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 4 May 2016 with a comparison to same period over 2 years.

3 months to
4 May 2016
Same period 2015 Same period 2014
Data Analyst
Rank 367 354 409
Rank change year-on-year
-13 +55
Permanent jobs requiring a Data Analyst 800 896 770
As % of all permanent IT jobs located in England 0.83% 0.87% 0.69%
As % of the Job Titles category 0.86% 0.90% 0.72%
Number of salaries quoted 671 733 648
Median salary £38,500 £40,000 £37,500
Median salary % change year-on-year
-3.75% +6.66%
90% offered a salary of more than £24,000 £25,000 £25,000
10% offered a salary of more than £60,000 £60,000 £57,500
UK excluding London median salary £33,775 £33,500 £32,500
% change year-on-year
+0.82% +3.07%
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
92529 99293 107318
As % of all permanent IT jobs located in England 96.31% 96.54% 96.47%
Number of salaries quoted 78587 81827 87848
Median salary £47,000 £45,000 £45,000
Median salary % change year-on-year
+4.44% -
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 4 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 4 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 -24 396 £45,000 - 55
South East -3 137 £35,000 -2.77% 16
South West +22 80 £36,700 +4.85% 11
North West +20 58 £27,500 -14.06% 6
West Midlands -16 41 £35,000 +10.23% 10
East of England 0 29 £40,000 +3.89% 6
Yorkshire -24 27 £27,500 -14.06% 8
East Midlands +23 24 £30,000 -3.22% 6
North East +15 10 £37,500 +50.00%
Data Analyst
UK

Data Analyst Skill Set
Top 30 Related IT Skills in England

For the 6 months to 4 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 1086 (60.33%) SQL
2 682 (37.89%) Analytical Skills
3 553 (30.72%) Finance
4 534 (29.67%) Data Analysis
5 462 (25.67%) Business Intelligence
6 458 (25.44%) Analytics
7 397 (22.06%) Degree
8 356 (19.78%) MS Excel
9 353 (19.61%) SQL Server
10 324 (18.00%) Microsoft
11 307 (17.06%) Data Quality
12 299 (16.61%) Data Management
13 267 (14.83%) Marketing
13 267 (14.83%) SAS
14 230 (12.78%) Data Modelling
15 215 (11.94%) ETL
16 206 (11.44%) Oracle
16 206 (11.44%) Visualisation
17 203 (11.28%) Data Warehouse
18 199 (11.06%) Data Analytics
19 190 (10.56%) SQL Server Reporting Services
20 189 (10.50%) Mathematics
21 181 (10.06%) Big Data
22 177 (9.83%) Data Governance
23 175 (9.72%) QlikView
24 168 (9.33%) Tableau
25 166 (9.22%) SQL Server Integration Services
25 166 (9.22%) CRM
25 166 (9.22%) Python
26 160 (8.89%) T-SQL

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
1 267 (14.83%) SAS
2 42 (2.33%) SharePoint
3 31 (1.72%) Apache Spark
4 17 (0.94%) Apache Pig
5 15 (0.83%) BizTalk Server
6 13 (0.72%) JBoss
7 8 (0.44%) NetWeaver
7 8 (0.44%) Node.js
8 7 (0.39%) Confluence
9 6 (0.33%) Apache
9 6 (0.33%) Elasticsearch
9 6 (0.33%) Tomcat
9 6 (0.33%) WebLogic
9 6 (0.33%) WebSphere
10 4 (0.22%) Apache Solr
10 4 (0.22%) IBM Notes
10 4 (0.22%) Oracle Service Bus
10 4 (0.22%) Oracle SOA Suite
10 4 (0.22%) Tuxedo
10 4 (0.22%) WebSphere Application Server
Applications
1 356 (19.78%) MS Excel
2 135 (7.50%) MS Office
3 85 (4.72%) MS PowerPoint
4 77 (4.28%) SPSS
5 40 (2.22%) MS Visio
6 29 (1.61%) Spreadsheet
7 9 (0.50%) Photoshop
8 3 (0.17%) MS Project
8 3 (0.17%) Stata
