The table below looks at the statistics for Big Data Analytics skills in IT jobs advertised across the UK. Included is a guide to the average salaries offered in IT jobs that have cited Big Data Analytics over the 3 months to 5 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
5 Feb 2016
Same period 2015 Same period 2014
Big Data Analytics
Rank 804 851 907
Rank change year-on-year
+47 +56
Permanent jobs citing Big Data Analytics 147 90 42
As % of all permanent IT jobs located in the UK 0.14% 0.086% 0.041%
As % of the Processes & Methodologies category 0.17% 0.10% 0.048%
Number of salaries quoted 106 75 36
Average salary £65,000 £62,500 £65,000
Average salary % change year-on-year
+4.00% -3.84%
90% offered a salary of more than £40,000 £40,000 £46,250
10% offered a salary of more than £80,000 £80,000 £105,000
UK excluding London average salary £62,500 £60,000 £53,750
% change year-on-year
+4.16% +11.62%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised across the UK.

Processes & Methodologies Category
UK
Permanent IT job ads with a match in the
Processes & Methodologies category
88106 89047 87460
As % of all permanent IT jobs located in the UK 86.81% 85.16% 84.87%
Number of salaries quoted 73200 73150 69679
Average salary £50,000 £47,500 £47,500
Average salary % change year-on-year
+5.26% -
90% offered a salary of more than £32,500 £31,500 £31,000
10% offered a salary of more than £75,000 £75,000 £72,500
UK excluding London average salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -

Big Data Analytics
Jobs Demand Trend

This chart provides the 3-month moving total of permanent IT jobs citing Big Data Analytics within the UK as a proportion of the total demand within the Processes & Methodologies category.

Big Data Analytics Jobs Demand Trend in the UK

Big Data Analytics
Salary Trend

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

Big Data Analytics Salary Trend in the UK

Big Data Analytics
Salary Histogram

This chart provides a salary histogram for IT jobs citing Big Data Analytics over the 3 months to 5 February 2016 within the UK.

Big Data Analytics Salary Histogram in the UK

Big Data Analytics
Top 30 Job Locations

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Big Data Analytics within the UK over the 3 months to 5 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
England +65 140 £65,000 +4.00% 24
London +23 87 £65,000 +1.96% 16
South East +18 33 £60,000 -7.69% 3
City of London +49 17 £70,000 +3.70% 5
Berkshire +16 17 £52,500 -19.23% 2
Oxfordshire - 11 £60,000 - 1
Birmingham -1 9 - -
West Midlands -11 9 - -
Yorkshire - 9 - -
Leeds - 9 - -
West Yorkshire - 9 - -
Slough - 8 £100,000 -
Reading +10 5 - -
Harrow - 4 £47,500 -
Oxford - 4 £65,000 -
Gloucestershire +4 3 - - 2
Surrey +2 3 £26,000 -59.21%
South West -7 3 - - 2
Cheltenham - 3 - - 1
Hampshire +12 2 £47,500 -
Egham - 2 £26,000 -
Southampton - 2 £47,500 -
East of England - 2 £70,000 - 2
North West +6 1 £75,000 +42.85% 1
Guildford 0 1 £62,500 -
Stevenage - 1 £65,000 - 1
Peterborough - 1 £75,000 - 1
Newbury - 1 £65,000 -
Hertfordshire - 1 £65,000 - 1
Cambridgeshire - 1 £75,000 - 1

Big Data Analytics
Top 30 Related IT Skills

For the 6 months to 5 February 2016, IT jobs within the UK citing Big Data Analytics 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 Analytics.

1 274 (100.00%) Big Data
2 271 (98.91%) Analytics
3 259 (94.53%) Data Analytics
4 140 (51.09%) Hadoop
5 125 (45.62%) Java
6 87 (31.75%) SQL
7 86 (31.39%) Python
8 78 (28.47%) Agile Software Development
9 70 (25.55%) Business Intelligence
10 68 (24.82%) Oracle
11 66 (24.09%) ETL
12 64 (23.36%) NoSQL
13 63 (22.99%) Linux
14 61 (22.26%) MongoDB
15 60 (21.90%) Degree
16 58 (21.17%) Computer Science
17 56 (20.44%) Analytical Skills
18 50 (18.25%) Data Warehouse
19 49 (17.88%) Visualisation
20 46 (16.79%) C#
21 45 (16.42%) R
22 43 (15.69%) MySQL
22 43 (15.69%) Software Engineering
23 42 (15.33%) PhD
24 40 (14.60%) Data Modelling
24 40 (14.60%) C++
25 39 (14.23%) SQL Server
25 39 (14.23%) Finance
26 37 (13.50%) Retail
26 37 (13.50%) HTML

Big Data Analytics
Top Related IT Skills by Category

For the 6 months to 5 February 2016, IT jobs within the UK citing Big Data Analytics 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 Analytics. Up to 20 skills are shown per category.

