The table below looks at the statistics for Big Data skills in IT jobs advertised for the Surrey region. Included is a guide to the salaries offered in IT jobs that have cited Big Data over the 3 months to 29 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Sep 2016
Same period 2015 Same period 2014
Big Data
Rank 94 137 193
Rank change year-on-year
+43 +56
Permanent jobs citing Big Data 85 78 36
As % of all permanent IT jobs located in Surrey 2.49% 1.84% 0.76%
As % of the Database & Business Intelligence category 8.33% 5.79% 2.27%
Number of salaries quoted 59 66 32
Median salary £60,000 £47,500 £55,000
Median salary % change year-on-year
+26.31% -13.63%
90% offered a salary of more than £47,500 £31,500 £42,500
10% offered a salary of more than £70,000 £57,500 £73,600
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year
+10.00% -
Big Data
South East

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the Surrey region.

Database & Business Intelligence Category
Surrey
Permanent IT job ads with a match in the
Database & Business Intelligence category
1021 1348 1589
As % of all permanent IT jobs located in Surrey 29.87% 31.81% 33.54%
Number of salaries quoted 854 1200 1314
Median salary £50,000 £45,000 £45,000
Median salary % change year-on-year
+11.11% -
90% offered a salary of more than £37,500 £32,500 £30,700
10% offered a salary of more than £67,500 £65,000 £60,000
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +6.25%

Big Data
Jobs Demand Trend in Surrey

The demand trend of job ads across the Surrey region citing Big Data as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Big Data Jobs Demand Trend 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 across the Surrey region.

Big Data Salary Trend in Surrey

Big Data
Salary Histogram in Surrey

This chart provides a salary histogram for IT jobs citing Big Data across the Surrey region over the 3 months to 29 September 2016.

Big Data Salary Histogram 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 3 months to 29 September 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Staines +15 34 £60,000 +60.00% 1
Guildford +19 14 £55,000 +12.82% 3
Woking -6 6 £48,750 -7.14% 1
Horley - 2 £80,000 -
Epsom - 1 £70,000 -
Big Data
South East

Big Data
Top 30 Related IT Skills in Surrey

For the 6 months to 29 September 2016, 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.

1 114 (52.05%) Hadoop
2 103 (47.03%) Java
3 79 (36.07%) Linux
4 77 (35.16%) Agile Software Development
5 71 (32.42%) Analytics
6 60 (27.40%) Business Intelligence
6 60 (27.40%) SQL
7 47 (21.46%) Apache Hive
8 45 (20.55%) Apache Pig
9 43 (19.63%) Oracle
10 39 (17.81%) MapReduce
11 38 (17.35%) HBase
12 37 (16.89%) Data Warehouse
12 37 (16.89%) Shell Script
13 36 (16.44%) NoSQL
14 34 (15.53%) Scrum
14 34 (15.53%) Finance
14 34 (15.53%) Apache Flume
15 33 (15.07%) Spring
16 32 (14.61%) Unix
17 31 (14.16%) SQL Server
17 31 (14.16%) Apache Cassandra
18 29 (13.24%) SAP
19 27 (12.33%) .NET
19 27 (12.33%) Python
19 27 (12.33%) MongoDB
19 27 (12.33%) Oozie
20 26 (11.87%) JavaScript
21 24 (10.96%) C#
22 23 (10.50%) Data Management