9 1 (0.056%) EViews
9 1 (0.056%) Gephi
9 1 (0.056%) LaTeX
9 1 (0.056%) S-PLUS
Business Applications
1 22 (1.22%) Dynamics CRM
2 19 (1.06%) Adobe Campaign
3 13 (0.72%) SAP Oil and Gas
4 10 (0.56%) Maximo
4 10 (0.56%) SAP MDM
5 9 (0.50%) Markit EDM
6 8 (0.44%) Dynamics AX
6 8 (0.44%) FastStats
7 7 (0.39%) Eagle PACE
8 6 (0.33%) Oracle Financials
8 6 (0.33%) Salesforce.com CRM
9 5 (0.28%) OpenText VIM for SAP
9 5 (0.28%) Oracle Procure-to-Pay
9 5 (0.28%) SAP CO
9 5 (0.28%) SAP FI
9 5 (0.28%) SAP FI/CO
9 5 (0.28%) SAP HR
10 4 (0.22%) 3000 Xtra
10 4 (0.22%) RMDS
10 4 (0.22%) SAP Business One
Cloud Services
1 39 (2.17%) Google Analytics
2 22 (1.22%) Amazon AWS
3 14 (0.78%) SaaS
4 11 (0.61%) Google Tag Manager
5 9 (0.50%) GitHub
6 8 (0.44%) Adobe Analytics
7 5 (0.28%) SmartFocus
8 4 (0.22%) SuccessFactors
9 3 (0.17%) Microsoft Azure
9 3 (0.17%) Office 365
10 1 (0.056%) Google Drive
Communications & Networking
1 8 (0.44%) Internet
2 7 (0.39%) VoIP
2 7 (0.39%) Wireless
3 5 (0.28%) LAN
4 4 (0.22%) Firewall
4 4 (0.22%) VPN
4 4 (0.22%) WAN
5 3 (0.17%) Converged Networks
5 3 (0.17%) FTP
5 3 (0.17%) SMS
6 1 (0.056%) BIG-IP
6 1 (0.056%) Cisco IOS
6 1 (0.056%) Cisco Wireless
6 1 (0.056%) Intrusion Detection
6 1 (0.056%) Multicast
6 1 (0.056%) Network Security
6 1 (0.056%) NFC
6 1 (0.056%) Radio Access Network
6 1 (0.056%) TCP/IP
6 1 (0.056%) WLAN
Database & Business Intelligence
1 353 (19.61%) SQL Server
2 203 (11.28%) Data Warehouse
3 190 (10.56%) SQL Server Reporting Services
4 181 (10.06%) Big Data
5 175 (9.72%) QlikView
6 166 (9.22%) SQL Server Integration Services
7 142 (7.89%) Data Mining
8 111 (6.17%) Relational Database
9 100 (5.56%) BusinessObjects
9 100 (5.56%) Hadoop
10 89 (4.94%) SQL Server Analysis Services
11 63 (3.50%) MS Access
12 58 (3.22%) MongoDB
13 52 (2.89%) NoSQL
14 44 (2.44%) Crystal Reports
15 43 (2.39%) MySQL
16 40 (2.22%) SQL Server 2008
17 34 (1.89%) GIS
17 34 (1.89%) SQL Server 2012
18 33 (1.83%) SAP BW
Development Applications
1 43 (2.39%) Talend Open Studio
2 24 (1.33%) JIRA
3 18 (1.00%) SQL Server Management Studio (SSMS)
3 18 (1.00%) Team Foundation Server
4 12 (0.67%) Jenkins
5 9 (0.50%) ERwin
5 9 (0.50%) Git (software)
5 9 (0.50%) Visual Studio
6 8 (0.44%) Selenium
7 7 (0.39%) Eclipse
8 5 (0.28%) Subversion
9 4 (0.22%) PVCS
10 2 (0.11%) MagicDraw
10 2 (0.11%) Oracle Forms
11 1 (0.056%) ClearCase
11 1 (0.056%) LabVIEW
11 1 (0.056%) Mercurial
11 1 (0.056%) ZenHub
General
1 553 (30.72%) Finance
2 267 (14.83%) Marketing
3 153 (8.50%) Banking
4 101 (5.61%) Retail
5 53 (2.94%) Telecoms
6 31 (1.72%) Legal
7 27 (1.50%) Back Office
8 26 (1.44%) Manufacturing
9 25 (1.39%) Advertising
10 24 (1.33%) Automotive
10 24 (1.33%) Law
10 24 (1.33%) Pharmaceutical
11 22 (1.22%) Front Office
12 21 (1.17%) Electronics
12 21 (1.17%) Games
13 19 (1.06%) Investment Banking
14 18 (1.00%) Publishing
15 17 (0.94%) German Language
16 14 (0.78%) Spanish Language
17 10 (0.56%) Military
Libraries, Frameworks & Software Standards
1 46 (2.56%) XML
2 36 (2.00%) .NET
3 34 (1.89%) HTML
4 23 (1.28%) D3.js
5 22 (1.22%) CSS
6 20 (1.11%) JSON
7 18 (1.00%) MDX
8 17 (0.94%) Web Services
9 14 (0.78%) NumPy
10 13 (0.72%) ODBC
11 12 (0.67%) Middleware
11 12 (0.67%) SciPy
