Period
to 22 January 2018

The following table provides summary statistics for permanent job vacancies advertised in Surrey with a requirement for Big Data skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Big Data over the 6 months to 22 January 2018 with a comparison to the same period in the previous 2 years.

Big Data
South East > Surrey
6 months to
22 Jan 2018
Same period 2017 Same period 2016
Rank 146 128 173
Rank change year-on-year -18 +45 +10
Permanent jobs citing Big Data 101 145 130
As % of all permanent IT jobs advertised in Surrey 1.69% 2.49% 1.64%
As % of the Database & Business Intelligence category 5.38% 8.35% 4.98%
Number of salaries quoted 100 119 111
Surrey median annual salary £55,000 £62,500 £52,500
Median salary % change year-on-year -12.00% +19.05% -
10th Percentile £27,500 £42,000 £28,000
90th Percentile £82,500 £78,750 £80,000
South East median annual salary £57,500 £53,000 £52,500
% change year-on-year +8.49% +0.95% -

Big Data is in the Databases and Business Intelligence 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 database or business intelligence skills.

All Database and Business Intelligence Skills
Surrey
Permanent vacancies with a requirement for database or business intelligence skills 1,877 1,736 2,611
As % of all permanent IT jobs advertised in Surrey 31.46% 29.78% 33.02%
Number of salaries quoted 1,601 1,465 2,270
Surrey median annual salary £49,500 £50,000 £45,000
Median salary % change year-on-year -1.00% +11.11% -
10th Percentile £31,250 £30,500 £30,000
90th Percentile £65,000 £70,750 £66,250
South East median annual salary £45,000 £45,000 £44,141
% change year-on-year - +1.95% +6.36%

Big Data
Job Vacancy Trend in Surrey

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

Job vacancy trend for Big Data in Surrey

Big Data
Salary Trend in Surrey

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

Salary trend for Big Data in Surrey

Big Data
Salary Histogram in Surrey

The salary distribution of IT jobs citing Big Data in Surrey over the 6 months to 22 January 2018.

Salary histogram for Big Data in Surrey

Big Data
Job Locations in Surrey

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Big Data within the Surrey region over the 6 months to 22 January 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 +33 15 £37,500 -16.67% 3
Epsom +3 12 £30,000 -53.85% 2
Reigate -16 12 £50,000 -4.66% 2
Guildford -39 11 £55,000 -16.98% 5
Woking +2 6 £65,000 +22.64%
Sunbury-on-Thames - 6 £80,000 - 3
Camberley - 3 £80,000 -
Staines -26 2 £62,500 +4.17% 1
Big Data
South East

For the 6 months to 22 January 2018, IT jobs citing Big Data 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 Surrey region with a requirement for Big Data.

1 41 (40.59%) SQL
2 34 (33.66%) Computer Science
3 32 (31.68%) Agile Software Development
4 31 (30.69%) Analytics
5 30 (29.70%) Degree
6 29 (28.71%) Java
7 28 (27.72%) Data Modelling
7 28 (27.72%) Hadoop
8 27 (26.73%) Python
9 26 (25.74%) Business Intelligence
10 25 (24.75%) Apache Spark
11 22 (21.78%) Finance
11 22 (21.78%) Software Engineering
12 20 (19.80%) SQL Server
13 19 (18.81%) Data Warehouse
13 19 (18.81%) Mathematics
14 18 (17.82%) Elasticsearch
15 17 (16.83%) Microsoft Azure
15 17 (16.83%) JavaScript
16 16 (15.84%) Machine Learning
17 15 (14.85%) Data Strategy
17 15 (14.85%) Linux
17 15 (14.85%) MongoDB
17 15 (14.85%) NoSQL
18 14 (13.86%) Test Automation
18 14 (13.86%) Continuous Integration
18 14 (13.86%) Artificial Intelligence
18 14 (13.86%) PhD
18 14 (13.86%) Microsoft
18 14 (13.86%) Data Lake