Application Platforms
1 36 (13.14%) Apache Pig
2 30 (10.95%) Node.js
2 30 (10.95%) SAS
3 27 (9.85%) Apache Spark
4 16 (5.84%) Elasticsearch
5 13 (4.74%) Mule
6 6 (2.19%) Apache
7 1 (0.36%) CMS
7 1 (0.36%) IIS
7 1 (0.36%) OpenStack
7 1 (0.36%) SharePoint Server
Applications
1 20 (7.30%) MS Excel
2 13 (4.74%) MS PowerPoint
3 9 (3.28%) SPSS
4 2 (0.73%) MS Office
Business Applications
1 3 (1.09%) SAP Oil and Gas
Cloud Services
1 16 (5.84%) Amazon AWS
1 16 (5.84%) SaaS
2 11 (4.01%) GitHub
3 5 (1.82%) Cloud Computing
3 5 (1.82%) Google Analytics
3 5 (1.82%) Microsoft Azure
4 2 (0.73%) Adobe Analytics
Communications & Networking
1 13 (4.74%) WebEx
2 8 (2.92%) Bluetooth
2 8 (2.92%) Wi-Fi
2 8 (2.92%) Wireless
3 2 (0.73%) HTTPS
3 2 (0.73%) Unified Communications
4 1 (0.36%) Firewall
4 1 (0.36%) HTTP
4 1 (0.36%) Intrusion Detection
4 1 (0.36%) Kerberos
4 1 (0.36%) LAN
4 1 (0.36%) TCP/IP
4 1 (0.36%) WAN
Database & Business Intelligence
1 274 (100.00%) Big Data
2 140 (51.09%) Hadoop
3 64 (23.36%) NoSQL
4 61 (22.26%) MongoDB
5 50 (18.25%) Data Warehouse
6 43 (15.69%) MySQL
7 39 (14.23%) SQL Server
8 37 (13.50%) Apache Hive
9 34 (12.41%) Data Mining
10 30 (10.95%) PostgreSQL
11 23 (8.39%) Apache Cassandra
12 21 (7.66%) Relational Database
13 19 (6.93%) HBase
14 18 (6.57%) Oracle BI EE
14 18 (6.57%) Oracle Exadata
14 18 (6.57%) SQL Server Integration Services
15 17 (6.20%) Redis
16 16 (5.84%) Neo4j
16 16 (5.84%) RDBMS
16 16 (5.84%) SQL Server 2012
Development Applications
1 35 (12.77%) JIRA
2 28 (10.22%) Jenkins
3 19 (6.93%) JUnit
4 18 (6.57%) Talend Open Studio
5 15 (5.47%) Checkstyle
5 15 (5.47%) FindBugs
5 15 (5.47%) JIRA Agile
5 15 (5.47%) Subversion
5 15 (5.47%) Toad
6 14 (5.11%) Oracle APEX
7 13 (4.74%) Hudson
8 11 (4.01%) Git (software)
9 5 (1.82%) ClearCase
10 4 (1.46%) Maven
10 4 (1.46%) Selenium
11 3 (1.09%) Vagrant
12 2 (0.73%) TeamCity
13 1 (0.36%) ERwin
13 1 (0.36%) PowerDesigner
General
1 39 (14.23%) Finance
2 37 (13.50%) Retail
3 36 (13.14%) Marketing
4 21 (7.66%) Banking
5 20 (7.30%) Telecoms
6 18 (6.57%) Games
7 13 (4.74%) Legal
8 8 (2.92%) Pharmaceutical
9 6 (2.19%) Military
9 6 (2.19%) Publishing
10 5 (1.82%) Law
11 4 (1.46%) Electronics
12 3 (1.09%) Advertising
12 3 (1.09%) Manufacturing
13 1 (0.36%) Financial Institution
13 1 (0.36%) Front Office
Job Titles
1 66 (24.09%) Architect
2 52 (18.98%) Data Scientist
3 48 (17.52%) Developer
4 36 (13.14%) Analyst
5 34 (12.41%) Data Architect
6 33 (12.04%) Consultant
7 32 (11.68%) Big Data Architect
8 31 (11.31%) Data Analyst
9 30 (10.95%) Data Consultant
10 28 (10.22%) Big Data Consultant
11 26 (9.49%) Data Analytics Architect
12 23 (8.39%) Big Data Analyst
13 20 (7.30%) Big Data Manager
14 19 (6.93%) Big Data Developer
15 18 (6.57%) Big Data Engineer
15 18 (6.57%) Business Intelligence Architect
16 17 (6.20%) Java Developer
