The table below looks at the statistics for Data Analytics skills in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited Data Analytics over the 3 months to 24 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 May 2016
Same period 2015 Same period 2014
Data Analytics
Rank 260 383 442
Rank change year-on-year
+123 +59
Permanent jobs citing Data Analytics 1162 780 672
As % of all permanent IT jobs located in England 1.26% 0.78% 0.60%
As % of the Processes & Methodologies category 1.43% 0.91% 0.71%
Number of salaries quoted 966 587 521
Median salary £60,000 £55,000 £50,000
Median salary % change year-on-year
+9.09% +10.00%
90% offered a salary of more than £35,000 £36,800 £32,500
10% offered a salary of more than £90,000 £98,500 £85,000
UK excluding London median salary £51,459 £45,000 £46,000
% change year-on-year
+14.35% -2.17%
Data Analytics
UK

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

Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
81094 85836 94997
As % of all permanent IT jobs located in England 87.93% 86.29% 85.41%
Number of salaries quoted 68286 70492 77872
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £32,000 £31,500
10% offered a salary of more than £77,500 £72,500 £75,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Analytics
Jobs Demand Trend in England

The demand trend of job ads across the England region citing Data Analytics as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Analytics Jobs Demand Trend in England

Data Analytics
Salary Trend in England

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

Data Analytics Salary Trend in England

Data Analytics
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Data Analytics across the England region over the 3 months to 24 May 2016.

Data Analytics Salary Histogram in England

Data Analytics
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analytics within the England region over the 3 months to 24 May 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
London +40 713 £62,500 +4.16% 81
South East +116 140 £55,500 +8.29% 30
South West +74 93 £52,500 +31.25% 8
East of England +50 63 £50,000 +25.00% 8
Yorkshire +50 43 £50,000 -50.00% 6
North West +50 39 £40,000 -15.78% 12
East Midlands +31 38 £50,000 +5.26% 1
West Midlands -4 23 £60,000 +76.47% 5
North East - 9 £57,383 -
Data Analytics
UK

Data Analytics
Top 30 Related IT Skills in England

For the 6 months to 24 May 2016, IT jobs citing Data Analytics 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 England region with a requirement for Data Analytics.

1 2246 (100.00%) Analytics
2 848 (37.76%) Big Data
3 807 (35.93%) SQL
4 661 (29.43%) Business Intelligence
5 632 (28.14%) Finance
6 545 (24.27%) Hadoop
7 525 (23.37%) Analytical Skills
8 515 (22.93%) Agile Software Development
9 489 (21.77%) Degree
10 461 (20.53%) Python
11 456 (20.30%) Java
12 360 (16.03%) Visualisation
13 333 (14.83%) SAS
14 330 (14.69%) SQL Server
15 318 (14.16%) Big Data Analytics
16 313 (13.94%) ETL
17 308 (13.71%) Data Warehouse
18 305 (13.58%) Oracle
19 293 (13.05%) Tableau
20 286 (12.73%) Computer Science
21 285 (12.69%) R
22 284 (12.64%) Machine Learning
23 265 (11.80%) NoSQL
24 258 (11.49%) Marketing
24 258 (11.49%) Data Analysis
25 242 (10.77%) Microsoft
26 235 (10.46%) Data Modelling
27 227 (10.11%) Data Management
28 225 (10.02%) JavaScript
29 224 (9.97%) Data Visualisation

