The table below looks at the statistics for Big Data skills in IT jobs advertised for the Berkshire region. Included is a guide to the average salaries offered in IT jobs that have cited Big Data over the 3 months to 10 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
10 Feb 2016
Same period 2015 Same period 2014
Big Data
Rank 63 174 204
Rank change year-on-year
+111 +30
Permanent jobs citing Big Data 209 51 23
As % of all permanent IT jobs located in Berkshire 4.06% 0.92% 0.42%
As % of the Database & Business Intelligence category 13.88% 3.85% 1.45%
Number of salaries quoted 169 39 18
Average salary £50,000 £62,500 £77,500
Average salary % change year-on-year
-20.00% -19.35%
90% offered a salary of more than £33,000 £52,000 £36,500
10% offered a salary of more than £70,000 £92,500 £85,000
UK excluding London average salary £50,000 £50,000 £50,000
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 Berkshire region.

Database & Business Intelligence Category
Berkshire
Permanent IT job ads with a match in the
Database & Business Intelligence category
1506 1326 1584
As % of all permanent IT jobs located in Berkshire 29.22% 23.88% 29.26%
Number of salaries quoted 1300 1092 1260
Average salary £48,500 £47,500 £45,000
Average salary % change year-on-year
+2.10% +5.55%
90% offered a salary of more than £32,500 £32,500 £33,000
10% offered a salary of more than £70,000 £65,000 £70,000
UK excluding London average salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Big Data
Jobs Demand Trend in Berkshire

This chart provides a 3-month moving total of permanent IT jobs citing Big Data across the Berkshire region as a proportion of the total demand within the Database & Business Intelligence category.

Big Data Jobs Demand Trend in Berkshire

Big Data
Salary Trend in Berkshire

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

Big Data Salary Trend in Berkshire

Big Data
Salary Histogram in Berkshire

This chart provides a salary histogram for IT jobs citing Big Data across the Berkshire region over the 3 months to 10 February 2016.

Big Data Salary Histogram in Berkshire

Big Data
Job Locations in Berkshire

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Big Data within the Berkshire region over the 3 months to 10 February 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Reading +88 159 £45,000 -30.76% 3
Slough +14 14 £86,250 +38.00% 2
Newbury - 6 £51,250 - 1
Bracknell - 4 £65,000 - 2
Big Data
South East

Big Data
Top 30 Related IT Skills in Berkshire

For the 6 months to 10 February 2016, IT jobs across the Berkshire region citing Big Data also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Big Data.

1 152 (40.97%) Smart Meter
2 134 (36.12%) Analytics
3 129 (34.77%) Degree
4 120 (32.35%) Mobile App
5 104 (28.03%) SQL
6 101 (27.22%) Business Intelligence
6 101 (27.22%) Agile Software Development
7 99 (26.68%) ITIL
8 90 (24.26%) CITP
9 86 (23.18%) Java
10 82 (22.10%) NoSQL
11 79 (21.29%) Change Management
12 75 (20.22%) Finance
13 74 (19.95%) Management Information System
14 71 (19.14%) .NET
15 68 (18.33%) TOGAF
16 67 (18.06%) Oracle
16 67 (18.06%) SQL Server
17 64 (17.25%) ISO 9001
17 64 (17.25%) Retail
18 54 (14.56%) Project Management
18 54 (14.56%) Telecoms
19 53 (14.29%) Data Management
20 52 (14.02%) Hadoop
20 52 (14.02%) Predictive Analytics
21 49 (13.21%) Data Mining
21 49 (13.21%) SAP
21 49 (13.21%) Analytical Skills
22 48 (12.94%) C#
23 47 (12.67%) Microsoft

Big Data
Top Related IT Skills in Berkshire by Category

For the 6 months to 10 February 2016, IT jobs across the Berkshire region citing Big Data also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Big Data. Up to 20 skills are shown per category.

