The table below looks at the statistics for Big Data skills in IT jobs advertised for the East of England region. Included is a guide to the salaries offered in IT jobs that have cited Big Data over the 3 months to 21 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
21 Jan 2017
Same period 2016 Same period 2015
Big Data
England / East of England
Rank 151 145 202
Rank change year-on-year
-6 +57
Permanent jobs citing Big Data 96 122 70
As % of all permanent IT jobs located in the East of England 1.66% 1.78% 0.97%
As % of the Database & Business Intelligence category 5.80% 6.38% 3.34%
Number of salaries quoted 70 87 64
Median salary £58,500 £47,500 £45,000
Median salary % change year-on-year
+23.15% +5.55%
90% offered a salary of more than £33,500 £35,000 £30,000
10% offered a salary of more than £70,000 £65,000 £71,750
UK excluding London median salary £55,000 £52,500 £47,500
% change year-on-year
+4.76% +10.52%

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 East of England region.

Database & Business Intelligence Category
East of England
Permanent IT job ads with a match in the
Database & Business Intelligence category
1656 1912 2097
As % of all permanent IT jobs located in the East of England 28.58% 27.91% 28.96%
Number of salaries quoted 1390 1623 1702
Median salary £47,500 £45,000 £45,000
Median salary % change year-on-year
+5.55% -
90% offered a salary of more than £32,500 £30,000 £29,000
10% offered a salary of more than £65,000 £62,500 £65,000
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 the East of England

The demand trend of job ads across the East of England 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 the East of England

Big Data
Salary Trend in the East of England

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

Big Data Salary Trend in the East of England

Big Data
Salary Histogram in the East of England

This chart provides a salary histogram for IT jobs citing Big Data across the East of England region over the 3 months to 21 January 2017.

Big Data Salary Histogram in the East of England

Big Data
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Big Data within the East of England region over the 3 months to 21 January 2017. 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 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
Cambridgeshire -4 33 £50,000 +11.11% 11
Essex +29 22 £65,000 +40.54%
Hertfordshire +14 22 £65,000 +62.50% 4
Norfolk -5 12 £56,000 +34.93% 3
Suffolk -29 6 £58,500 +6.36% 1
Bedfordshire +14 2 £60,000 -7.69%
Big Data
England

Big Data
Top 30 Related IT Skills in the East of England

For the 6 months to 21 January 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 East of England region with a requirement for Big Data.

1 131 (53.04%) Java
2 97 (39.27%) Analytics
3 82 (33.20%) SQL
4 74 (29.96%) SQL Server
5 72 (29.15%) Agile Software Development
6 70 (28.34%) Python
7 67 (27.13%) Finance
8 66 (26.72%) Hadoop
9 65 (26.32%) Degree
10 62 (25.10%) Relational Database
11 56 (22.67%) Data Analytics
12 52 (21.05%) Analytical Skills
13 51 (20.65%) C#
14 49 (19.84%) Web Services
15 48 (19.43%) Visualisation
16 47 (19.03%) Software Engineering
17 45 (18.22%) Linux
18 44 (17.81%) Computer Science
19 43 (17.41%) Oracle
19 43 (17.41%) ETL
20 41 (16.60%) NoSQL
21 39 (15.79%) JavaScript
22 38 (15.38%) Business Intelligence
22 38 (15.38%) MongoDB
23 37 (14.98%) Data Visualisation
23 37 (14.98%) .NET
24 36 (14.57%) Scala
25 35 (14.17%) T-SQL
26 33 (13.36%) Apache
26 33 (13.36%) Algorithms

