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 9 December 2016 with a comparison to same period over 2 years.

3 months to
9 Dec 2016
Same period 2015 Same period 2014
Data Analyst
Rank 347 303 368
Rank change year-on-year
-44 +65
Permanent jobs requiring a Data Analyst 708 1029 879
As % of all permanent IT jobs located in England 0.84% 1.03% 0.83%
As % of the Job Titles category 0.87% 1.07% 0.85%
Number of salaries quoted 635 864 731
Median salary £36,000 £38,500 £37,500
Median salary % change year-on-year
-6.49% +2.66%
90% offered a salary of more than £26,750 £26,000 £24,404
10% offered a salary of more than £60,000 £60,000 £55,000
UK excluding London median salary £32,500 £32,500 £32,500
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
81112 96104 102899
As % of all permanent IT jobs located in England 96.50% 96.62% 96.60%
Number of salaries quoted 67914 80920 85864
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 £27,500 £26,000
10% offered a salary of more than £75,000 £70,000 £70,000
UK excluding London median salary £41,500 £41,000 £40,000
% change year-on-year
+1.21% +2.50%

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 9 December 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 9 December 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 -34 340 £42,500 -10.52% 47
South East -14 101 £33,000 -5.71% 20
North West -3 77 £31,500 +5.00% 10
East of England +32 61 £39,500 +23.43% 5
West Midlands -26 49 £29,500 -7.81% 11
South West +4 33 £32,500 +1.56% 5
Yorkshire -6 27 £30,000 -7.69% 5
East Midlands -8 19 £38,500 +10.00% 3
North East +2 1 £37,500 +44.23%
Data Analyst
UK

Data Analyst Skill Set
Top 30 Related IT Skills in England

For the 6 months to 9 December 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.

1 956 (63.73%) SQL
2 524 (34.93%) Analytical Skills
3 496 (33.07%) Data Analysis
4 487 (32.47%) Finance
5 382 (25.47%) MS Excel
6 381 (25.40%) Business Intelligence
7 370 (24.67%) Analytics
8 362 (24.13%) SQL Server
9 320 (21.33%) Microsoft
10 314 (20.93%) Degree
11 220 (14.67%) Data Quality
12 218 (14.53%) Data Modelling
13 214 (14.27%) Marketing
14 187 (12.47%) Data Warehouse
15 185 (12.33%) SQL Server Reporting Services
16 184 (12.27%) SAS
17 171 (11.40%) Data Management
18 165 (11.00%) ETL
19 159 (10.60%) Tableau
20 152 (10.13%) SQL Server Integration Services
21 151 (10.07%) Mathematics
22 145 (9.67%) T-SQL
22 145 (9.67%) Data Analytics
23 135 (9.00%) Oracle
23 135 (9.00%) MS Office
24 130 (8.67%) Python
25 127 (8.47%) Statistics
26 125 (8.33%) Visualisation
27 121 (8.07%) Retail
28 117 (7.80%) VBA

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
1 184 (12.27%) SAS
2 35 (2.33%) SharePoint
3 20 (1.33%) Apache Spark
4 10 (0.67%) Apache Pig
4 10 (0.67%) Confluence
5 6 (0.40%) NetWeaver
5 6 (0.40%) SAP EP
5 6 (0.40%) SAP Portal
6 4 (0.27%) Jupyter
7 3 (0.20%) ArcGIS
7 3 (0.20%) Elasticsearch
8 2 (0.13%) Apache
8 2 (0.13%) Tomcat
8 2 (0.13%) WebLogic
9 1 (0.067%) CMS
9 1 (0.067%) Exchange Server 2010
9 1 (0.067%) IIS
