Period
to 26 July 2017

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 26 July 2017 with a comparison to the same period in the previous 2 years.

Big Data
South East > Surrey
6 months to
26 Jul 2017
Same period 2016 Same period 2015
Rank 68 112 166
Rank change year-on-year +44 +54 -7
Permanent jobs citing Big Data 223 217 163
As % of all permanent IT jobs advertised in Surrey 3.92% 2.78% 1.78%
As % of the Database & Business Intelligence category 13.08% 9.16% 5.78%
Number of salaries quoted 197 139 114
Surrey median annual salary £57,500 £60,000 £47,500
Median salary % change year-on-year -4.17% +26.32% -9.52%
10th Percentile £33,750 £36,000 £29,750
90th Percentile £75,000 £85,000 £70,000
South East median annual salary £56,000 £53,500 £52,500
% change year-on-year +4.67% +1.90% +5.00%

Big Data is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Surrey with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Surrey
Permanent job vacancies with a requirement for database and business intelligence skills 1705 2369 2821
As % of all permanent IT job vacancies advertised in Surrey 29.99% 30.32% 30.81%
Number of salaries quoted 1411 2081 2402
Surrey median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £29,500 £29,000 £27,500
90th Percentile £68,750 £67,500 £67,500
South East median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +2.41%

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 26 July 2017.

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 26 July 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
Guildford -2 47 £47,500 -30.91% 3
Reigate +44 38 £50,000 -13.04% 1
Staines -17 25 £45,000 -25.00% 1
Epsom +15 9 £65,000 -7.14%
Leatherhead +11 9 £42,500 -29.17% 1
Woking +10 5 £53,000 -3.64%
Camberley - 4 £90,000 -
Cobham - 3 £42,500 - 1
Redhill - 1 £55,000 -
Big Data
South East

For the 6 months to 26 July 2017, 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.

1 136 (60.99%) Agile Software Development
2 109 (48.88%) SQL
3 93 (41.70%) Business Intelligence
4 91 (40.81%) Java
5 87 (39.01%) Hadoop
6 81 (36.32%) Finance
7 79 (35.43%) Python
8 70 (31.39%) SQL Server
9 67 (30.04%) Linux
10 66 (29.60%) Data Lake
11 64 (28.70%) Data Warehouse
12 61 (27.35%) Scrum
12 61 (27.35%) Spring
13 59 (26.46%) Microsoft
13 59 (26.46%) Analytics
14 54 (24.22%) SQL Server Integration Services
15 53 (23.77%) Continuous Integration
16 50 (22.42%) Software Engineering
16 50 (22.42%) SQL Server Reporting Services
17 49 (21.97%) T-SQL
18 46 (20.63%) Degree
19 45 (20.18%) Power BI
20 44 (19.73%) Mathematics
20 44 (19.73%) Data Modelling
21 42 (18.83%) Web Services
22 37 (16.59%) Test Automation
23 36 (16.14%) Computer Science
23 36 (16.14%) Microsoft Azure
24 35 (15.70%) NoSQL
24 35 (15.70%) Data Strategy

