Period
to 16 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Surrey with a requirement for Data Science skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Science over the 6 months to 16 November 2018 with a comparison to the same period in the previous 2 years.

Data Science
South East > Surrey
6 months to
16 Nov 2018
Same period 2017 Same period 2016
Rank 192 243 234
Rank change year-on-year +51 -9 +69
Permanent jobs citing Data Science 43 22 37
As % of all permanent IT jobs advertised in Surrey 0.86% 0.35% 0.55%
As % of the Processes & Methodologies category 0.95% 0.39% 0.63%
Number of salaries quoted 37 22 21
Surrey median annual salary £49,000 £46,250 £55,000
Median salary % change year-on-year +5.95% -15.91% -11.29%
10th Percentile £34,809 £27,500 £36,250
90th Percentile £73,000 £77,250 £66,250
South East median annual salary £50,000 £47,000 £50,000
% change year-on-year +6.38% -6.00% -

Data Science 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 Surrey with a requirement for process or methodology skills.

All Process and Methodology Skills
Surrey
Permanent vacancies with a requirement for process or methodology skills 4,536 5,621 5,912
As % of all permanent IT jobs advertised in Surrey 90.32% 90.56% 87.68%
Number of salaries quoted 3,804 4,544 4,963
Surrey median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £28,250 £29,750 £28,250
90th Percentile £73,750 £68,750 £70,000
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

Data Science
Job Vacancy Trend in Surrey

Job postings citing Data Science as a percentage of all IT jobs advertised in Surrey.

Job vacancy trend for Data Science in Surrey

Data Science
Salary Trend in Surrey

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Science in Surrey.

Salary trend for Data Science in Surrey

Data Science
Salary Histogram in Surrey

The salary distribution of IT jobs citing Data Science in Surrey over the 6 months to 16 November 2018.

Salary histogram for Data Science in Surrey

Data Science
Job Locations in Surrey

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Science within the Surrey region over the 6 months to 16 November 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
Leatherhead - 16 £49,000 - 2
Guildford +12 10 £34,809 -22.65% 2
Epsom +4 4 £43,750 +45.83%
Staines +19 3 - - 5
Camberley - 2 £62,500 -
Godalming - 1 £80,000 -
Data Science
South East

For the 6 months to 16 November 2018, IT jobs citing Data Science 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 Surrey region with a requirement for Data Science.

1 27 (62.79%) Python
2 24 (55.81%) SQL
3 21 (48.84%) Agile Software Development
4 20 (46.51%) C#
4 20 (46.51%) Microsoft Azure
4 20 (46.51%) AngularJS
4 20 (46.51%) Microservices
5 19 (44.19%) CQRS
5 19 (44.19%) .NET
6 17 (39.53%) TDD
6 17 (39.53%) Visual Studio
6 17 (39.53%) .NET Framework
6 17 (39.53%) Domain-Driven Design
6 17 (39.53%) SOLID
7 15 (34.88%) Greenfield Project
7 15 (34.88%) SDLC
7 15 (34.88%) Mentoring
7 15 (34.88%) Test Automation
7 15 (34.88%) SaaS
8 12 (27.91%) R
8 12 (27.91%) Analytical Skills
9 11 (25.58%) Analytics
9 11 (25.58%) Business Intelligence
10 10 (23.26%) Statistical Analysis
10 10 (23.26%) Power BI
11 8 (18.60%) Apache Spark
11 8 (18.60%) Computer Science
11 8 (18.60%) Visualisation
11 8 (18.60%) Big Data
12 7 (16.28%) Machine Learning