Big Data
Top Related 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 45 (20.55%) Apache Pig
2 20 (9.13%) Apache Spark
2 20 (9.13%) SAS
3 15 (6.85%) Elasticsearch
4 13 (5.94%) SharePoint
5 11 (5.02%) Apache
6 9 (4.11%) Liferay
7 2 (0.91%) MS Exchange
8 1 (0.46%) Cloud Foundry
Applications
1 10 (4.57%) MS Project
2 6 (2.74%) MS Excel
3 2 (0.91%) MS Office
4 1 (0.46%) MS PowerPoint
Business Applications
1 19 (8.68%) SAP Oil and Gas
Cloud Services
1 19 (8.68%) Cloud Computing
1 19 (8.68%) Microsoft Azure
2 14 (6.39%) Amazon AWS
3 6 (2.74%) SaaS
4 5 (2.28%) PaaS
5 3 (1.37%) IaaS
6 2 (0.91%) Office 365
7 1 (0.46%) AWS Elastic Beanstalk
7 1 (0.46%) Azure Machine Learning
7 1 (0.46%) Heroku
Communications & Networking
1 4 (1.83%) TCP/IP
2 2 (0.91%) Internet
3 1 (0.46%) Cisco ICM
3 1 (0.46%) Cisco IOS
3 1 (0.46%) DNS
Database & Business Intelligence
1 114 (52.05%) Hadoop
2 47 (21.46%) Apache Hive
3 38 (17.35%) HBase
4 37 (16.89%) Data Warehouse
5 36 (16.44%) NoSQL
6 31 (14.16%) Apache Cassandra
6 31 (14.16%) SQL Server
7 27 (12.33%) MongoDB
8 22 (10.05%) Data Mining
9 21 (9.59%) Oracle Exadata
10 17 (7.76%) IBM InfoSphere
10 17 (7.76%) MySQL
11 16 (7.31%) DataStage
11 16 (7.31%) QualityStage
12 15 (6.85%) Enterprise Data Warehouse
12 15 (6.85%) SQL Server Integration Services
13 13 (5.94%) Data Lake
14 11 (5.02%) Relational Database
15 9 (4.11%) RDBMS
16 8 (3.65%) OLAP
Development Applications
1 18 (8.22%) Git (software)
2 15 (6.85%) Subversion
3 6 (2.74%) Eclipse
3 6 (2.74%) NetBeans
3 6 (2.74%) Visual Studio
4 2 (0.91%) Vagrant
5 1 (0.46%) Ant
5 1 (0.46%) Jenkins
5 1 (0.46%) Maven
5 1 (0.46%) Talend Open Studio
General
1 34 (15.53%) Finance
2 7 (3.20%) Automotive
3 6 (2.74%) Pharmaceutical
4 5 (2.28%) Legal
4 5 (2.28%) Telecoms
5 4 (1.83%) Manufacturing
6 3 (1.37%) Law
7 1 (0.46%) Banking
7 1 (0.46%) Marketing
Job Titles
1 84 (38.36%) Developer
2 35 (15.98%) Java Developer
3 34 (15.53%) Senior Developer
4 30 (13.70%) Architect
5 22 (10.05%) Data Architect
6 21 (9.59%) Technical Leader
7 18 (8.22%) Hadoop Developer
8 14 (6.39%) Senior Java Developer
9 13 (5.94%) Analyst
10 12 (5.48%) Business Intelligence Lead
10 12 (5.48%) Senior Hadoop Developer
11 11 (5.02%) .NET Developer
11 11 (5.02%) Consultant
12 10 (4.57%) Data Scientist
13 9 (4.11%) Full Stack Developer
14 8 (3.65%) Big Data Architect
14 8 (3.65%) Big Data Developer
14 8 (3.65%) Full Stack Web Developer
14 8 (3.65%) Software Engineer
14 8 (3.65%) Web Developer
Libraries, Frameworks & Software Standards
1 33 (15.07%) Spring
2 27 (12.33%) .NET
3 21 (9.59%) HTML
4 17 (7.76%) CSS
5 14 (6.39%) J2EE
6 12 (5.48%) Node.js
7 11 (5.02%) ASP.NET
8 10 (4.57%) jQuery
8 10 (4.57%) Natural Language Processing
8 10 (4.57%) Web Services
9 9 (4.11%) Ajax
9 9 (4.11%) CodeIgniter
9 9 (4.11%) Kafka
10 8 (3.65%) HTML5
10 8 (3.65%) RabbitMQ
10 8 (3.65%) REST
11 7 (3.20%) Cascading
11 7 (3.20%) Oracle GoldenGate
11 7 (3.20%) SOAP
11 7 (3.20%) XHTML
Miscellaneous
1 23 (10.50%) Analytical Skills
1 23 (10.50%) Statistics