Data Analytics
Top Related IT Skills in 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
1 333 (14.83%) SAS
2 190 (8.46%) Apache Spark
3 93 (4.14%) Node.js
4 88 (3.92%) Apache Pig
5 40 (1.78%) Elasticsearch
6 31 (1.38%) SharePoint
7 30 (1.34%) CMS
8 28 (1.25%) Apache
9 19 (0.85%) Tomcat
10 14 (0.62%) Mule
11 12 (0.53%) WebLogic
12 11 (0.49%) Apache Solr
12 11 (0.49%) WordPress
13 10 (0.45%) IIS
13 10 (0.45%) MS Exchange
14 9 (0.40%) GlassFish
14 9 (0.40%) Skype for Business
15 6 (0.27%) MQSeries
16 5 (0.22%) Drupal
17 4 (0.18%) Exchange Server 2010
Applications
1 178 (7.93%) MS Excel
2 147 (6.54%) SPSS
3 38 (1.69%) MS PowerPoint
4 37 (1.65%) MS Office
5 28 (1.25%) MS Visio
6 8 (0.36%) GNU Octave
7 7 (0.31%) MS Project
7 7 (0.31%) Spreadsheet
8 5 (0.22%) OmniGraffle
9 1 (0.045%) Adobe Creative Suite
9 1 (0.045%) Adobe Illustrator
9 1 (0.045%) EViews
9 1 (0.045%) Mathcad
9 1 (0.045%) Photoshop
9 1 (0.045%) Stata
Business Applications
1 24 (1.07%) SAP Oil and Gas
2 16 (0.71%) Dynamics CRM
3 10 (0.45%) Adobe Campaign
3 10 (0.45%) WebTrends
4 7 (0.31%) Dynamics AX
5 6 (0.27%) Cognos Business Intelligence
6 5 (0.22%) FastStats
6 5 (0.22%) Unica
7 4 (0.18%) Dynamics NAV
8 3 (0.13%) Oracle FAH
8 3 (0.13%) SAP Bank Analyzer
8 3 (0.13%) SAP Business One
9 2 (0.089%) GoldMine
9 2 (0.089%) Oracle Financials
9 2 (0.089%) SAP BPC
9 2 (0.089%) SAP InfiniteInsight
10 1 (0.045%) Maximo
10 1 (0.045%) SAP HR
Cloud Services
1 160 (7.12%) Amazon AWS
2 74 (3.29%) Microsoft Azure
3 66 (2.94%) SaaS
4 45 (2.00%) Amazon EC2
5 41 (1.83%) Google Analytics
6 31 (1.38%) Cloud Computing
7 28 (1.25%) Amazon S3
8 21 (0.93%) GitHub
9 19 (0.85%) Amazon EMR
10 18 (0.80%) Google Cloud Platform
11 12 (0.53%) Office 365
12 11 (0.49%) Adobe Analytics
13 10 (0.45%) PaaS
14 9 (0.40%) Amazon Kinesis
14 9 (0.40%) Force.com
15 6 (0.27%) SmartFocus
16 5 (0.22%) AdWords
16 5 (0.22%) AWS CloudFormation
16 5 (0.22%) AWS OpsWorks
16 5 (0.22%) Heroku
Communications & Networking
1 67 (2.98%) Internet
2 30 (1.34%) Firewall
3 29 (1.29%) HTTP
4 19 (0.85%) VPN
5 17 (0.76%) TCP/IP
6 15 (0.67%) DNS
7 14 (0.62%) WebEx
8 11 (0.49%) SAN
9 10 (0.45%) DHCP
9 10 (0.45%) NetScaler
10 9 (0.40%) Intrusion Detection
10 9 (0.40%) SMS
10 9 (0.40%) Wireless
11 8 (0.36%) AMQP
12 7 (0.31%) LAN
12 7 (0.31%) Unified Communications
12 7 (0.31%) VoIP
13 6 (0.27%) NAS
13 6 (0.27%) Network Security
13 6 (0.27%) WAN
Database & Business Intelligence
1 848 (37.76%) Big Data
2 545 (24.27%) Hadoop
3 330 (14.69%) SQL Server
4 308 (13.71%) Data Warehouse
5 265 (11.80%) NoSQL
6 208 (9.26%) MongoDB
7 195 (8.68%) Data Mining
8 191 (8.50%) QlikView
9 157 (6.99%) Apache Hive
10 141 (6.28%) SQL Server Integration Services
