The statistics below represent IT jobs advertised across the England region that had Data Analyst featuring in the job title. Included is a guide to the salaries offered over the 3 months to 28 May 2016 with a comparison to same period over 2 years.

3 months to
28 May 2016
Same period 2015 Same period 2014
Data Analyst
Rank 355 338 395
Rank change year-on-year
-17 +57
Permanent jobs requiring a Data Analyst 806 909 821
As % of all permanent IT jobs located in England 0.86% 0.90% 0.74%
As % of the Job Titles category 0.90% 0.93% 0.77%
Number of salaries quoted 683 731 702
Median salary £40,000 £40,000 £37,500
Median salary % change year-on-year
- +6.66%
90% offered a salary of more than £24,000 £25,000 £25,000
10% offered a salary of more than £60,000 £65,000 £57,500
UK excluding London median salary £34,500 £33,250 £34,000
% change year-on-year
+3.75% -2.20%
Data Analyst
UK

The following table is for comparison with the above and provides statistics for the entire Job Titles category in permanent jobs advertised in the England region. Most job vacancies include a discernible job title. As such the figures in the first row provide an indication of the total number of permanent jobs in the overall sample.

Job Titles Category
England
Permanent IT job ads with a match in the
Job Titles category
89853 97233 106674
As % of all permanent IT jobs located in England 96.33% 96.52% 96.52%
Number of salaries quoted 76436 80612 88172
Median salary £47,500 £45,000 £45,000
Median salary % change year-on-year
+5.55% -
90% offered a salary of more than £27,500 £26,500 £27,000
10% offered a salary of more than £70,000 £70,000 £70,000
UK excluding London median salary £41,500 £40,000 £40,000
% change year-on-year
+3.75% -

Data Analyst
Jobs Demand Trend in England

The demand trend of job ads across the England region that featured Data Analyst in the job title.

Data Analyst Jobs Demand Trend in England

Data Analyst
Salary Trend in England

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

Data Analyst Salary Trend in England

Data Analyst
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Data Analyst across the England region over the 3 months to 28 May 2016.

Data Analyst Salary Histogram in England

Data Analyst
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 Analyst within the England region over the 3 months to 28 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 0 406 £45,000 -5.26% 64
South East -1 146 £35,000 -12.50% 27
South West +37 81 £37,500 - 8
North West +8 47 £27,500 -8.33% 12
West Midlands -15 47 £35,000 +16.66% 8
East of England +11 29 £37,500 +22.95% 12
East Midlands +3 22 £30,000 +10.09% 4
Yorkshire -17 21 £32,500 +1.56% 7
North East +2 9 £37,500 +50.00%
Data Analyst
UK

Data Analyst Skill Set
Top 30 Related IT Skills in England

For the 6 months to 28 May 2016, Data Analyst job roles required the following IT skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the England region featuring Data Analyst in the job title.

1 1080 (60.98%) SQL
2 656 (37.04%) Analytical Skills
3 545 (30.77%) Finance
4 541 (30.55%) Data Analysis
5 475 (26.82%) Business Intelligence
6 463 (26.14%) Analytics
7 400 (22.59%) Degree
8 354 (19.99%) MS Excel
9 346 (19.54%) SQL Server
10 319 (18.01%) Microsoft
11 291 (16.43%) Data Management
12 284 (16.04%) Marketing
13 280 (15.81%) Data Quality
14 266 (15.02%) SAS
15 229 (12.93%) Data Modelling
16 218 (12.31%) ETL
17 211 (11.91%) Data Warehouse
18 210 (11.86%) Data Analytics
19 201 (11.35%) Mathematics
20 198 (11.18%) Visualisation
21 194 (10.95%) Oracle
22 183 (10.33%) SQL Server Reporting Services
23 182 (10.28%) QlikView
24 178 (10.05%) Big Data
25 177 (9.99%) Tableau
26 165 (9.32%) Statistics
26 165 (9.32%) Python
27 163 (9.20%) SQL Server Integration Services
28 162 (9.15%) CRM
29 160 (9.03%) R