Big Data
Top Related IT Skills in the East of England 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 33 (13.36%) Apache
2 25 (10.12%) SAS
3 24 (9.72%) Tomcat
4 18 (7.29%) GlassFish
4 18 (7.29%) JBoss
4 18 (7.29%) WebSphere
5 12 (4.86%) Elasticsearch
6 8 (3.24%) Apache Geronimo
7 6 (2.43%) Apache Pig
7 6 (2.43%) Apache Spark
7 6 (2.43%) Confluence
8 4 (1.62%) CMS
9 2 (0.81%) Apache Solr
9 2 (0.81%) OpenStack
9 2 (0.81%) SharePoint
10 1 (0.40%) WebLogic
Applications
1 17 (6.88%) SPSS
2 7 (2.83%) MS Excel
3 1 (0.40%) MS PowerPoint
3 1 (0.40%) Weka
Business Applications
1 11 (4.45%) Dynamics CRM
2 1 (0.40%) Adobe Campaign
2 1 (0.40%) Dynamics AX
2 1 (0.40%) Dynamics NAV
2 1 (0.40%) Oracle Applications
2 1 (0.40%) Oracle BPM
Cloud Services
1 29 (11.74%) Amazon AWS
2 19 (7.69%) Microsoft Azure
3 11 (4.45%) Cloud Computing
4 6 (2.43%) GitHub
5 3 (1.21%) Google Cloud Platform
Communications & Networking
1 11 (4.45%) Internet
2 7 (2.83%) Firewall
2 7 (2.83%) HTTP
3 4 (1.62%) TCP/IP
4 2 (0.81%) Intrusion Detection
4 2 (0.81%) LDAP
5 1 (0.40%) 3G
5 1 (0.40%) 4G
5 1 (0.40%) Bluetooth
5 1 (0.40%) DHCP
5 1 (0.40%) DNS
5 1 (0.40%) Ethernet
5 1 (0.40%) Intelligent Network
5 1 (0.40%) IPsec
5 1 (0.40%) LTE
5 1 (0.40%) MQTT
5 1 (0.40%) SSL
5 1 (0.40%) Wi-Fi
Database & Business Intelligence
1 74 (29.96%) SQL Server
2 66 (26.72%) Hadoop
3 62 (25.10%) Relational Database
4 41 (16.60%) NoSQL
5 38 (15.38%) MongoDB
6 31 (12.55%) PostgreSQL
7 29 (11.74%) SQL Server Reporting Services
8 25 (10.12%) RDBMS
9 23 (9.31%) SQL Server Integration Services
10 22 (8.91%) Data Warehouse
11 21 (8.50%) MySQL
12 20 (8.10%) Apache Cassandra
13 18 (7.29%) BusinessObjects
14 16 (6.48%) GIS
15 15 (6.07%) Neo4j
16 14 (5.67%) HBase
17 13 (5.26%) Apache Hive
18 11 (4.45%) CouchDB
19 8 (3.24%) Oracle Database
20 7 (2.83%) SQL Server Analysis Services
Development Applications
1 18 (7.29%) Git (software)
2 15 (6.07%) Maven
3 12 (4.86%) NUnit
3 12 (4.86%) Team Foundation Server
4 10 (4.05%) Ranorex
4 10 (4.05%) Rhino Mocks
5 9 (3.64%) Gradle
6 8 (3.24%) JIRA
7 6 (2.43%) Eclipse
7 6 (2.43%) Jenkins
7 6 (2.43%) Mercurial
7 6 (2.43%) NetBeans
7 6 (2.43%) Subversion
7 6 (2.43%) Toad
8 5 (2.02%) Talend Open Studio
9 4 (1.62%) TeamCity
10 2 (0.81%) CocoaPods
10 2 (0.81%) Xcode
11 1 (0.40%) Ant
11 1 (0.40%) Oracle APEX
General
1 67 (27.13%) Finance
2 30 (12.15%) Marketing
3 14 (5.67%) Retail
4 9 (3.64%) Automotive
4 9 (3.64%) Games
5 6 (2.43%) Advertising
6 3 (1.21%) Publishing
7 2 (0.81%) Electronics
7 2 (0.81%) Pharmaceutical
7 2 (0.81%) Telecoms
8 1 (0.40%) Banking
Job Titles
1 127 (51.42%) Developer
2 85 (34.41%) Java Developer
3 29 (11.74%) Senior Developer
4 25 (10.12%) Data Manager