11 137 (6.10%) BusinessObjects
12 123 (5.48%) SQL Server Reporting Services
13 105 (4.67%) Apache Cassandra
14 88 (3.92%) MySQL
15 78 (3.47%) Relational Database
16 71 (3.16%) Spotfire
17 66 (2.94%) Impala
18 64 (2.85%) PostgreSQL
19 58 (2.58%) Neo4j
20 57 (2.54%) GIS
Development Applications
1 90 (4.01%) Git (software)
2 62 (2.76%) Jenkins
3 44 (1.96%) Talend Open Studio
4 42 (1.87%) JIRA
5 31 (1.38%) Vagrant
6 30 (1.34%) Visual Studio
7 25 (1.11%) Grunt
8 23 (1.02%) Team Foundation Server
9 21 (0.93%) NUnit
10 16 (0.71%) gulp
10 16 (0.71%) Jasmine
10 16 (0.71%) JUnit
10 16 (0.71%) Yeoman
11 15 (0.67%) Hudson
11 15 (0.67%) SQL Server Management Studio (SSMS)
12 13 (0.58%) Toad
13 12 (0.53%) TeamCity
14 10 (0.45%) Selenium
15 9 (0.40%) Subversion
16 6 (0.27%) FogBugz
General
1 632 (28.14%) Finance
2 258 (11.49%) Marketing
3 206 (9.17%) Retail
4 142 (6.32%) Banking
5 129 (5.74%) Telecoms
6 103 (4.59%) Manufacturing
7 85 (3.78%) Advertising
8 73 (3.25%) Games
9 33 (1.47%) Law
10 32 (1.42%) Investment Banking
10 32 (1.42%) Legal
11 30 (1.34%) Electronics
11 30 (1.34%) Financial Institution
11 30 (1.34%) Front Office
12 27 (1.20%) Back Office
12 27 (1.20%) Pharmaceutical
13 23 (1.02%) Automotive
14 21 (0.93%) Publishing
15 19 (0.85%) General Ledger
16 8 (0.36%) Billing
Job Titles
1 413 (18.39%) Developer
2 407 (18.12%) Analyst
3 265 (11.80%) Architect
4 242 (10.77%) Consultant
5 209 (9.31%) Data Analyst
6 185 (8.24%) Data Scientist
7 161 (7.17%) Data Architect
8 136 (6.06%) Data Consultant
9 107 (4.76%) Data Manager
10 103 (4.59%) Analytics Consultant
11 99 (4.41%) Analytics Manager
12 89 (3.96%) Data Analytics Manager
13 86 (3.83%) Java Developer
13 86 (3.83%) SQL Analyst
14 82 (3.65%) Data Analytics Consultant
15 78 (3.47%) Solutions Architect
16 68 (3.03%) Senior Manager
17 67 (2.98%) Big Data Architect
18 65 (2.89%) Big Data Developer
19 60 (2.67%) Project Manager
Libraries, Frameworks & Software Standards
1 162 (7.21%) HTML
2 149 (6.63%) .NET
3 132 (5.88%) AngularJS
4 128 (5.70%) XML
5 121 (5.39%) CSS
6 115 (5.12%) HTML5
7 110 (4.90%) Web Services
8 66 (2.94%) D3.js
9 61 (2.72%) jQuery
10 59 (2.63%) JSON
11 58 (2.58%) Twitter Bootstrap
12 51 (2.27%) Natural Language Processing
13 48 (2.14%) J2EE
14 44 (1.96%) Spring
15 43 (1.91%) RESTful
16 41 (1.83%) CSS3
16 41 (1.83%) Middleware
17 36 (1.60%) REST
18 33 (1.47%) Kafka
19 28 (1.25%) Ajax
Miscellaneous
1 525 (23.37%) Analytical Skills
2 360 (16.03%) Visualisation
3 286 (12.73%) Computer Science
4 222 (9.88%) Mathematics
5 172 (7.66%) Statistics
6 154 (6.86%) Management Information System
7 126 (5.61%) Algorithms
8 68 (3.03%) User Experience
9 65 (2.89%) Physics