Data Science
Co-occurring IT Skills in Surrey 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 8 (18.60%) Apache Spark
2 4 (9.30%) Apache
3 3 (6.98%) SAS
4 2 (4.65%) Elasticsearch
5 1 (2.33%) SharePoint
Applications
1 1 (2.33%) InfoPath
Business Applications
1 1 (2.33%) Maximo
Cloud Services
1 20 (46.51%) Microsoft Azure
2 15 (34.88%) SaaS
3 7 (16.28%) Amazon AWS
4 2 (4.65%) Cloud Computing
5 1 (2.33%) Azure Data Factory
5 1 (2.33%) Data Lake Analytics
5 1 (2.33%) GitHub
Database & Business Intelligence
1 10 (23.26%) Power BI
2 8 (18.60%) Big Data
3 6 (13.95%) Data Warehouse
3 6 (13.95%) Hadoop
4 5 (11.63%) Apache Hive
4 5 (11.63%) Data Lake
5 3 (6.98%) Relational Database
5 3 (6.98%) SQL Server
6 2 (4.65%) Data Mining
6 2 (4.65%) SQL Server Analysis Services
6 2 (4.65%) SQL Server Integration Services
6 2 (4.65%) SQL Server Reporting Services
7 1 (2.33%) Azure SQL Database
7 1 (2.33%) GIS
7 1 (2.33%) HBase
7 1 (2.33%) Microsoft Analysis Services
7 1 (2.33%) OLAP
7 1 (2.33%) OLAP Cube
7 1 (2.33%) RDBMS
7 1 (2.33%) Sqoop
Development Applications
1 17 (39.53%) Visual Studio
2 2 (4.65%) JIRA
3 1 (2.33%) Bitbucket
3 1 (2.33%) Git (software)
General
1 5 (11.63%) Advertising
2 1 (2.33%) Finance
2 1 (2.33%) Games
2 1 (2.33%) Local Government
2 1 (2.33%) Marketing
Job Titles
1 21 (48.84%) Developer
2 19 (44.19%) C# Developer
3 8 (18.60%) Data Engineer
4 7 (16.28%) Analyst
5 5 (11.63%) Performance Analyst
5 5 (11.63%) Senior Analyst
5 5 (11.63%) Senior Performance Analyst
6 4 (9.30%) Graduate
7 3 (6.98%) Data Scientist
8 2 (4.65%) .NET Developer
8 2 (4.65%) Backend Developer
8 2 (4.65%) C# .NET Developer
8 2 (4.65%) Data Analyst
8 2 (4.65%) Data Visualisation Analyst
8 2 (4.65%) Junior
8 2 (4.65%) Junior Data Scientist
8 2 (4.65%) Lead C# Developer
8 2 (4.65%) Lead Developer
8 2 (4.65%) Product Manager
8 2 (4.65%) SQL Developer
Libraries, Frameworks & Software Standards
1 20 (46.51%) AngularJS
2 19 (44.19%) .NET
3 17 (39.53%) .NET Framework
4 3 (6.98%) Apache Tez
4 3 (6.98%) Node.js
4 3 (6.98%) React
5 2 (4.65%) ASP.NET
5 2 (4.65%) CSS
5 2 (4.65%) HTML
5 2 (4.65%) Pandas
5 2 (4.65%) RabbitMQ
5 2 (4.65%) REST
5 2 (4.65%) RESTful
5 2 (4.65%) SOAP
5 2 (4.65%) Web Services
6 1 (2.33%) Django
6 1 (2.33%) HTML5
6 1 (2.33%) J2EE
6 1 (2.33%) jQuery
6 1 (2.33%) NumPy
Miscellaneous
1 15 (34.88%) Greenfield Project
2 12 (27.91%) Analytical Skills
3 8 (18.60%) Computer Science
4 5 (11.63%) Freedom of Information
5 3 (6.98%) Pricing Data
6 1 (2.33%) Algorithms
6 1 (2.33%) Cloud Native
6 1 (2.33%) Management Information System
6 1 (2.33%) Mobile App
Operating Systems
1 6 (13.95%) Linux
2 5 (11.63%) Unix
Processes & Methodologies
1 21 (48.84%) Agile Software Development
2 20 (46.51%) Microservices
3 19 (44.19%) CQRS
4 17 (39.53%) Domain-Driven Design
4 17 (39.53%) SOLID
4 17 (39.53%) TDD
5 15 (34.88%) Mentoring
5 15 (34.88%) SDLC
5 15 (34.88%) Test Automation
6 11 (25.58%) Analytics
6 11 (25.58%) Business Intelligence
7 10 (23.26%) Statistical Analysis
8 8 (18.60%) Visualisation
9 7 (16.28%) Machine Learning
9 7 (16.28%) Mathematics
10 5 (11.63%) Data Analytics
10 5 (11.63%) Data Engineering
10 5 (11.63%) MapReduce
10 5 (11.63%) Performance Analysis
10 5 (11.63%) Statistics
Programming Languages
1 27 (62.79%) Python
2 24 (55.81%) SQL
3 20 (46.51%) C#
4 12 (27.91%) R
5 6 (13.95%) Java
6 4 (9.30%) JavaScript
7 3 (6.98%) HiveQL
7 3 (6.98%) Scala
8 2 (4.65%) Shell Script
9 1 (2.33%) C
9 1 (2.33%) C++
9 1 (2.33%) Kotlin
9 1 (2.33%) MATLAB
Qualifications
1 5 (11.63%) Degree
2 3 (6.98%) PhD
3 1 (2.33%) Security Cleared
Quality Assurance & Compliance
1 4 (9.30%) Data Quality
2 2 (4.65%) GDPR
System Software
1 1 (2.33%) HDFS
Systems Management
1 1 (2.33%) Hadoop YARN
Vendors
1 7 (16.28%) Microsoft
2 6 (13.95%) Tableau
3 2 (4.65%) Talend
4 1 (2.33%) Nintex