Big Data
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 25 (24.75%) Apache Spark
2 18 (17.82%) Elasticsearch
3 10 (9.90%) Apache
4 4 (3.96%) SAS
5 3 (2.97%) Apache Pig
5 3 (2.97%) IIS
6 2 (1.98%) Apache Solr
7 1 (0.99%) Confluence
7 1 (0.99%) OpenStack
7 1 (0.99%) SharePoint
Applications
1 4 (3.96%) Mathematica
1 4 (3.96%) SPSS
2 3 (2.97%) GNU Octave
2 3 (2.97%) Microsoft Excel
Cloud Services
1 17 (16.83%) Microsoft Azure
2 10 (9.90%) Amazon AWS
2 10 (9.90%) SaaS
3 5 (4.95%) Cloud Computing
4 2 (1.98%) Azure Machine Learning
4 2 (1.98%) Google Play
4 2 (1.98%) npm
5 1 (0.99%) Virtual Private Cloud
Communications & Networking
1 1 (0.99%) Internet
1 1 (0.99%) VLAN
1 1 (0.99%) VPN
Database & Business Intelligence
1 28 (27.72%) Hadoop
2 20 (19.80%) SQL Server
3 19 (18.81%) Data Warehouse
4 15 (14.85%) MongoDB
4 15 (14.85%) NoSQL
5 14 (13.86%) Data Lake
6 13 (12.87%) Apache Hive
7 12 (11.88%) Apache Cassandra
8 11 (10.89%) Amazon Redshift
8 11 (10.89%) Flink
8 11 (10.89%) Relational Database
9 9 (8.91%) SQL Server Integration Services
9 9 (8.91%) SQL Server Reporting Services
10 8 (7.92%) Data Mining
11 7 (6.93%) Power BI
12 3 (2.97%) Amazon DynamoDB
12 3 (2.97%) Impala
12 3 (2.97%) MySQL
13 2 (1.98%) OLAP
13 2 (1.98%) OLTP
Development Applications
1 6 (5.94%) JIRA
2 5 (4.95%) Selenium
3 3 (2.97%) HP UFT
3 3 (2.97%) Jenkins
4 2 (1.98%) Android Studio
4 2 (1.98%) NUnit
4 2 (1.98%) Team Foundation Server
4 2 (1.98%) TeamCity
5 1 (0.99%) Vagrant
General
1 22 (21.78%) Finance
2 6 (5.94%) Electronics
3 5 (4.95%) Marketing
3 5 (4.95%) Retail
3 5 (4.95%) Telecoms
4 4 (3.96%) Manufacturing
5 2 (1.98%) Back Office
6 1 (0.99%) Banking
6 1 (0.99%) Dutch Language
6 1 (0.99%) Financial Institution
6 1 (0.99%) French Language
6 1 (0.99%) German Language
6 1 (0.99%) Italian Language
6 1 (0.99%) Pharmaceutical
6 1 (0.99%) Spanish Language
Job Titles
1 29 (28.71%) Developer
2 20 (19.80%) Architect
3 16 (15.84%) Data Architect
3 16 (15.84%) Data Scientist
4 13 (12.87%) SQL Developer
5 12 (11.88%) Big Data Architect
6 10 (9.90%) Analyst
7 9 (8.91%) Graduate
7 9 (8.91%) Software Engineer
8 8 (7.92%) Business Intelligence Architect
8 8 (7.92%) Java Developer
9 7 (6.93%) Business Intelligence Developer
9 7 (6.93%) Data Warehouse Developer
9 7 (6.93%) SQL BI Developer
10 6 (5.94%) Agile Developer
10 6 (5.94%) T-SQL Developer
11 5 (4.95%) Data Engineer
11 5 (4.95%) Senior Software Engineer
11 5 (4.95%) SSIS Developer
11 5 (4.95%) SSRS Developer
Libraries, Frameworks & Software Standards
1 14 (13.86%) Kafka
2 11 (10.89%) HTML
3 10 (9.90%) CSS
3 10 (9.90%) Spring
4 8 (7.92%) .NET
5 6 (5.94%) AngularJS
5 6 (5.94%) React
6 5 (4.95%) Django
6 5 (4.95%) Flask
6 5 (4.95%) J2EE
6 5 (4.95%) RESTful
7 4 (3.96%) ASP.NET
7 4 (3.96%) Web Services