5 24 (9.72%) Architect
5 24 (9.72%) Senior Java Developer
6 23 (9.31%) Software Developer
7 19 (7.69%) Senior Manager
8 17 (6.88%) Technical Manager
9 16 (6.48%) Analytics Manager
9 16 (6.48%) Big Data Developer
9 16 (6.48%) Data Analytics Manager
9 16 (6.48%) Fraud Manager
9 16 (6.48%) Java Engineer
9 16 (6.48%) Senior Analytics Manager
9 16 (6.48%) Senior Technical Manager
10 13 (5.26%) Analyst
10 13 (5.26%) Java Software Developer
11 12 (4.86%) Lead Developer
11 12 (4.86%) Software Engineer
Libraries, Frameworks & Software Standards
1 49 (19.84%) Web Services
2 37 (14.98%) .NET
3 32 (12.96%) Spring
4 31 (12.55%) Java EE
5 24 (9.72%) JMS
6 22 (8.91%) HTML
7 21 (8.50%) REST
8 19 (7.69%) EJB
9 18 (7.29%) CSS
9 18 (7.29%) JSP
9 18 (7.29%) Servlets
9 18 (7.29%) Spring MVC
10 15 (6.07%) Ajax
10 15 (6.07%) AngularJS
10 15 (6.07%) RESTful
11 14 (5.67%) XML
12 13 (5.26%) SOAP
13 12 (4.86%) JSON
14 11 (4.45%) Swing
15 10 (4.05%) Kafka
Miscellaneous
1 52 (21.05%) Analytical Skills
2 48 (19.43%) Visualisation
3 44 (17.81%) Computer Science
4 33 (13.36%) Algorithms
5 18 (7.29%) Biology
6 16 (6.48%) Mathematics
7 14 (5.67%) Data Structures
8 13 (5.26%) Management Information System
8 13 (5.26%) Statistics
9 12 (4.86%) Data Integration
10 11 (4.45%) Internet of Things
11 9 (3.64%) User Experience
12 8 (3.24%) Life Science
13 6 (2.43%) Artificial Intelligence
13 6 (2.43%) Robotics
14 5 (2.02%) Security Operations Centre
15 4 (1.62%) Grid Computing
16 3 (1.21%) DataPower
16 3 (1.21%) Public Cloud
16 3 (1.21%) Smart Meter
Operating Systems
1 45 (18.22%) Linux
2 12 (4.86%) Windows
3 8 (3.24%) Unix
4 6 (2.43%) Android
5 5 (2.02%) Apple iOS
6 2 (0.81%) Red Hat Enterprise Linux
7 1 (0.40%) AIX
7 1 (0.40%) Windows Phone
7 1 (0.40%) Windows Server
Processes & Methodologies
1 97 (39.27%) Analytics
2 72 (29.15%) Agile Software Development
3 56 (22.67%) Data Analytics
4 47 (19.03%) Software Engineering
5 43 (17.41%) ETL
6 38 (15.38%) Business Intelligence
7 37 (14.98%) Data Visualisation
8 29 (11.74%) Scrum
9 26 (10.53%) CRM
9 26 (10.53%) Data Management
10 23 (9.31%) Master Data Management
10 23 (9.31%) MVC
10 23 (9.31%) Performance Testing
11 21 (8.50%) Data Modelling
11 21 (8.50%) Stakeholder Management
12 18 (7.29%) Bioinformatics
12 18 (7.29%) Project Management
12 18 (7.29%) SDLC
13 17 (6.88%) TDD
14 16 (6.48%) Programme Management
Programming Languages
1 131 (53.04%) Java
2 82 (33.20%) SQL
3 70 (28.34%) Python
4 51 (20.65%) C#
5 39 (15.79%) JavaScript
6 36 (14.57%) Scala
7 35 (14.17%) T-SQL
8 22 (8.91%) PL/SQL
9 16 (6.48%) VB.NET
10 14 (5.67%) C++
11 10 (4.05%) Perl
12 8 (3.24%) C
13 7 (2.83%) Lua
13 7 (2.83%) Ruby
14 5 (2.02%) R
15 4 (1.62%) ES6
15 4 (1.62%) MATLAB