9 1 (0.067%) MS Exchange
9 1 (0.067%) SharePoint 2010
9 1 (0.067%) SharePoint 2013
Applications
1 382 (25.47%) MS Excel
2 135 (9.00%) MS Office
3 88 (5.87%) MS PowerPoint
4 77 (5.13%) SPSS
5 24 (1.60%) Spreadsheet
6 17 (1.13%) MS Visio
7 5 (0.33%) Stata
8 4 (0.27%) AutoCAD
9 3 (0.20%) MS Project
9 3 (0.20%) Simulink
10 2 (0.13%) EngageOne
11 1 (0.067%) Acrobat
11 1 (0.067%) EViews
Business Applications
1 39 (2.60%) FastStats
2 20 (1.33%) Dynamics CRM
3 12 (0.80%) WebTrends
4 11 (0.73%) Dynamics AX
5 7 (0.47%) SAP CO
5 7 (0.47%) SAP FI
5 7 (0.47%) SAP FI/CO
6 6 (0.40%) Adobe Campaign
6 6 (0.40%) Cognos Business Intelligence
6 6 (0.40%) Oracle EBS
6 6 (0.40%) Oracle Procure-to-Pay
6 6 (0.40%) SAP SRM
7 5 (0.33%) OpenText VIM for SAP
7 5 (0.33%) Oracle Utilities
7 5 (0.33%) SAP MDM
7 5 (0.33%) SAP MM
7 5 (0.33%) SAP SD
8 4 (0.27%) Maximo
8 4 (0.27%) Oracle HRMS
8 4 (0.27%) PeopleSoft HRMS
Cloud Services
1 58 (3.87%) Google Analytics
2 16 (1.07%) Amazon AWS
3 10 (0.67%) Google Cloud Platform
4 6 (0.40%) Adobe Analytics
4 6 (0.40%) AdWords
4 6 (0.40%) Microsoft Azure
5 4 (0.27%) Taleo
6 3 (0.20%) Amazon EC2
6 3 (0.20%) Amazon EMR
7 2 (0.13%) Google Tag Manager
8 1 (0.067%) Boomi
8 1 (0.067%) Firebase
8 1 (0.067%) Flurry Analytics
8 1 (0.067%) PaaS
8 1 (0.067%) SaaS
Communications & Networking
1 14 (0.93%) LDAP
2 8 (0.53%) Internet
3 6 (0.40%) Multicast
3 6 (0.40%) TCP/IP
4 3 (0.20%) FTP
4 3 (0.20%) Intranet
4 3 (0.20%) LAN
4 3 (0.20%) Wireless
5 2 (0.13%) BGP
5 2 (0.13%) SMS
5 2 (0.13%) Wi-Fi
5 2 (0.13%) WLAN
6 1 (0.067%) DNS
6 1 (0.067%) GPRS
6 1 (0.067%) GSM
6 1 (0.067%) ISDN
6 1 (0.067%) PSTN
6 1 (0.067%) UMTS
6 1 (0.067%) VoIP
6 1 (0.067%) WAN
Database & Business Intelligence
1 362 (24.13%) SQL Server
2 187 (12.47%) Data Warehouse
3 185 (12.33%) SQL Server Reporting Services
4 152 (10.13%) SQL Server Integration Services
5 100 (6.67%) Big Data
6 98 (6.53%) Relational Database
7 83 (5.53%) QlikView
8 82 (5.47%) BusinessObjects
9 75 (5.00%) MySQL
10 68 (4.53%) Hadoop
11 66 (4.40%) MS Access
12 59 (3.93%) Data Mining
13 54 (3.60%) Power BI
14 44 (2.93%) Crystal Reports
15 39 (2.60%) SQL Server Analysis Services
16 36 (2.40%) SQL Server 2012
17 35 (2.33%) SQL Server 2008
18 28 (1.87%) NoSQL
19 24 (1.60%) Base SAS
20 19 (1.27%) Oracle Database
Development Applications
1 21 (1.40%) Team Foundation Server
2 20 (1.33%) JIRA
3 15 (1.00%) SQL Server Management Studio (SSMS)
4 14 (0.93%) Visual Studio
5 12 (0.80%) Talend Open Studio
6 5 (0.33%) Eclipse
7 3 (0.20%) ERwin
7 3 (0.20%) LSMW
8 2 (0.13%) Git (software)
8 2 (0.13%) Oracle Forms
8 2 (0.13%) Selenium
8 2 (0.13%) Toad
9 1 (0.067%) Oracle APEX
9 1 (0.067%) PowerBuilder
9 1 (0.067%) SoapUI
9 1 (0.067%) Subversion
9 1 (0.067%) Visual Website Optimizer
9 1 (0.067%) WebDriver
9 1 (0.067%) XMLSpy
General
1 487 (32.47%) Finance
2 214 (14.27%) Marketing
3 121 (8.07%) Retail
4 99 (6.60%) Banking
5 45 (3.00%) Legal
6 36 (2.40%) Investment Banking
7 29 (1.93%) Games
8 25 (1.67%) Advertising
9 22 (1.47%) Publishing
10 17 (1.13%) Manufacturing