10 64 (2.85%) Data Integration
11 59 (2.63%) Social Media
12 54 (2.40%) Data Structures
13 40 (1.78%) Fintech
13 40 (1.78%) FMCG
14 38 (1.69%) Mobile App
15 29 (1.29%) Cyberthreat
16 28 (1.25%) Artificial Intelligence
16 28 (1.25%) Data Centre
16 28 (1.25%) Enterprise Software
17 20 (0.89%) Cybercrime
Operating Systems
1 174 (7.75%) Linux
2 120 (5.34%) Unix
3 86 (3.83%) Windows
4 65 (2.89%) Android
5 59 (2.63%) Apple iOS
6 33 (1.47%) Windows Server
7 16 (0.71%) Windows Server 2008
8 11 (0.49%) Windows Server 2003
9 9 (0.40%) Ubuntu
10 8 (0.36%) Red Hat Enterprise Linux
11 7 (0.31%) CentOS
12 5 (0.22%) Oracle Linux
12 5 (0.22%) Windows 7
12 5 (0.22%) Windows Server 2012
13 4 (0.18%) Windows 10
13 4 (0.18%) Windows 8
13 4 (0.18%) Windows Mobile
14 3 (0.13%) Mac OS X
14 3 (0.13%) Solaris
15 1 (0.045%) AIX
Processes & Methodologies
1 2246 (100.00%) Analytics
2 661 (29.43%) Business Intelligence
3 515 (22.93%) Agile Software Development
4 318 (14.16%) Big Data Analytics
5 313 (13.94%) ETL
6 284 (12.64%) Machine Learning
7 258 (11.49%) Data Analysis
8 235 (10.46%) Data Modelling
9 227 (10.11%) Data Management
10 224 (9.97%) Data Visualisation
11 215 (9.57%) Project Management
12 189 (8.41%) Stakeholder Management
13 162 (7.21%) Business Development
14 160 (7.12%) Open Source
15 152 (6.77%) Software Engineering
16 141 (6.28%) Data Architecture
17 138 (6.14%) Mentoring
18 130 (5.79%) Migration
19 127 (5.65%) Data Governance
20 125 (5.57%) CRM
Programming Languages
1 807 (35.93%) SQL
2 461 (20.53%) Python
3 456 (20.30%) Java
4 285 (12.69%) R
5 225 (10.02%) JavaScript
6 180 (8.01%) C++
7 179 (7.97%) C#
8 113 (5.03%) Scala
9 101 (4.50%) T-SQL
10 93 (4.14%) C
11 88 (3.92%) VBA
12 74 (3.29%) Perl
13 68 (3.03%) MATLAB
14 41 (1.83%) Ruby
15 39 (1.74%) PHP
16 37 (1.65%) Bash Shell
17 36 (1.60%) Clojure
17 36 (1.60%) VB.NET
18 33 (1.47%) PL/SQL
19 27 (1.20%) VB
Qualifications
1 489 (21.77%) Degree
2 152 (6.77%) Security Cleared
3 151 (6.72%) PhD
4 74 (3.29%) SC Cleared
5 57 (2.54%) DV Cleared
6 22 (0.98%) CISA
7 21 (0.93%) CISM
7 21 (0.93%) CISSP
8 18 (0.80%) MBA
9 15 (0.67%) CRISC
9 15 (0.67%) ISEB
9 15 (0.67%) PMI Certification
10 14 (0.62%) Microsoft Certification
11 13 (0.58%) ISTQB
11 13 (0.58%) ISTQB Foundation Certification
11 13 (0.58%) PMP
12 12 (0.53%) PRINCE2 Certification
13 10 (0.45%) CITP
14 7 (0.31%) MCSE
15 6 (0.27%) ITIL Certification
Quality Assurance & Compliance
1 134 (5.97%) Data Quality
2 51 (2.27%) QA
3 16 (0.71%) SLA
4 13 (0.58%) CRD IV
4 13 (0.58%) EMIR
4 13 (0.58%) MiFID
5 10 (0.45%) COBIT
5 10 (0.45%) Solvency II
6 4 (0.18%) IAS 39
7 2 (0.089%) COREP
7 2 (0.089%) FATCA
7 2 (0.089%) FINREP
8 1 (0.045%) HIPAA
8 1 (0.045%) ISAE 3402