17 16 (5.84%) Senior Manager
17 16 (5.84%) Technical Architect
18 15 (5.47%) Data Analytics Manager
Libraries, Frameworks & Software Standards
1 37 (13.50%) HTML
2 34 (12.41%) AngularJS
3 32 (11.68%) Spring
4 30 (10.95%) HTML5
5 21 (7.66%) XML
6 19 (6.93%) Middleware
7 18 (6.57%) CSS
8 15 (5.47%) Hibernate
9 12 (4.38%) CSS3
9 12 (4.38%) Twitter Bootstrap
10 10 (3.65%) Natural Language Processing
10 10 (3.65%) Spring XD
11 9 (3.28%) XSD
12 8 (2.92%) Apache Camel
12 8 (2.92%) Kafka
13 7 (2.55%) jQuery
13 7 (2.55%) Struts
14 6 (2.19%) J2EE
14 6 (2.19%) REST
15 5 (1.82%) LAMP
Miscellaneous
1 58 (21.17%) Computer Science
2 56 (20.44%) Analytical Skills
3 49 (17.88%) Visualisation
4 36 (13.14%) Mathematics
5 34 (12.41%) Algorithms
5 34 (12.41%) Statistics
6 26 (9.49%) Data Integration
7 14 (5.11%) Physics
8 13 (4.74%) Data Conversion
8 13 (4.74%) Public Cloud
9 10 (3.65%) Mobile App
10 8 (2.92%) PKI
11 7 (2.55%) Video on Demand
12 6 (2.19%) Management Information System
13 5 (1.82%) Artificial Intelligence
13 5 (1.82%) Cyberthreat
13 5 (1.82%) PMI
14 4 (1.46%) Hedge funds
14 4 (1.46%) Replication
14 4 (1.46%) Security Operations Centre
Operating Systems
1 63 (22.99%) Linux
2 37 (13.50%) Unix
3 16 (5.84%) Android
4 15 (5.47%) Apple iOS
5 10 (3.65%) Windows
6 1 (0.36%) CentOS
6 1 (0.36%) Oracle Linux
6 1 (0.36%) Windows Server
6 1 (0.36%) Windows Server 2012
Processes & Methodologies
1 271 (98.91%) Analytics
2 259 (94.53%) Data Analytics
3 78 (28.47%) Agile Software Development
4 70 (25.55%) Business Intelligence
5 66 (24.09%) ETL
6 43 (15.69%) Software Engineering
7 40 (14.60%) Data Modelling
8 36 (13.14%) DevOps
8 36 (13.14%) Machine Learning
8 36 (13.14%) Project Management
9 35 (12.77%) Data Management
10 29 (10.58%) Presales
11 27 (9.85%) E-Commerce
12 25 (9.12%) Open Source
13 23 (8.39%) TDD
14 21 (7.66%) Information Management
15 20 (7.30%) Predictive Modelling
15 20 (7.30%) SOA
15 20 (7.30%) TOGAF
16 19 (6.93%) Data Governance
Programming Languages
1 125 (45.62%) Java
2 87 (31.75%) SQL
3 86 (31.39%) Python
4 46 (16.79%) C#
5 45 (16.42%) R
6 40 (14.60%) C++
7 36 (13.14%) JavaScript
8 30 (10.95%) C
9 24 (8.76%) Ruby
10 19 (6.93%) Scala
11 17 (6.20%) PL/SQL
12 16 (5.84%) Shell Script
13 13 (4.74%) Groovy
14 12 (4.38%) Perl
15 11 (4.01%) MATLAB
16 8 (2.92%) Clojure
17 6 (2.19%) PHP
17 6 (2.19%) T-SQL
18 3 (1.09%) Bash Shell
19 2 (0.73%) VBA
Qualifications
1 60 (21.90%) Degree
2 42 (15.33%) PhD
3 19 (6.93%) Security Cleared
4 17 (6.20%) SC Cleared
5 14 (5.11%) MBA
6 9 (3.28%) DV Cleared
7 5 (1.82%) Oracle Certification
7 5 (1.82%) PMI Certification
7 5 (1.82%) PMP
8 4 (1.46%) BPSS Clearance
8 4 (1.46%) Six Sigma Black Belt
9 2 (0.73%) ISTQB
10 1 (0.36%) Postgraduate
Quality Assurance & Compliance
1 11 (4.01%) QA
2 6 (2.19%) Data Quality
System Software
1 21 (7.66%) VMware Infrastructure
2 18 (6.57%) HDFS