8 3 (2.97%) Angular 2
8 3 (2.97%) NumPy
8 3 (2.97%) Pandas
8 3 (2.97%) TensorFlow
9 2 (1.98%) ASP.NET Web API
9 2 (1.98%) Core Data
9 2 (1.98%) Oracle GoldenGate
Miscellaneous
1 34 (33.66%) Computer Science
2 9 (8.91%) User Experience
3 7 (6.93%) Analytical Skills
3 7 (6.93%) Mobile App
4 6 (5.94%) Greenfield Project
5 5 (4.95%) Social Media
6 4 (3.96%) Algorithms
6 4 (3.96%) Enterprise Software
7 2 (1.98%) Management Information System
7 2 (1.98%) N-Tier
7 2 (1.98%) Virtual Team
8 1 (0.99%) CUDA
8 1 (0.99%) Cyberattack
8 1 (0.99%) Fintech
8 1 (0.99%) Grid Computing
8 1 (0.99%) Linux Command Line
Operating Systems
1 15 (14.85%) Linux
2 9 (8.91%) Windows
3 5 (4.95%) Unix
4 4 (3.96%) Windows Server
5 3 (2.97%) Android
6 2 (1.98%) Apple iOS
6 2 (1.98%) CentOS
6 2 (1.98%) Red Hat Enterprise Linux
Processes & Methodologies
1 32 (31.68%) Agile Software Development
2 31 (30.69%) Analytics
3 28 (27.72%) Data Modelling
4 26 (25.74%) Business Intelligence
5 22 (21.78%) Software Engineering
6 19 (18.81%) Mathematics
7 16 (15.84%) Machine Learning
8 15 (14.85%) Data Strategy
9 14 (13.86%) Artificial Intelligence
9 14 (13.86%) Continuous Integration
9 14 (13.86%) Test Automation
10 13 (12.87%) Scrum
11 12 (11.88%) Data Analytics
11 12 (11.88%) Mentoring
12 11 (10.89%) Big Data Analytics
12 11 (10.89%) Data Integration
12 11 (10.89%) Physics
13 9 (8.91%) Data Management
13 9 (8.91%) Enterprise Architecture
13 9 (8.91%) Unit Testing
Programming Languages
1 41 (40.59%) SQL
2 29 (28.71%) Java
3 27 (26.73%) Python
4 17 (16.83%) JavaScript
5 12 (11.88%) C++
6 10 (9.90%) C#
6 10 (9.90%) R
7 8 (7.92%) PowerShell
8 7 (6.93%) T-SQL
9 5 (4.95%) C
9 5 (4.95%) MATLAB
10 4 (3.96%) Fortran
11 3 (2.97%) Bash Shell
11 3 (2.97%) Scala
11 3 (2.97%) VBA
12 2 (1.98%) ES6
12 2 (1.98%) Objective-C
12 2 (1.98%) PL/SQL
12 2 (1.98%) Shell Script
12 2 (1.98%) VB.NET
Qualifications
1 30 (29.70%) Degree
2 14 (13.86%) PhD
3 13 (12.87%) Computer Science Degree
4 11 (10.89%) Master's Degree
5 7 (6.93%) Security Cleared
6 5 (4.95%) ISEB
7 3 (2.97%) SC Cleared
8 1 (0.99%) CISSP
Quality Assurance & Compliance
1 2 (1.98%) COBIT
1 2 (1.98%) QA
System Software
1 3 (2.97%) Active Directory
1 3 (2.97%) Docker
2 1 (0.99%) VMware ESXi
2 1 (0.99%) vSphere
Systems Management
1 3 (2.97%) Puppet
2 1 (0.99%) Ansible
2 1 (0.99%) Kubernetes
2 1 (0.99%) Nagios
Vendors
1 14 (13.86%) Microsoft
2 12 (11.88%) Oracle
3 9 (8.91%) Google
4 7 (6.93%) Hortonworks
5 6 (5.94%) Twitter
6 5 (4.95%) Tableau
7 4 (3.96%) ArcSight
7 4 (3.96%) HP
7 4 (3.96%) Jaspersoft
7 4 (3.96%) SAP
7 4 (3.96%) Splunk
7 4 (3.96%) Teradata
8 2 (1.98%) IBM
8 2 (1.98%) Talend
8 2 (1.98%) TOWER Software
8 2 (1.98%) VMware
9 1 (0.99%) Cisco
9 1 (0.99%) Citrix
9 1 (0.99%) EMC
9 1 (0.99%) F5