8 1 (0.045%) PCI DSS
8 1 (0.045%) SEPA
System Software
1 74 (3.29%) HDFS
2 46 (2.05%) VMware Infrastructure
3 33 (1.47%) Docker
4 29 (1.29%) Active Directory
5 22 (0.98%) Apache Flume
5 22 (0.98%) VirtualBox
6 19 (0.85%) Hyper-V
7 10 (0.45%) vCloud
8 9 (0.40%) XenApp
9 7 (0.31%) GPFS
10 5 (0.22%) vSphere
11 3 (0.13%) Apache ZooKeeper
12 2 (0.089%) KVM
12 2 (0.089%) Microsoft App-V
12 2 (0.089%) NFS
12 2 (0.089%) Samba
12 2 (0.089%) Xen
Systems Management
1 32 (1.42%) Puppet
2 18 (0.80%) Ansible
3 14 (0.62%) Opscode Chef
3 14 (0.62%) SCOM
4 12 (0.53%) Hadoop YARN
4 12 (0.53%) Nagios
5 9 (0.40%) DatAdvantage
6 7 (0.31%) Tivoli
6 7 (0.31%) Tivoli Storage Manager
7 6 (0.27%) Packer
8 5 (0.22%) Backup Exec
8 5 (0.22%) HAProxy
8 5 (0.22%) Oozie
9 4 (0.18%) HP Quality Center
9 4 (0.18%) Kibana
10 3 (0.13%) HP Fortify
11 2 (0.089%) Ambari
11 2 (0.089%) SCCM
12 1 (0.045%) Oracle EDQ
12 1 (0.045%) ZABBIX
Vendors
1 305 (13.58%) Oracle
2 293 (13.05%) Tableau
3 242 (10.77%) Microsoft
4 145 (6.46%) SAP
5 119 (5.30%) Cloudera
6 102 (4.54%) IBM
7 90 (4.01%) Teradata
8 82 (3.65%) Cognos
9 81 (3.61%) Informatica
10 78 (3.47%) Google
11 66 (2.94%) Hortonworks
12 59 (2.63%) Netezza
13 57 (2.54%) Ab Initio
14 56 (2.49%) MicroStrategy
15 53 (2.36%) VMware
16 48 (2.14%) HP
17 44 (1.96%) Talend
18 43 (1.91%) Adobe
19 29 (1.29%) MuleSoft
19 29 (1.29%) TIBCO
Alderley Edge, Cheshire
McGregor Boyall
Salary: £28000.00 - £34000.00 per annum
Posted: 1 hour ago
City, London
ANSON MCCADE
Salary: Attractive benefits, 30 days holiday and extensive career progression
Posted: 1 hour ago
London
set2recruit
Salary: Up to £30,000 per annum
Posted: 1 hour ago
Chorley, Lancashire
Verticality Ltd
Salary: to £35k DOE
Posted: 2 hours ago
City, London
Pesaro
Salary: From £30,000 to £40,000 per annum Flex Benefits Package
Posted: 4 hours ago
South West London
Eligo Recruitment Ltd
Salary: £40000 - £60000 per annum + OTE 100+ benefits
Posted: 5 hours ago
London
Lorien Resourcing
Salary: £45000 - £55000 per annum + Bonus + Benefits
Posted: 6 hours ago
West Yorkshire
Fruition IT Resources Limited
Salary: £45000 - £50000 per annum + Extensive Benefits Package
Posted: 6 hours ago
Hatfield, Hertfordshire
JM
Salary: £45000 - £55000 per annum + Car allowance, bonus and benefits
Posted: 7 hours ago
Gloucester, Gloucestershire
Network Compucare Ltd
Posted: 7 hours ago
Surrey
Fredrickson International
Salary: Up to £45k + on target bonus of 5% + contributory Pension
Posted: 16 hours ago
Kidlington, Oxfordshire
CBS butler
Salary: Bonus, Pension, Shares
Posted: 18 hours ago
Exeter, Devon
Provide Consulting Ltd
Posted: 18 hours ago
London
Harrington Starr
Salary: £80000 - £100000 per annum + bonus + benefits