3 8 (2.92%) Hyper-V
4 4 (1.46%) Apache Flume
5 3 (1.09%) Docker
Systems Management
1 21 (7.66%) Puppet
2 6 (2.19%) Opscode Chef
3 5 (1.82%) Oozie
4 2 (0.73%) Packer
4 2 (0.73%) QRadar
5 1 (0.36%) Hadoop YARN
5 1 (0.36%) MOM
5 1 (0.36%) Salt
Vendors
1 68 (24.82%) Oracle
2 31 (11.31%) Microsoft
3 26 (9.49%) VMware
4 19 (6.93%) Greenplum
4 19 (6.93%) Splunk
5 18 (6.57%) Talend
6 16 (5.84%) Cloudera
7 15 (5.47%) Hortonworks
8 13 (4.74%) AppDynamics
8 13 (4.74%) Informatica
8 13 (4.74%) MuleSoft
8 13 (4.74%) Tableau
9 12 (4.38%) SAP
10 11 (4.01%) Cognos
10 11 (4.01%) Netezza
11 7 (2.55%) IBM
11 7 (2.55%) Teradata
12 6 (2.19%) Google
13 5 (1.82%) Sybase
14 4 (1.46%) EMC
London
Jonathan Garth
Salary: From £90,000 to £120,000 per annum
Posted: 3 days ago
London
Salt
Salary: £45000 - £65000 per annum + Excellent Benefits
Posted: 3 days ago
Central London / West End
ANSON MCCADE
Salary: £35,000 - £53,000 + bonus and benefits
Posted: 3 days ago
Central London / West End
ANSON MCCADE
Salary: £35,000 - £70,000 + strong package
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £40-60k plus excellent benefits
Posted: 4 days ago
Central London / West End
ANSON MCCADE
Salary: £35,000 - £70,000 + bonus and benefits
Posted: 5 days ago
City, London
EXCELerate
Salary: From £65,000 to £70,000 per annum £70k + Health, Life Insurance, Pens
Posted: 5 days ago
City, London
Informatiq Consulting
Salary: £50000 - £70000 per annum + bens
Posted: 5 days ago
City, London
First Point
Salary: £70000.00 - £90000.00 per annum
Posted: 5 days ago
Gloucestershire
Informatiq Consulting
Salary: £40000 - £55000 per annum + bens
Posted: 6 days ago
Cheltenham, Gloucestershire
Evolution Recruitment Solutions
Salary: Competitive Salary - please contact for further details
Posted: 6 days ago
West London
Optima Connections
Salary: From £60,000 to £70,000 per annum Bonus + Benefits
Posted: 6 days ago
South West London
Evolution Recruitment Solutions
Salary: Competitive Salary - Please contact for further details
Posted: 6 days ago
Oxfordshire
Haybrook IT Resourcing Ltd
Salary: Up to £60,000 per annum
Posted: 6 days ago
London
Recruitment Revolution Limited
Salary: up to £35,000 + Excellent Benefits and Perks Package
Posted: 8 days ago
London
Comparethemarket.com
Salary: Up to £90,000 + Bonus + Benefits
Posted: 13 days ago
Stevenage
Hays Specialist Recruitment Ltd
Salary: £60000.00 - £70000.00 per annum + bonus, car allowance and ben's
Posted: 13 days ago
London
comparethemarket.com
Salary: Up to £93,500 + Bonus + Benefits
Posted: 24 days ago
Peterborough, Cambridgeshire
comparethemarket.com
Salary: Up to £90,000 + Bonus + Benefits
Posted: 24 days ago
City, London
Talex Index LTD.
Salary: Unspecified competitive
Posted: 24 days ago
Manchester
Computer Futures
Salary: £12000 - £150000 per annum + Package, Bens
Posted: 25 days ago