Application Platforms
1 20 (5.39%) Apache Spark
2 17 (4.58%) Apache
3 15 (4.04%) Apache Pig
4 12 (3.23%) SAS
5 4 (1.08%) Elasticsearch
6 1 (0.27%) Exchange Server 2007
6 1 (0.27%) Exchange Server 2013
6 1 (0.27%) MS Exchange
6 1 (0.27%) Node.js
6 1 (0.27%) SharePoint
6 1 (0.27%) Skype for Business
6 1 (0.27%) WebSphere
6 1 (0.27%) WebSphere Application Server
Applications
1 34 (9.16%) SPSS
2 16 (4.31%) MS Excel
Business Applications
1 9 (2.43%) SAP Oil and Gas
2 6 (1.62%) SAP HR
2 6 (1.62%) SAP Payroll
3 4 (1.08%) SAP CRM
4 1 (0.27%) Eloqua
4 1 (0.27%) SAP PM
4 1 (0.27%) SAP PS
Cloud Services
1 18 (4.85%) Amazon AWS
1 18 (4.85%) SaaS
2 14 (3.77%) Microsoft Azure
3 6 (1.62%) Cloud Computing
4 4 (1.08%) GitHub
Communications & Networking
1 8 (2.16%) Wireless
2 7 (1.89%) Intrusion Detection
3 5 (1.35%) Broadband
3 5 (1.35%) VoLTE
4 4 (1.08%) Internet
5 3 (0.81%) SSL
6 2 (0.54%) 4G
6 2 (0.54%) DAB
6 2 (0.54%) Firewall
6 2 (0.54%) GPRS
6 2 (0.54%) GSM
6 2 (0.54%) IPv6
6 2 (0.54%) Junos
6 2 (0.54%) LAN
6 2 (0.54%) UMTS
6 2 (0.54%) WAN
7 1 (0.27%) TCP/IP
Database & Business Intelligence
1 82 (22.10%) NoSQL
2 67 (18.06%) SQL Server
3 52 (14.02%) Hadoop
4 49 (13.21%) Data Mining
5 45 (12.13%) MongoDB
6 40 (10.78%) BusinessObjects
7 39 (10.51%) Apache Cassandra
8 36 (9.70%) Relational Database
9 31 (8.36%) Data Warehouse
10 28 (7.55%) GIS
11 26 (7.01%) RDBMS
12 24 (6.47%) Redis
13 16 (4.31%) MySQL
14 15 (4.04%) Apache Hive
14 15 (4.04%) HBase
15 14 (3.77%) Text Mining
16 13 (3.50%) DataStage
16 13 (3.50%) IBM InfoSphere
17 11 (2.96%) SQL Server 2014
18 10 (2.70%) CouchDB
Development Applications
1 35 (9.43%) ERwin
2 12 (3.23%) Jenkins
3 11 (2.96%) Git (software)
4 9 (2.43%) Selenium
5 8 (2.16%) Cucumber
5 8 (2.16%) Eclipse
5 8 (2.16%) IntelliJ
5 8 (2.16%) JUnit
5 8 (2.16%) Subversion
6 6 (1.62%) JIRA
7 5 (1.35%) TeamCity
7 5 (1.35%) Visual Studio
8 1 (0.27%) Ant
8 1 (0.27%) Maven
General
1 75 (20.22%) Finance
2 64 (17.25%) Retail
3 54 (14.56%) Telecoms
4 29 (7.82%) Billing
5 21 (5.66%) Legal
6 18 (4.85%) Banking
6 18 (4.85%) Marketing
7 9 (2.43%) Law
7 9 (2.43%) Publishing
8 6 (1.62%) Automotive
8 6 (1.62%) Pharmaceutical
9 3 (0.81%) Advertising
10 1 (0.27%) Brand Awareness
10 1 (0.27%) Electronics
10 1 (0.27%) Manufacturing
Job Titles
1 71 (19.14%) Analyst
2 67 (18.06%) Architect
3 62 (16.71%) Developer
4 35 (9.43%) Data Architect
5 24 (6.47%) Senior Architect
6 22 (5.93%) Data Analyst
7 21 (5.66%) Business Analyst
7 21 (5.66%) Senior Data Architect
8 20 (5.39%) .NET Developer
9 19 (5.12%) Senior Manager
10 18 (4.85%) Senior Developer
11 17 (4.58%) C# Developer
12 15 (4.04%) Business Intelligence Architect
12 15 (4.04%) Business Manager
12 15 (4.04%) Java Developer
13 14 (3.77%) Business Relationship Manager
13 14 (3.77%) Relationships Manager
14 13 (3.50%) Big Data Architect
14 13 (3.50%) Programme Manager
15 12 (3.23%) Lead Business Analyst
Libraries, Frameworks & Software Standards
1 71 (19.14%) .NET
2 36 (9.70%) HTML
3 35 (9.43%) CSS
4 27 (7.28%) jQuery
5 21 (5.66%) Web Services
6 19 (5.12%) Middleware
7 18 (4.85%) ASP.NET
8 14 (3.77%) AngularJS
8 14 (3.77%) Kafka
8 14 (3.77%) Lucene
8 14 (3.77%) WCF
9 12 (3.23%) RESTful
10 9 (2.43%) .NET Framework
10 9 (2.43%) Highcharts JS
10 9 (2.43%) Natural Language Processing
11 8 (2.16%) Akka
11 8 (2.16%) Gherkin
12 6 (1.62%) JSON
12 6 (1.62%) LINQ
13 5 (1.35%) WPF
Miscellaneous
1 152 (40.97%) Smart Meter
2 120 (32.35%) Mobile App
3 74 (19.95%) Management Information System
4 49 (13.21%) Analytical Skills
5 41 (11.05%) Computer Science
6 21 (5.66%) Data Structures
6 21 (5.66%) Freedom of Information