12 11 (0.61%) Spark Streaming
13 8 (0.44%) Matplotlib
13 8 (0.44%) Spring XD
14 7 (0.39%) Natural Language Processing
15 6 (0.33%) BAPI
15 6 (0.33%) REST
16 4 (0.22%) jQuery
16 4 (0.22%) Oracle Fusion
Miscellaneous
1 682 (37.89%) Analytical Skills
2 206 (11.44%) Visualisation
3 189 (10.50%) Mathematics
4 160 (8.89%) Statistics
5 122 (6.78%) Computer Science
6 102 (5.67%) Management Information System
7 83 (4.61%) Data Structures
8 73 (4.06%) Economics
9 51 (2.83%) Data Integration
10 50 (2.78%) Hedge funds
11 44 (2.44%) Algorithms
12 43 (2.39%) Reference Data
13 39 (2.17%) Data Extraction
14 28 (1.56%) Fixed Income
15 27 (1.50%) Equities
16 26 (1.44%) User Experience
17 25 (1.39%) FMCG
18 24 (1.33%) Physics
19 23 (1.28%) Derivative
20 21 (1.17%) Data Conversion
Operating Systems
1 43 (2.39%) Windows
2 28 (1.56%) Unix
3 25 (1.39%) Linux
4 17 (0.94%) Android
5 16 (0.89%) Apple iOS
6 4 (0.22%) CentOS
7 1 (0.056%) AIX
7 1 (0.056%) Red Hat Enterprise Linux
7 1 (0.056%) Windows Server
Processes & Methodologies
1 534 (29.67%) Data Analysis
2 462 (25.67%) Business Intelligence
3 458 (25.44%) Analytics
4 299 (16.61%) Data Management
5 230 (12.78%) Data Modelling
6 215 (11.94%) ETL
7 199 (11.06%) Data Analytics
8 177 (9.83%) Data Governance
9 166 (9.22%) CRM
10 117 (6.50%) Agile Software Development
11 102 (5.67%) Migration
12 100 (5.56%) Business Analysis
13 92 (5.11%) Data Visualisation
14 87 (4.83%) Stakeholder Management
15 81 (4.50%) E-Commerce
16 73 (4.06%) Data Cleansing
17 71 (3.94%) Data Migration
18 70 (3.89%) Project Management
19 67 (3.72%) Asset Management
20 63 (3.50%) Information Management
Programming Languages
1 1086 (60.33%) SQL
2 166 (9.22%) Python
3 160 (8.89%) T-SQL
4 154 (8.56%) VBA
5 152 (8.44%) R
6 66 (3.67%) Java
7 50 (2.78%) JavaScript
8 45 (2.50%) PL/SQL
9 43 (2.39%) C#
10 31 (1.72%) C++
10 31 (1.72%) VB
11 28 (1.56%) MATLAB
12 24 (1.33%) C
13 17 (0.94%) Scala
14 12 (0.67%) Perl
15 9 (0.50%) PHP
16 8 (0.44%) Julia
17 5 (0.28%) VB.NET
17 5 (0.28%) XPath
17 5 (0.28%) XQuery
Qualifications
1 397 (22.06%) Degree
2 36 (2.00%) Security Cleared
3 33 (1.83%) PhD
4 16 (0.89%) SC Cleared
5 10 (0.56%) Microsoft Certification
6 9 (0.50%) CISA
7 8 (0.44%) Cisco Certification
8 7 (0.39%) CCNA
8 7 (0.39%) DV Cleared
8 7 (0.39%) MCSE
8 7 (0.39%) PCI QSA
9 5 (0.28%) ISEB
10 4 (0.22%) ACCA
10 4 (0.22%) CCNP
10 4 (0.22%) CIMA
11 3 (0.17%) MBA
11 3 (0.17%) Oracle Certification
12 2 (0.11%) CCAB
12 2 (0.11%) CISSP
12 2 (0.11%) PMI Certification
Quality Assurance & Compliance
1 307 (17.06%) Data Quality
2 64 (3.56%) QA
3 41 (2.28%) SLA
4 15 (0.83%) EMIR
5 10 (0.56%) FATCA
6 8 (0.44%) Dodd-Frank
6 8 (0.44%) MiFID
6 8 (0.44%) PCI DSS
7 4 (0.22%) Solvency II
7 4 (0.22%) SSAE 16
8 2 (0.11%) COREP
8 2 (0.11%) FINREP
8 2 (0.11%) ISO/IEC 27001
8 2 (0.11%) Sarbanes-Oxley
9 1 (0.056%) CRD IV
9 1 (0.056%) ISO27002
9 1 (0.056%) SNOMED CT
System Software
1 8 (0.44%) Active Directory
1 8 (0.44%) VMware Infrastructure
2 6 (0.33%) vSphere
3 3 (0.17%) HDFS
4 2 (0.11%) Apache Flume
5 1 (0.056%) Apache ZooKeeper
Systems Management
1 13 (0.72%) Oracle EDQ
2 8 (0.44%) Puppet
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%) HP Quality Center
5 1 (0.056%) Oozie