Data Analyst Skill Set
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
1 266 (15.02%) SAS
2 34 (1.92%) SharePoint
3 33 (1.86%) Apache Spark
4 19 (1.07%) Apache Pig
5 14 (0.79%) JBoss
6 12 (0.68%) BizTalk Server
7 9 (0.51%) Confluence
8 7 (0.40%) Node.js
9 6 (0.34%) NetWeaver
10 5 (0.28%) Tomcat
10 5 (0.28%) WebLogic
10 5 (0.28%) WebSphere
11 4 (0.23%) ArcGIS
11 4 (0.23%) Oracle Service Bus
11 4 (0.23%) Oracle SOA Suite
11 4 (0.23%) Tuxedo
11 4 (0.23%) WebSphere Application Server
12 3 (0.17%) Apache
12 3 (0.17%) Elasticsearch
13 2 (0.11%) IBM Notes
Applications
1 354 (19.99%) MS Excel
2 134 (7.57%) MS Office
3 84 (4.74%) MS PowerPoint
4 78 (4.40%) SPSS
5 43 (2.43%) MS Visio
6 30 (1.69%) Spreadsheet
7 9 (0.51%) Photoshop
8 3 (0.17%) Stata
9 1 (0.056%) EViews
9 1 (0.056%) MS Project
9 1 (0.056%) S-PLUS
Business Applications
1 19 (1.07%) Dynamics CRM
2 16 (0.90%) Adobe Campaign
2 16 (0.90%) SAP Oil and Gas
3 15 (0.85%) Markit EDM
4 9 (0.51%) Maximo
5 8 (0.45%) FastStats
5 8 (0.45%) SAP MDM
6 7 (0.40%) Dynamics AX
7 6 (0.34%) Salesforce.com CRM
8 5 (0.28%) Eagle PACE
8 5 (0.28%) OpenText VIM for SAP
8 5 (0.28%) Oracle Procure-to-Pay
8 5 (0.28%) SAP HR
9 4 (0.23%) SAP Business One
9 4 (0.23%) SAP FI
9 4 (0.23%) SAP FI/CO
9 4 (0.23%) SAP MM
9 4 (0.23%) SAP Payroll
9 4 (0.23%) SAP R/3
9 4 (0.23%) SAP SD
Cloud Services
1 45 (2.54%) Google Analytics
2 21 (1.19%) Amazon AWS
3 9 (0.51%) Adobe Analytics
3 9 (0.51%) Google Tag Manager
4 7 (0.40%) GitHub
4 7 (0.40%) SaaS
5 6 (0.34%) SmartFocus
6 4 (0.23%) SuccessFactors
7 3 (0.17%) Microsoft Azure
7 3 (0.17%) Office 365
8 1 (0.056%) AdWords
8 1 (0.056%) Google Drive
Communications & Networking
1 7 (0.40%) Internet
2 6 (0.34%) Multicast
2 6 (0.34%) TCP/IP
2 6 (0.34%) Wireless
3 5 (0.28%) VoIP
4 4 (0.23%) Converged Networks
4 4 (0.23%) Firewall
5 3 (0.17%) LAN
5 3 (0.17%) SMS
6 2 (0.11%) VPN
6 2 (0.11%) WAN
7 1 (0.056%) BIG-IP
7 1 (0.056%) Cisco Wireless
7 1 (0.056%) DNS
7 1 (0.056%) FTP
7 1 (0.056%) Intrusion Detection
7 1 (0.056%) NFC
7 1 (0.056%) RFID
7 1 (0.056%) SSL
7 1 (0.056%) WLAN
Database & Business Intelligence
1 346 (19.54%) SQL Server
2 211 (11.91%) Data Warehouse
3 183 (10.33%) SQL Server Reporting Services
4 182 (10.28%) QlikView
5 178 (10.05%) Big Data
6 163 (9.20%) SQL Server Integration Services
7 118 (6.66%) Data Mining
8 116 (6.55%) Relational Database
9 99 (5.59%) BusinessObjects
10 87 (4.91%) Hadoop
11 77 (4.35%) SQL Server Analysis Services
12 61 (3.44%) MS Access
13 55 (3.11%) MongoDB
14 54 (3.05%) NoSQL
15 49 (2.77%) Crystal Reports
16 44 (2.48%) MySQL
17 43 (2.43%) SQL Server 2008
18 37 (2.09%) SQL Server 2012
19 33 (1.86%) GIS
20 31 (1.75%) RDBMS
Development Applications