16 3 (1.21%) Bash Shell
16 3 (1.21%) Objective-C
16 3 (1.21%) TypeScript
Qualifications
1 65 (26.32%) Degree
2 6 (2.43%) CISSP
3 5 (2.02%) CISM
4 2 (0.81%) PhD
5 1 (0.40%) DV Cleared
5 1 (0.40%) Postgraduate
5 1 (0.40%) SC Cleared
5 1 (0.40%) Security Cleared
Quality Assurance & Compliance
1 8 (3.24%) SLA
2 7 (2.83%) Data Quality
3 2 (0.81%) HIPAA
3 2 (0.81%) ISO/IEC 27001
3 2 (0.81%) QA
4 1 (0.40%) SDET
System Software
1 8 (3.24%) Docker
2 1 (0.40%) HDFS
Systems Management
1 10 (4.05%) HP Quality Center
2 3 (1.21%) Host Intrusion Detection System
3 1 (0.40%) Oozie
3 1 (0.40%) Opscode Chef
Vendors
1 43 (17.41%) Oracle
2 30 (12.15%) Tableau
3 27 (10.93%) Microsoft
4 21 (8.50%) SAP
5 7 (2.83%) Teradata
6 6 (2.43%) Informatica
7 5 (2.02%) Google
7 5 (2.02%) Sybase
7 5 (2.02%) Talend
8 4 (1.62%) Twitter
9 3 (1.21%) IBM
9 3 (1.21%) TOWER Software
10 2 (0.81%) Cloudera
10 2 (0.81%) Cognizant
10 2 (0.81%) Red Hat
11 1 (0.40%) Alteryx
11 1 (0.40%) Hyperion
11 1 (0.40%) JD Edwards
11 1 (0.40%) Splunk
11 1 (0.40%) Vertica
Cambridge, Cambridgeshire
X4 Group
Salary: £70k - 100k per year
Posted: Yesterday
Cambridge, Cambridgeshire
Agentis Solution
Salary: From £40,000 to £45,000 per annum
Posted: Yesterday
Norwich, Norfolk
Send
Salary: From £55,000 to £62,000 per annum + bonus + benefits
Posted: Yesterday
Cambridge, Cambridgeshire
Nakama
Salary: Up to £65,000 per annum
Posted: 2 days ago
Cambridge, Cambridgeshire
Big Wednesday Digital Ltd
Salary: £45000 - £75000 per annum + Negotiable
Posted: 2 days ago
Cambridge, Cambridgeshire
Tec Partners
Salary: £30000.00 - £55000.00 per annum
Posted: 2 days ago
St. Albans, Hertfordshire
Understanding Recruitment
Salary: £60000 - £70000 per annum + bens - pens, health + more
Posted: 6 days ago
Norwich, Norfolk
HAYS INFORMATION TECHNOLOGY
Salary: £67400.00 per annum
Posted: 5 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £45000 - £55000 per annum + shares + bens
Posted: 5 days ago
St. Albans, Hertfordshire
Understanding Recruitment
Salary: £50000 - £60000 per annum + very good bonus
Posted: 6 days ago
Norwich, Norfolk
Aviva
Salary: From £24,000 to £30,000 per annum
Posted: 9 days ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £40000 - £65000 per annum + Great Benefits Package
Posted: 3 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £32000 - £35000 per annum + benefits
Posted: 6 days ago
Cambridgeshire
Lawrence Harvey Enterprise
Salary: £35000.00 - £50000.00 per annum
Posted: 5 days ago
Cambridge, Cambridgeshire
Oliver Bernard
Salary: £20000 - £45000 per annum
Posted: 5 days ago
Raf Mildenhall, Suffolk
RB
Posted: 3 days ago
Cambridge
Churchill Frank
Salary: £50000 - £60000 per annum
Posted: 16 days ago