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 30 (13.45%) Apache Spark
2 23 (10.31%) Elasticsearch
3 22 (9.87%) Apache
4 9 (4.04%) Apache Pig
5 7 (3.14%) SharePoint
6 5 (2.24%) Confluence
6 5 (2.24%) SharePoint 2013
7 4 (1.79%) JBoss
7 4 (1.79%) SAS
8 3 (1.35%) IIS
9 2 (0.90%) CMS
9 2 (0.90%) Tomcat
Applications
1 14 (6.28%) Microsoft Excel
Cloud Services
1 36 (16.14%) Microsoft Azure
2 23 (10.31%) Cloud Computing
3 13 (5.83%) Amazon AWS
4 9 (4.04%) Azure Machine Learning
5 5 (2.24%) Google Play
5 5 (2.24%) OpenShift
6 2 (0.90%) GitHub
7 1 (0.45%) SaaS
Communications & Networking
1 2 (0.90%) Firewall
1 2 (0.90%) Kerberos
1 2 (0.90%) Network Security
1 2 (0.90%) VLAN
1 2 (0.90%) VPN
2 1 (0.45%) OpenLDAP
Database & Business Intelligence
1 87 (39.01%) Hadoop
2 70 (31.39%) SQL Server
3 66 (29.60%) Data Lake
4 64 (28.70%) Data Warehouse
5 54 (24.22%) SQL Server Integration Services
6 50 (22.42%) SQL Server Reporting Services
7 45 (20.18%) Power BI
8 35 (15.70%) NoSQL
9 28 (12.56%) Apache Cassandra
10 25 (11.21%) MongoDB
11 24 (10.76%) SQL Server Analysis Services
12 21 (9.42%) MySQL
13 20 (8.97%) Data Mining
13 20 (8.97%) SQL Server 2008
14 18 (8.07%) Apache Hive
14 18 (8.07%) Redis
15 16 (7.17%) HBase
16 13 (5.83%) Blockchain
17 9 (4.04%) Azure SQL Data Warehouse
17 9 (4.04%) HDInsight
Development Applications
1 7 (3.14%) Maven
2 5 (2.24%) Android Studio
2 5 (2.24%) Ant
2 5 (2.24%) CruiseControl
2 5 (2.24%) Hudson
2 5 (2.24%) Jenkins
2 5 (2.24%) JIRA
3 4 (1.79%) Talend Open Studio
4 3 (1.35%) Git (software)
4 3 (1.35%) TeamCity
5 2 (0.90%) Atlassian Bamboo
5 2 (0.90%) NUnit
5 2 (0.90%) Visual Studio
General
1 81 (36.32%) Finance
2 19 (8.52%) Marketing
3 16 (7.17%) Electronics
4 15 (6.73%) Telecoms
5 13 (5.83%) Manufacturing
6 7 (3.14%) Retail
7 4 (1.79%) Military
7 4 (1.79%) Pharmaceutical
8 2 (0.90%) Dutch Language
8 2 (0.90%) French Language
8 2 (0.90%) German Language
8 2 (0.90%) Italian Language
8 2 (0.90%) Spanish Language
Job Titles
1 133 (59.64%) Developer
2 53 (23.77%) Java Developer
3 51 (22.87%) SQL Developer
4 36 (16.14%) Business Intelligence Developer
5 35 (15.70%) SSIS Developer
5 35 (15.70%) SSRS Developer
5 35 (15.70%) T-SQL Developer
6 30 (13.45%) Data Warehouse Developer
7 29 (13.00%) SQL BI Developer
8 18 (8.07%) Lead Developer
9 17 (7.62%) Agile Developer
10 16 (7.17%) Senior Developer
10 16 (7.17%) Systems Engineer
11 15 (6.73%) Senior Java Developer
12 13 (5.83%) Analyst
13 12 (5.38%) Agile Java Developer
13 12 (5.38%) Architect
13 12 (5.38%) Business Intelligence Lead
13 12 (5.38%) Java Engineer
14 11 (4.93%) Integration Engineer
Libraries, Frameworks & Software Standards
1 61 (27.35%) Spring
2 42 (18.83%) Web Services
3 27 (12.11%) Node.js
4 25 (11.21%) .NET
5 23 (10.31%) AngularJS
6 21 (9.42%) React
7 18 (8.07%) RESTful
8 17 (7.62%) Kafka
9 16 (7.17%) J2EE
10 15 (6.73%) JMS
10 15 (6.73%) REST
10 15 (6.73%) SOAP
11 12 (5.38%) ASP.NET
12 11 (4.93%) D3.js
13 10 (4.48%) CSS
14 9 (4.04%) ActiveMQ
14 9 (4.04%) GWT
14 9 (4.04%) HTML
15 7 (3.14%) Hibernate
15 7 (3.14%) jQuery
Miscellaneous
1 36 (16.14%) Computer Science
2 28 (12.56%) Greenfield Project
3 21 (9.42%) User Experience
4 15 (6.73%) Mobile App
5 13 (5.83%) Cloud Native
5 13 (5.83%) Cyber Attack
6 11 (4.93%) Algorithms
6 11 (4.93%) Data Structures
7 9 (4.04%) Analytical Skills
8 5 (2.24%) Fintech
8 5 (2.24%) NHS
9 4 (1.79%) Grid Computing
9 4 (1.79%) Social Media
10 3 (1.35%) Enterprise Software
11 2 (0.90%) Data Centre