Posted: 23 hours ago
South East London
Just Giving
Salary: Competitive
Posted: Yesterday
City, London
TEKsystems
Salary: £40000 - £50000 per annum + brilliant bonuses and benefits
Posted: Yesterday
South West London
Quant Capital
Salary: Up to £70,000 per annum Bonus Medical Pension
Posted: Yesterday
London
Tiro Partners
Salary: £25000.00 - £30000 per annum
Posted: Yesterday
Manchester, Lancashire
Oliver James Associates
Salary: £75000 - £90000 per annum + Car, PMI, Flexible benefits, bonus
Posted: Yesterday
Manchester, Lancashire
Oliver James Associates
Salary: £37500 - £42500 per annum + PMI, pension, bonus, benefits
Posted: Yesterday
Leeds, West Yorkshire
Oliver James Associates
Salary: £37500 - £42500 per annum + PMI, pension, bonus, benefits
Posted: Yesterday
Birmingham, West Midlands (County)
Oliver James Associates
Salary: £37500 - £42500 per annum + PMI, pension, bonus, benefits
Posted: Yesterday
Bristol, Avon
Oliver James Associates
Salary: £42500 - £47500 per annum + bonus & pension
Posted: Yesterday
London
Oliver James Associates
Salary: £65000 - £75000 per annum + Car, PMI, Flexible benefits, bonus
Posted: Yesterday
London
Salt
Salary: £110000 - £130000 per annum + Bonus, Company Car, Benefits
Posted: Yesterday
Guildford, Surrey
BAE Systems Applied Intelligence Ltd
Posted: Yesterday
City, London
Opus Recruitment Solutions Ltd
Salary: £65000 - £90000 per annum
Posted: Yesterday
Manchester, Lancashire
onezeero.
Salary: £35000 - £50000 per annum
Posted: Yesterday
Guildford, Surrey
Think IT Recruitment
Salary: £50000 - £60000 per annum + package
Posted: Yesterday
Leeds, West Yorkshire
ASDA
Salary: Market Salary
Posted: Yesterday
St. Albans, Hertfordshire
Understanding Recruitment
Salary: £45000 - £55000 per annum + bens - pens, health + more
Posted: 2 days ago
Broxbourne, Hertfordshire
Understanding Recruitment
Salary: £55000.00 - £65000.00 per annum + benefits
Posted: 2 days ago
Brighton, East Sussex
X4 Group
Salary: £30k - 45k per year
Posted: 4 days ago
Southampton, Hampshire
Haybrook IT Resourcing Ltd
Salary: Up to £38,000 per annum
Posted: 4 days ago
Oxford, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: £65,000 per annum + comprehensive benefits package
Posted: 4 days ago
London
Venturi
Salary: £50000.00 - £55000.00 per annum + Bonus & Benefits
Posted: 4 days ago
London
Technology People UK
Salary: 80,000 - 90,000 + Bonus + Benefits
Posted: 4 days ago
City, London
Careerwise UK Limited
Salary: £60000 - £85000 per annum + bonus, benefits, negotiable
Posted: 4 days ago
London
Nigel Frank International Ltd
Salary: £40000 - £50000 per annum + Private Healthcare & 25 Days Holiday
Posted: 4 days ago