1 42 (2.37%) Talend Open Studio
2 25 (1.41%) JIRA
3 20 (1.13%) SQL Server Management Studio (SSMS)
4 19 (1.07%) Team Foundation Server
5 13 (0.73%) Jenkins
6 9 (0.51%) Eclipse
6 9 (0.51%) Git (software)
7 8 (0.45%) Visual Studio
8 7 (0.40%) Selenium
9 5 (0.28%) ERwin
9 5 (0.28%) Subversion
10 4 (0.23%) PVCS
11 2 (0.11%) MagicDraw
11 2 (0.11%) Oracle Forms
12 1 (0.056%) ClearCase
12 1 (0.056%) LabVIEW
12 1 (0.056%) Mercurial
General
1 545 (30.77%) Finance
2 284 (16.04%) Marketing
3 141 (7.96%) Banking
4 97 (5.48%) Retail
5 58 (3.27%) Telecoms
6 33 (1.86%) Legal
7 32 (1.81%) Front Office
8 30 (1.69%) Advertising
8 30 (1.69%) Manufacturing
9 25 (1.41%) Automotive
9 25 (1.41%) Games
9 25 (1.41%) Law
10 24 (1.36%) Pharmaceutical
11 23 (1.30%) Electronics
11 23 (1.30%) Investment Banking
12 21 (1.19%) Publishing
13 20 (1.13%) Back Office
14 14 (0.79%) Spanish Language
15 12 (0.68%) Financial Institution
16 11 (0.62%) Billing
Libraries, Frameworks & Software Standards
1 48 (2.71%) XML
2 35 (1.98%) .NET
3 31 (1.75%) HTML
4 20 (1.13%) JSON
5 18 (1.02%) D3.js
6 16 (0.90%) CSS
6 16 (0.90%) Web Services
7 15 (0.85%) MDX
8 14 (0.79%) ODBC
9 13 (0.73%) Spark Streaming
10 11 (0.62%) Middleware
11 10 (0.56%) NumPy
11 10 (0.56%) SciPy
12 8 (0.45%) Matplotlib
13 7 (0.40%) Spring XD
14 6 (0.34%) REST
15 5 (0.28%) ASP.NET
16 4 (0.23%) ActiveMQ
16 4 (0.23%) BAPI
16 4 (0.23%) WebSphere MQ
Miscellaneous
1 656 (37.04%) Analytical Skills
2 201 (11.35%) Mathematics
3 198 (11.18%) Visualisation
4 165 (9.32%) Statistics
5 126 (7.11%) Computer Science
6 107 (6.04%) Management Information System
7 85 (4.80%) Data Structures
8 81 (4.57%) Economics
9 49 (2.77%) Data Integration
10 45 (2.54%) Reference Data
11 43 (2.43%) Algorithms
12 38 (2.15%) Hedge funds
13 35 (1.98%) Data Extraction
14 32 (1.81%) Equities
15 30 (1.69%) Fixed Income
16 27 (1.52%) Physics
17 25 (1.41%) FMCG
17 25 (1.41%) User Experience
18 23 (1.30%) Derivative
19 19 (1.07%) NHS
Operating Systems
1 47 (2.65%) Windows
2 28 (1.58%) Unix
3 25 (1.41%) Linux
4 13 (0.73%) Android
5 12 (0.68%) Apple iOS
6 5 (0.28%) CentOS
7 3 (0.17%) Windows Server
8 2 (0.11%) AIX
8 2 (0.11%) Red Hat Enterprise Linux
8 2 (0.11%) Windows 8
8 2 (0.11%) Windows Server 2012
8 2 (0.11%) Windows Vista
8 2 (0.11%) Windows XP
9 1 (0.056%) Ubuntu
Processes & Methodologies
1 541 (30.55%) Data Analysis
2 475 (26.82%) Business Intelligence
3 463 (26.14%) Analytics
4 291 (16.43%) Data Management
5 229 (12.93%) Data Modelling
6 218 (12.31%) ETL
7 210 (11.86%) Data Analytics
8 162 (9.15%) CRM
9 153 (8.64%) Data Governance
10 126 (7.11%) Agile Software Development
11 102 (5.76%) Business Analysis
12 100 (5.65%) Migration
13 99 (5.59%) Stakeholder Management