11 2 (0.90%) Management Information System
12 1 (0.45%) Credit Risk
12 1 (0.45%) Life Science
12 1 (0.45%) PKI
12 1 (0.45%) Smartphone
Operating Systems
1 67 (30.04%) Linux
2 28 (12.56%) Windows
3 22 (9.87%) Android
4 17 (7.62%) Apple iOS
5 12 (5.38%) Unix
6 5 (2.24%) CentOS
6 5 (2.24%) Ubuntu
7 3 (1.35%) Windows Server
8 2 (0.90%) Debian
9 1 (0.45%) Red Hat Enterprise Linux
Processes & Methodologies
1 136 (60.99%) Agile Software Development
2 93 (41.70%) Business Intelligence
3 61 (27.35%) Scrum
4 59 (26.46%) Analytics
5 53 (23.77%) Continuous Integration
6 50 (22.42%) Software Engineering
7 44 (19.73%) Data Modelling
7 44 (19.73%) Mathematics
8 37 (16.59%) Test Automation
9 35 (15.70%) Data Strategy
10 34 (15.25%) Mentoring
11 30 (13.45%) Open Source
12 26 (11.66%) Machine Learning
13 24 (10.76%) Statistics
14 23 (10.31%) Data Integration
14 23 (10.31%) MVC
15 22 (9.87%) Configuration Management
16 21 (9.42%) Cybersecurity
16 21 (9.42%) MapReduce
17 20 (8.97%) Coaching
Programming Languages
1 109 (48.88%) SQL
2 91 (40.81%) Java
3 79 (35.43%) Python
4 49 (21.97%) T-SQL
5 32 (14.35%) Scala
6 30 (13.45%) C#
7 28 (12.56%) JavaScript
7 28 (12.56%) R
8 23 (10.31%) C++
9 13 (5.83%) Groovy
10 12 (5.38%) C
11 11 (4.93%) PowerShell
12 9 (4.04%) VB.NET
13 8 (3.59%) Perl
14 5 (2.24%) Data Analysis Expressions (DAX)
14 5 (2.24%) Go
14 5 (2.24%) MATLAB
15 4 (1.79%) Bash Shell
15 4 (1.79%) Java 9
15 4 (1.79%) Jython
Qualifications
1 46 (20.63%) Degree
2 24 (10.76%) Security Cleared
3 18 (8.07%) Computer Science Degree
4 9 (4.04%) SC Cleared
5 7 (3.14%) ISEB
5 7 (3.14%) ISTQB
5 7 (3.14%) Master's Degree
6 4 (1.79%) DBS Check
7 3 (1.35%) Numerate Degree
7 3 (1.35%) PhD
8 1 (0.45%) CISSP
8 1 (0.45%) OCA
8 1 (0.45%) OCP
8 1 (0.45%) Oracle Certification
Quality Assurance & Compliance
1 21 (9.42%) QA
2 3 (1.35%) Data Quality
3 2 (0.90%) SLA
System Software
1 8 (3.59%) Docker
1 8 (3.59%) VMware Infrastructure
2 7 (3.14%) KVM
3 4 (1.79%) Active Directory
4 3 (1.35%) HDFS
5 2 (0.90%) Apache ZooKeeper
5 2 (0.90%) Oracle RAC
5 2 (0.90%) VirtualBox
Systems Management
1 9 (4.04%) Oozie
2 6 (2.69%) Opscode Chef
3 5 (2.24%) Puppet
4 4 (1.79%) Kubernetes
5 3 (1.35%) Salt
6 2 (0.90%) Ambari
6 2 (0.90%) Graphite
6 2 (0.90%) Hadoop YARN
6 2 (0.90%) Mesos
6 2 (0.90%) Nagios
7 1 (0.45%) Ansible
Vendors
1 59 (26.46%) Microsoft
2 26 (11.66%) Hortonworks
3 16 (7.17%) ArcSight
3 16 (7.17%) HP
3 16 (7.17%) Jaspersoft
4 15 (6.73%) SAP
5 13 (5.83%) Google
6 10 (4.48%) VMware
7 7 (3.14%) Percona
8 4 (1.79%) Talend
9 3 (1.35%) Oracle
10 2 (0.90%) Atlassian
10 2 (0.90%) Cisco
10 2 (0.90%) Citrix
10 2 (0.90%) TOWER Software
11 1 (0.45%) Cloudera
11 1 (0.45%) ForgeRock
11 1 (0.45%) Informatica
11 1 (0.45%) SaltStack
11 1 (0.45%) Zend
Reigate, Surrey
ARC IT Recruitment Ltd
Salary: £48K plus bonus plus benefits
Posted: 4 days ago
Surrey
Pioneer Search
Salary: £45000 - £55000 per annum
Posted: 5 days ago
Guildford, Surrey
ANSON MCCADE
Salary: UKP 75000 per year
Posted: 4 days ago
Leatherhead, Surrey
CGI
Salary: £50000 - £60000 per annum
Posted: 26 days ago
Guildford
Hays Specialist Recruitment Ltd
Salary: £25000 - £30000 per annum + Package
Posted: 22 days ago
Guildford
Hays Specialist Recruitment Ltd
Salary: £30000 - £40000 per annum + Package
Posted: 19 days ago
Surrey
People Source Consulting
Salary: £50000 - £60000 per annum + Excellent benefits
Posted: 27 days ago
Staines
Centrica
Salary: Competitive + Benefits
Posted: 18 days ago