7 19 (5.12%) Algorithms
8 14 (3.77%) Visualisation
9 13 (3.50%) Economics
10 12 (3.23%) Data Integration
11 11 (2.96%) Data Conversion
11 11 (2.96%) Enterprise Software
11 11 (2.96%) Public Cloud
11 11 (2.96%) Social Media
12 9 (2.43%) Replication
13 8 (2.16%) User Experience
14 7 (1.89%) Data Centre
15 6 (1.62%) Data Extraction
15 6 (1.62%) SCADA
Operating Systems
1 34 (9.16%) Windows
2 21 (5.66%) Apple iOS
3 19 (5.12%) Linux
4 16 (4.31%) Android
5 6 (1.62%) CentOS
6 4 (1.08%) Red Hat Enterprise Linux
7 3 (0.81%) Windows Server
8 1 (0.27%) Mac OS X
8 1 (0.27%) Ubuntu
8 1 (0.27%) Unix
8 1 (0.27%) Windows Server 2008
8 1 (0.27%) Windows Server 2012
Processes & Methodologies
1 134 (36.12%) Analytics
2 101 (27.22%) Agile Software Development
2 101 (27.22%) Business Intelligence
3 99 (26.68%) ITIL
4 79 (21.29%) Change Management
5 68 (18.33%) TOGAF
6 54 (14.56%) Project Management
7 53 (14.29%) Data Management
8 52 (14.02%) Predictive Analytics
9 45 (12.13%) Data Architecture
9 45 (12.13%) Scrum
10 44 (11.86%) Business Analysis
11 39 (10.51%) ETL
12 38 (10.24%) Data Analysis
12 38 (10.24%) Information Management
13 35 (9.43%) Enterprise Architecture
13 35 (9.43%) Migration
14 33 (8.89%) Data Modelling
14 33 (8.89%) Quality Management
15 32 (8.63%) CRM
Programming Languages
1 104 (28.03%) SQL
2 86 (23.18%) Java
3 48 (12.94%) C#
4 37 (9.97%) JavaScript
5 34 (9.16%) Python
6 20 (5.39%) R
7 16 (4.31%) Scala
8 12 (3.23%) C
9 5 (1.35%) PHP
10 4 (1.08%) Bash Shell
10 4 (1.08%) Ruby
11 3 (0.81%) Go
11 3 (0.81%) Perl
12 2 (0.54%) PowerShell
13 1 (0.27%) PL/SQL
Qualifications
1 129 (34.77%) Degree
2 90 (24.26%) CITP
3 23 (6.20%) Microsoft Certification
4 22 (5.93%) PMI Certification
4 22 (5.93%) PMP
5 19 (5.12%) Security Cleared
6 16 (4.31%) Microsoft Certified Architect
7 12 (3.23%) ISACA
7 12 (3.23%) PRINCE2 Certification
8 9 (2.43%) CISSP
9 8 (2.16%) CISA
9 8 (2.16%) CISM
9 8 (2.16%) ISSEP
9 8 (2.16%) MBA
10 6 (1.62%) SC Cleared
11 5 (1.35%) ITIL Certification
11 5 (1.35%) MCTS
12 4 (1.08%) DV Cleared
13 3 (0.81%) Cisco Certification
13 3 (0.81%) Oracle Certification
Quality Assurance & Compliance
1 64 (17.25%) ISO 9001
2 35 (9.43%) ISO/IEC 20000
3 21 (5.66%) TickIT
4 15 (4.04%) QA
5 8 (2.16%) Data Quality
6 4 (1.08%) SLA
7 2 (0.54%) ISO/IEC 27001
8 1 (0.27%) COBIT
System Software
1 16 (4.31%) HDFS
2 3 (0.81%) Active Directory
2 3 (0.81%) Docker
3 2 (0.54%) VMware ESXi
3 2 (0.54%) VMware Infrastructure
Systems Management
1 5 (1.35%) EnCase
2 3 (0.81%) Nagios
2 3 (0.81%) ZABBIX
3 2 (0.54%) CA Spectrum
3 2 (0.54%) Puppet
4 1 (0.27%) Opscode Chef
4 1 (0.27%) Rundeck
4 1 (0.27%) Symantec Enterprise Vault
Vendors
1 67 (18.06%) Oracle
2 49 (13.21%) SAP
3 47 (12.67%) Microsoft
4 29 (7.82%) Splunk
5 23 (6.20%) ESRI
6 14 (3.77%) Xamarin
7 12 (3.23%) Tableau
8 9 (2.43%) Telerik
9 8 (2.16%) Cisco
10 7 (1.89%) IBM
11 6 (1.62%) Ab Initio
11 6 (1.62%) Teradata
12 5 (1.35%) Cognizant
12 5 (1.35%) Fortinet
12 5 (1.35%) Trend Micro
13 4 (1.08%) HP
13 4 (1.08%) webMethods
14 3 (0.81%) Juniper
14 3 (0.81%) Qualys
14 3 (0.81%) Sourcefire
Reading, Berkshire
Marcus Donald People
Salary: £45000 - £50000 per annum
Posted: 2 days ago
Slough
Computer Futures
Salary: £100000 - £125000 per annum + OTE, Package
Posted: 2 days ago
Slough, Berkshire
Quant Capital
Salary: Up to £45,000 per annum
Posted: 6 days ago
Newbury, Berkshire
SLR Consultants
Posted: 7 days ago
Bracknell
Computer Futures
Salary: £70000 - £100000 per annum + competitive
Posted: 16 days ago
Reading
Computer Futures
Salary: £70000 - £100000 per annum + competitive
Posted: 17 days ago