14 92 (5.19%) Data Visualisation
15 82 (4.63%) E-Commerce
16 74 (4.18%) Data Cleansing
17 68 (3.84%) Asset Management
18 67 (3.78%) Data Migration
19 66 (3.73%) Project Management
19 66 (3.73%) Validation
Programming Languages
1 1080 (60.98%) SQL
2 165 (9.32%) Python
3 160 (9.03%) R
4 156 (8.81%) T-SQL
5 152 (8.58%) VBA
6 58 (3.27%) Java
7 50 (2.82%) PL/SQL
8 48 (2.71%) JavaScript
9 42 (2.37%) C#
10 35 (1.98%) C++
10 35 (1.98%) MATLAB
11 27 (1.52%) C
12 26 (1.47%) VB
13 25 (1.41%) Scala
14 11 (0.62%) Perl
14 11 (0.62%) PHP
15 8 (0.45%) Julia
16 7 (0.40%) VB.NET
17 4 (0.23%) PowerShell
17 4 (0.23%) WebLogic Scripting Tool
Qualifications
1 400 (22.59%) Degree
2 38 (2.15%) Security Cleared
3 36 (2.03%) PhD
4 15 (0.85%) SC Cleared
5 13 (0.73%) CISA
5 13 (0.73%) Microsoft Certification
6 11 (0.62%) Cisco Certification
6 11 (0.62%) PCI QSA
7 10 (0.56%) CCNA
8 9 (0.51%) DV Cleared
9 7 (0.40%) MCSE
10 5 (0.28%) CCNP
11 4 (0.23%) ISEB
11 4 (0.23%) MBA
12 3 (0.17%) MCSA
13 2 (0.11%) ACCA
13 2 (0.11%) CCENT
13 2 (0.11%) CIMA
13 2 (0.11%) CISSP
13 2 (0.11%) MCSD
Quality Assurance & Compliance
1 280 (15.81%) Data Quality
2 67 (3.78%) QA
3 42 (2.37%) SLA
4 14 (0.79%) EMIR
5 10 (0.56%) Dodd-Frank
6 9 (0.51%) FATCA
7 8 (0.45%) PCI DSS
8 7 (0.40%) MiFID
9 4 (0.23%) Solvency II
9 4 (0.23%) SSAE 16
10 3 (0.17%) COREP
10 3 (0.17%) FINREP
11 2 (0.11%) ISO/IEC 27001
12 1 (0.056%) CRD IV
12 1 (0.056%) ISO27002
12 1 (0.056%) Sarbanes-Oxley
12 1 (0.056%) SNOMED CT
System Software
1 10 (0.56%) Active Directory
2 8 (0.45%) VMware Infrastructure
3 6 (0.34%) vSphere
4 3 (0.17%) HDFS
5 2 (0.11%) Apache Flume
5 2 (0.11%) Hyper-V
6 1 (0.056%) Apache ZooKeeper
Systems Management
1 8 (0.45%) Oracle EDQ
2 7 (0.40%) Puppet
3 3 (0.17%) Thomson Reuters DACS
3 3 (0.17%) ZENworks
4 2 (0.11%) CA Wily
4 2 (0.11%) Cisco Prime
4 2 (0.11%) EnCase
4 2 (0.11%) FTK
4 2 (0.11%) SCCM
4 2 (0.11%) SCOM
4 2 (0.11%) Systems Management Server (SMS)
5 1 (0.056%) Cisco CUCM
5 1 (0.056%) Cisco UCCX
5 1 (0.056%) Oozie
Vendors
1 319 (18.01%) Microsoft
2 194 (10.95%) Oracle
3 177 (9.99%) Tableau
4 123 (6.95%) SAP
5 71 (4.01%) Informatica
6 67 (3.78%) Cognos
7 63 (3.56%) Google
8 42 (2.37%) Talend
9 31 (1.75%) Teradata
10 28 (1.58%) MicroStrategy
11 26 (1.47%) Salesforce.com
12 23 (1.30%) Adobe
12 23 (1.30%) IBM
13 21 (1.19%) Ab Initio
14 19 (1.07%) Bloomberg
14 19 (1.07%) TIBCO
15 16 (0.90%) Splunk
16 15 (0.85%) Trillium
17 13 (0.73%) ESRI
18 12 (0.68%) IFS
Oxfordshire
HAYS INFORMATION TECHNOLOGY
Salary: £25000.00 - £28000.00 per annum + Benefits and Training
Posted: Yesterday
Southampton, Hampshire
Go IT Recruitment Ltd
Salary: From £17,000 to £21,000 per annum + 25 days Holiday + Great career pro
Posted: 9 hours ago
London
