3 (50.00%) Data Visualisation
4 3 (50.00%) Relational Database
4 3 (50.00%) Metadata Management
4 3 (50.00%) SAS
4 3 (50.00%) MATLAB
4 3 (50.00%) Data Management
4 3 (50.00%) Data Analysis
4 3 (50.00%) Artificial Intelligence
4 3 (50.00%) Physics
4 3 (50.00%) Chemistry
4 3 (50.00%) Computer Science

Pattern Recognition
Co-occurring IT Skills in the South East 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 (50.00%) Apache Spark
1 3 (50.00%) SAS
Applications
1 1 (16.67%) Microsoft Excel
1 1 (16.67%) Microsoft Office
1 1 (16.67%) Microsoft PowerPoint
Cloud Services
1 1 (16.67%) Adobe Analytics
Communications & Networking
1 1 (16.67%) SMS
Database & Business Intelligence
1 4 (66.67%) Big Data
1 4 (66.67%) Data Mining
2 3 (50.00%) Hadoop
2 3 (50.00%) NoSQL
2 3 (50.00%) Relational Database
3 2 (33.33%) Apache Cassandra
3 2 (33.33%) Apache Hive
3 2 (33.33%) Data Lake
3 2 (33.33%) HBase
4 1 (16.67%) SQL Server Integration Services
Job Titles
1 6 (100.00%) Data Scientist
2 3 (50.00%) Senior Data Scientist
3 2 (33.33%) Data Analytics Engineer
3 2 (33.33%) Data Analytics Scientist
3 2 (33.33%) Data Engineer
Libraries, Frameworks & Software Standards
1 5 (83.33%) Natural Language Processing
Miscellaneous
1 4 (66.67%) Algorithms
2 3 (50.00%) Computer Science
3 2 (33.33%) Analytical Skills
Processes & Methodologies
1 6 (100.00%) Analytics
1 6 (100.00%) Statistical Modelling
2 5 (83.33%) Data Analytics
2 5 (83.33%) Machine Learning
2 5 (83.33%) Mathematics
3 4 (66.67%) Statistical Analysis
3 4 (66.67%) Statistics
3 4 (66.67%) Visualisation
4 3 (50.00%) Artificial Intelligence
4 3 (50.00%) Chemistry
4 3 (50.00%) Data Analysis
4 3 (50.00%) Data Engineering
4 3 (50.00%) Data Management
4 3 (50.00%) Data Modelling
4 3 (50.00%) Data Visualisation
4 3 (50.00%) Metadata Management
4 3 (50.00%) Physics
4 3 (50.00%) Predictive Analysis
5 2 (33.33%) Applied Mathematics
5 2 (33.33%) Deep Learning
Programming Languages
1 6 (100.00%) Python
1 6 (100.00%) R
2 4 (66.67%) SQL
3 3 (50.00%) MATLAB
4 1 (16.67%) C
4 1 (16.67%) Java
4 1 (16.67%) Perl
4 1 (16.67%) Scala
Qualifications
1 1 (16.67%) Degree
1 1 (16.67%) PhD
Vendors
1 1 (16.67%) Adobe
1 1 (16.67%) Oracle
1 1 (16.67%) Tableau