11 15 (1.00%) Automotive
11 15 (1.00%) Law
12 11 (0.73%) Back Office
12 11 (0.73%) Pharmaceutical
12 11 (0.73%) Retail Banking
12 11 (0.73%) Telecoms
13 10 (0.67%) Billing
14 9 (0.60%) Front Office
14 9 (0.60%) German Language
15 8 (0.53%) Financial Institution
Libraries, Frameworks & Software Standards
1 52 (3.47%) XML
2 28 (1.87%) .NET
3 18 (1.20%) MDX
4 15 (1.00%) HTML
5 14 (0.93%) SailPoint
6 11 (0.73%) Web Services
7 8 (0.53%) Pandas
8 7 (0.47%) Lucene
9 6 (0.40%) BAPI
9 6 (0.40%) CSS
9 6 (0.40%) SAP ALE
9 6 (0.40%) SAP Basis
9 6 (0.40%) SAP PI
9 6 (0.40%) SAP XI
9 6 (0.40%) Web Dynpro
10 5 (0.33%) ASP.NET
10 5 (0.33%) Hibernate
10 5 (0.33%) Oracle Fusion
11 4 (0.27%) SOAP
11 4 (0.27%) XSD
Miscellaneous
1 524 (34.93%) Analytical Skills
2 151 (10.07%) Mathematics
3 127 (8.47%) Statistics
4 125 (8.33%) Visualisation
5 107 (7.13%) Computer Science
6 103 (6.87%) Management Information System
7 51 (3.40%) Economics
8 44 (2.93%) Data Extraction
8 44 (2.93%) Data Structures
9 43 (2.87%) Reference Data
10 31 (2.07%) Data Integration
11 23 (1.53%) Social Media
12 21 (1.40%) Fixed Income
13 20 (1.33%) Data Centre
14 17 (1.13%) Algorithms
14 17 (1.13%) FMCG
15 15 (1.00%) Foreign Exchange (FX)
16 14 (0.93%) Mobile App
16 14 (0.93%) Physics
16 14 (0.93%) User Experience
Operating Systems
1 47 (3.13%) Linux
2 33 (2.20%) Windows
3 29 (1.93%) Unix
4 9 (0.60%) Red Hat Enterprise Linux
5 5 (0.33%) Windows Server 2003
5 5 (0.33%) Windows Vista
5 5 (0.33%) Windows XP
6 3 (0.20%) Windows Server
7 1 (0.067%) OS/400
7 1 (0.067%) Solaris
7 1 (0.067%) Ubuntu
Processes & Methodologies
1 496 (33.07%) Data Analysis
2 381 (25.40%) Business Intelligence
3 370 (24.67%) Analytics
4 218 (14.53%) Data Modelling
5 171 (11.40%) Data Management
6 165 (11.00%) ETL
7 145 (9.67%) Data Analytics
8 103 (6.87%) Agile Software Development
9 91 (6.07%) CRM
10 75 (5.00%) Data Cleansing
10 75 (5.00%) Stakeholder Management
11 72 (4.80%) Migration
12 67 (4.47%) Business Analysis
13 63 (4.20%) Data Governance
13 63 (4.20%) E-Commerce
14 60 (4.00%) Data Visualisation
15 57 (3.80%) ITIL
16 55 (3.67%) Statistical Analysis
16 55 (3.67%) Validation
17 53 (3.53%) Data Migration
Programming Languages
1 956 (63.73%) SQL
2 145 (9.67%) T-SQL
3 130 (8.67%) Python
4 117 (7.80%) VBA
5 92 (6.13%) R
6 74 (4.93%) Java
7 58 (3.87%) PL/SQL
8 36 (2.40%) C#
9 34 (2.27%) JavaScript
10 28 (1.87%) VB
11 23 (1.53%) PHP
12 22 (1.47%) MATLAB
12 22 (1.47%) PowerShell
13 17 (1.13%) Shell Script
14 16 (1.07%) C++
15 14 (0.93%) BeanShell
16 11 (0.73%) C
16 11 (0.73%) Perl
17 10 (0.67%) VB.NET
18 9 (0.60%) ABAP
Qualifications
1 314 (20.93%) Degree
2 19 (1.27%) ISEB
3 16 (1.07%) Security Cleared
4 13 (0.87%) SC Cleared
5 12 (0.80%) Microsoft Certification
6 10 (0.67%) ISTQB
6 10 (0.67%) PhD
7 9 (0.60%) CISA
7 9 (0.60%) PCI QSA
8 8 (0.53%) Cisco Certification
8 8 (0.53%) DBS Check
8 8 (0.53%) ISTQB Foundation Certification
8 8 (0.53%) ITIL Certification
8 8 (0.53%) MCSA
9 7 (0.47%) CCNA
10 5 (0.33%) ACCA
10 5 (0.33%) CCENT