2 22 (10.05%) Management Information System
3 19 (8.68%) Computer Science
4 17 (7.76%) Visualisation
5 14 (6.39%) User Experience
6 11 (5.02%) Data Centre
7 10 (4.57%) Neural Network
8 8 (3.65%) Artificial Intelligence
9 7 (3.20%) Algorithms
9 7 (3.20%) Data Structures
9 7 (3.20%) Enterprise Software
9 7 (3.20%) Grid Computing
10 5 (2.28%) Blockchain
10 5 (2.28%) Cryptography
10 5 (2.28%) Cyber Attack
11 4 (1.83%) Cyberthreat
11 4 (1.83%) Data Integration
11 4 (1.83%) Security Operations Centre
11 4 (1.83%) Smart Energy
Operating Systems
1 79 (36.07%) Linux
2 32 (14.61%) Unix
3 21 (9.59%) Windows
4 3 (1.37%) Windows Server
5 2 (0.91%) Windows Server 2008
6 1 (0.46%) Android
Processes & Methodologies
1 77 (35.16%) Agile Software Development
2 71 (32.42%) Analytics
3 60 (27.40%) Business Intelligence
4 39 (17.81%) MapReduce
5 34 (15.53%) Scrum
6 23 (10.50%) Data Management
7 22 (10.05%) Data Modelling
7 22 (10.05%) Open Source
8 21 (9.59%) Software Engineering
9 20 (9.13%) Data Analysis
10 17 (7.76%) Cybersecurity
10 17 (7.76%) TDD
11 16 (7.31%) Data Architecture
11 16 (7.31%) ETL
11 16 (7.31%) OO
12 15 (6.85%) Data Analytics
12 15 (6.85%) Migration
13 14 (6.39%) Project Planning
13 14 (6.39%) SDLC
13 14 (6.39%) Supplier Management
Programming Languages
1 103 (47.03%) Java
2 60 (27.40%) SQL
3 37 (16.89%) Shell Script
4 27 (12.33%) Python
5 26 (11.87%) JavaScript
6 24 (10.96%) C#
7 14 (6.39%) Perl
7 14 (6.39%) PHP
8 10 (4.57%) Ruby
9 9 (4.11%) R
10 8 (3.65%) C++
10 8 (3.65%) T-SQL
11 3 (1.37%) ABAP
11 3 (1.37%) Scala
11 3 (1.37%) VB.NET
12 2 (0.91%) C
12 2 (0.91%) Groovy
12 2 (0.91%) PL/SQL
12 2 (0.91%) PowerShell
13 1 (0.46%) VBA
Qualifications
1 21 (9.59%) Degree
2 9 (4.11%) CISSP
3 7 (3.20%) ISEB
4 4 (1.83%) CISA
4 4 (1.83%) CISM
4 4 (1.83%) CRISC
4 4 (1.83%) ITIL Certification
5 3 (1.37%) Microsoft Certification
5 3 (1.37%) PRINCE2 Certification
6 2 (0.91%) EMC Certification
6 2 (0.91%) MCP
7 1 (0.46%) MBA
7 1 (0.46%) PhD
Quality Assurance & Compliance
1 10 (4.57%) COBIT
1 10 (4.57%) ISO/IEC 27001
1 10 (4.57%) QA
2 8 (3.65%) SLA
3 4 (1.83%) ISAE 3402
3 4 (1.83%) SSAE 16
4 1 (0.46%) Data Quality
4 1 (0.46%) PCI DSS
System Software
1 34 (15.53%) Apache Flume
2 7 (3.20%) Oracle RAC
3 6 (2.74%) Snort
4 2 (0.91%) Active Directory
4 2 (0.91%) Docker
4 2 (0.91%) Firmware
4 2 (0.91%) Virtual Machines
5 1 (0.46%) VMware Infrastructure
Systems Management
1 27 (12.33%) Oozie
2 9 (4.11%) CA Single Sign-On
3 2 (0.91%) Microsoft Intune
3 2 (0.91%) Opscode Chef
3 2 (0.91%) Puppet
4 1 (0.46%) Nagios
Vendors
1 43 (19.63%) Oracle
2 29 (13.24%) SAP
3 23 (10.50%) Hortonworks
4 17 (7.76%) IBM
4 17 (7.76%) Microsoft
5 11 (5.02%) Cognos
6 9 (4.11%) ArcSight
6 9 (4.11%) CA
6 9 (4.11%) HP
7 8 (3.65%) Teradata
8 6 (2.74%) Planview
9 5 (2.28%) Tableau
10 4 (1.83%) Intel
10 4 (1.83%) MicroStrategy
10 4 (1.83%) VMware
11 3 (1.37%) Cisco
11 3 (1.37%) Cognizant
11 3 (1.37%) EMC
11 3 (1.37%) PayPal
11 3 (1.37%) Splunk
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