5 1 (0.056%) Thomson Reuters DACS
Vendors
1 324 (18.00%) Microsoft
2 206 (11.44%) Oracle
3 168 (9.33%) Tableau
4 125 (6.94%) SAP
5 69 (3.83%) Informatica
6 57 (3.17%) Cognos
6 57 (3.17%) Google
7 43 (2.39%) Talend
8 29 (1.61%) MicroStrategy
9 27 (1.50%) IBM
9 27 (1.50%) Teradata
10 24 (1.33%) Salesforce.com
11 21 (1.17%) Ab Initio
11 21 (1.17%) Bloomberg
11 21 (1.17%) Trillium
12 20 (1.11%) Adobe
12 20 (1.11%) Splunk
13 15 (0.83%) ESRI
13 15 (0.83%) TIBCO
14 13 (0.72%) IFS
Cheltenham, Gloucestershire
Iress
Posted: 8 hours ago
City, London
ANSON MCCADE
Salary: Up to £45,000 + Benefits
Posted: 9 hours ago
London
JM
Salary: £50000 - £60000 per annum
Posted: 10 hours ago
City, London
Pioneer Search
Salary: £40000 - £55000 per annum + Bonus + Benefits
Posted: 10 hours ago
London
Lorien Resourcing
Posted: 10 hours ago
City, London
Pioneer Search
Salary: £40000 - £55000 per annum + Bonus + Benefits
Posted: 10 hours ago
St. Albans, Hertfordshire
Owen Daniels Consultancy
Salary: Up to £28,500 per annum £28,500 + Benefits
Posted: 12 hours ago
Leeds, West Yorkshire
Michael Page Technology
Salary: £30000 - £35000 per annum + benefits
Posted: 12 hours ago
City, London
Churchill Frank
Posted: 13 hours ago
Somerset
Stott & May
Salary: £25000 - £35000 per annum + Benefits
Posted: 14 hours ago
Gloucester, Gloucestershire
Opus Recruitment Solutions Ltd
Salary: Dependent on Experience
Posted: 15 hours ago
London
Venturi
Salary: £28000.00 - £35000.00 per annum + Benefits
Posted: 15 hours ago
London
Joseph Harry Ltd
Salary: £55000 - £70000 per annum + 15% Bonus + Pension
Posted: 16 hours ago
London
Parallel Consulting
Salary: £35000 - £55000 per annum + Bonus, pension, health care etc
Posted: 17 hours ago
Uxbridge, Middlesex
Ampersand Consulting
Salary: £40000 - £48000 per annum + Benefits
Posted: 19 hours ago
London
Churchill Frank
Salary: £50000 - £60000 per annum
Posted: Yesterday
Central London / West End
ANSON MCCADE
Salary: £35 000 to £75 000 (+seriously good package!!!)
Posted: Yesterday
Bristol, Avon
Novate IT Ltd
Salary: £40000.00 - £50000.00 per annum + benefits
Posted: Yesterday
Elland, West Yorkshire
Global Technology Solutions Ltd
Salary: £33991.50 per annum
Posted: Yesterday
Oxfordshire
Haybrook IT Resourcing Ltd
Salary: Up to £55,000 per annum
Posted: Yesterday
South West London
Coded People
Salary: £40000 - £45000 per annum
Posted: Yesterday
Stoke-On-Trent, Staffordshire
Computer People
Salary: £35000 per annum
Posted: Yesterday
City, London
Informatiq Consulting
Salary: £35000 - £50000 per annum + Bens
Posted: Yesterday
Nottingham, Nottinghamshire
Computer People
Salary: £22000 - £26000 per annum + excellent holidays + pension
Posted: Yesterday
Nottingham, Nottinghamshire
Senitor Associates
Salary: £31000 - £35000 per annum + Benefits + Great Company
Posted: Yesterday
Surrey
Ashdown IT
Salary: £37000 per annum
Posted: Yesterday
West Midlands
Ashdown IT
Salary: £35000 per annum
Posted: Yesterday
West Midlands
Arden Resourcing Limited
Salary: £40000 - £50000 per annum + Benefits
Posted: Yesterday
Abingdon, Oxfordshire
Corriculo
Salary: Up to £35,000 per annum
Posted: Yesterday
North West London
KDR
Salary: £50000 - £70000 per annum + Pension, Bonus
Posted: Yesterday