Burns Sheehan
Salary: £40000.00 - £45000 per annum
Posted: Yesterday
Birmingham, West Midlands (County)
Spring Technology
Salary: £28000.00 - £32000.00 per annum
Posted: Yesterday
Worthing, West Sussex
ARC IT Recruitment Ltd
Salary: £ excellent
Posted: Yesterday
Manchester, Lancashire
Michael Page Technology
Salary: £3000 - £34000 per annum + benefits
Posted: Yesterday
Hertfordshire
Redrock Consulting Ltd
Salary: £24000 - £30000 per annum + Excellent Benefits
Posted: Yesterday
London
Opus Recruitment Solutions Ltd
Salary: £75000 - £85000 per annum
Posted: 2 days ago
Colchester, Essex
Chris Cobbold Ltd
Salary: From £35,000 to £45,000 per annum + benefits
Posted: Yesterday
City, London
Harvey Nash plc
Salary: £60000 per annum
Posted: Yesterday
Bristol, Avon
Redrock Consulting Ltd
Salary: £20000 - £30000 per annum + Excellent Benefits
Posted: Yesterday
Derby, Derbyshire
Circle Recruitment
Salary: £35000 - £45000 per annum + benefits
Posted: Yesterday
London
ITF Solutions
Salary: £40000 - £48000 per annum + bens
Posted: 2 days ago
Manchester, Lancashire
Robert Walters
Salary: £23000 - £30000 per day
Posted: 4 days ago
Newbury, Berkshire
Spectrum IT Recruitment (South) Ltd
Salary: £20000 - £32500 per annum
Posted: 3 days ago
Stoke-On-Trent, Staffordshire
Uniting Ambition
Salary: £20k - 30k per year + Great Benefits
Posted: Yesterday
Southampton, Hampshire
Go IT Recruitment Ltd
Salary: From £35,000 to £50,000 per annum + 25 days Holiday + Great career pro
Posted: 9 hours ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: From £0 to £24,000 per annum
Posted: 3 days ago
City, London
Ashdown IT
Salary: £35000 - £38000 per annum + benefits package
Posted: 2 days ago
Surrey
Salt
Salary: £35000 - £40000 per annum + Benefits
Posted: 3 days ago
Birmingham, West Midlands (County)
Crimson Ltd
Salary: £30000 - £35000 per annum + Benefits
Posted: 2 days ago
Milton Keynes, Buckinghamshire
Reed Technology
Salary: £28000 - £38000 per annum
Posted: 2 days ago
London
Big Wednesday Digital Ltd
Posted: 3 days ago
City, London
Executive Recruitment Services (ERS)
Posted: 4 days ago
South East London
Experis Ltd
Salary: £50000 - £60000 per annum + bonus + benefits
Posted: Yesterday
Southampton, Hampshire
Employ Solutions
Salary: From £35,000 to £40,000 per annum + benefits
Posted: 2 days ago
City, London
Ashdown IT
Salary: £33000 per annum + benefits
Posted: 3 days ago
London
Cyber Team
Salary: From £35,000 to £44,000 per annum Excellent Benefits Package plus Bonu
Posted: 3 days ago
London
Lorien Resourcing
Salary: £50000 - £60000 per annum + Bonus + Benefits
Posted: 3 days ago
London
Hays Finance Technology
Salary: £72000.00 - £85000.00 per annum + bonus
Posted: Yesterday