10 5 (0.33%) CIMA
10 5 (0.33%) ITIL Foundation Certificate
10 5 (0.33%) MCSE
Quality Assurance & Compliance
1 220 (14.67%) Data Quality
2 46 (3.07%) SLA
3 45 (3.00%) QA
4 23 (1.53%) PCI DSS
5 18 (1.20%) ISO/IEC 27001
6 5 (0.33%) GMP
7 4 (0.27%) IAS 39
7 4 (0.27%) ISO22301
8 2 (0.13%) Dodd-Frank
8 2 (0.13%) MiFID
8 2 (0.13%) Solvency II
9 1 (0.067%) Actionable Recommendations
9 1 (0.067%) CDISC
9 1 (0.067%) CRD IV
9 1 (0.067%) EMIR
9 1 (0.067%) FATCA
9 1 (0.067%) ISO 9001
9 1 (0.067%) ISO20022
System Software
1 31 (2.07%) Active Directory
2 14 (0.93%) VMware Infrastructure
3 5 (0.33%) Oracle RAC
3 5 (0.33%) vSphere
4 2 (0.13%) Firmware
5 1 (0.067%) HDFS
5 1 (0.067%) Hyper-V
5 1 (0.067%) Time Sharing Option
5 1 (0.067%) Virtual Servers
5 1 (0.067%) XenApp
Systems Management
1 14 (0.93%) HP Quality Center
2 7 (0.47%) Control-M
3 3 (0.20%) Tivoli
4 2 (0.13%) Cisco CUCM
5 1 (0.067%) Cisco Prime
5 1 (0.067%) QRadar
5 1 (0.067%) SCCM
5 1 (0.067%) Thomson Reuters DACS
Vendors
1 320 (21.33%) Microsoft
2 159 (10.60%) Tableau
3 135 (9.00%) Oracle
4 72 (4.80%) SAP
5 71 (4.73%) Google
6 53 (3.53%) Cognos
7 48 (3.20%) Informatica
8 29 (1.93%) Salesforce.com
9 26 (1.73%) Teradata
10 24 (1.60%) MicroStrategy
11 21 (1.40%) Cisco
12 19 (1.27%) Bloomberg
12 19 (1.27%) IBM
13 17 (1.13%) Netezza
14 16 (1.07%) HP
15 15 (1.00%) VMware
16 14 (0.93%) Citrix
16 14 (0.93%) NetApp
16 14 (0.93%) Reuters
17 12 (0.80%) Trillium
Liverpool, Merseyside
Maclean Moore Consulting
Posted: 13 hours ago
London
Careerwise UK Limited
Salary: £30000 - £32000 per annum + benefits
Posted: 18 hours ago
Crawley, West Sussex
ARC IT Recruitment Ltd
Salary: £0.00 - £35000 per annum + benefits
Posted: 12 hours ago
Sudbury, Suffolk
Hurren and Hope
Salary: Market related
Posted: 16 hours ago
London
Careerwise UK Limited
Salary: £30000 - £32000 per annum + benefits
Posted: 18 hours ago
Warwickshire
Spring Technology
Salary: £25000.00 - £32000.00 per annum
Posted: 13 hours ago
Oxford, Oxfordshire
Creative Personnel
Salary: £20000 - £30000 per annum
Posted: Yesterday
London
HFG
Salary: £30000 - £50000 per annum
Posted: Yesterday
London
ISL
Salary: £35000.00 - £37000.00 per annum
Posted: Yesterday
Nottingham, Nottinghamshire
Monarch Recruitment
Salary: Competitive
Posted: 2 days ago
Hatfield, Hertfordshire
JM
Salary: £35000 - £35001 per annum
Posted: 14 hours ago
City, London
Computer People
Salary: £30000.00 - £35000.00 per day
Posted: 17 hours ago
London
Joseph Harry Ltd
Salary: £55000 - £65000 per annum + 15% Bonus + Pension
Posted: 21 hours ago
Reading, Berkshire
HAYS INFORMATION TECHNOLOGY
Salary: £26500.00 - £28000.00 per annum + Benefits
Posted: Yesterday
City, London
Best Practice Talent Solutions
Salary: From £55,000 to £75,000 per annum Salary offered dependent on current
Posted: 23 hours ago
London
Computer People
Salary: £70.00 per day
Posted: Yesterday
Nottingham, Nottinghamshire
Computer People
Salary: £40000.00 per annum
Posted: 2 days ago
Telford, Shropshire
Lorien Resourcing
Salary: COMPETITIVE SALARY
Posted: 3 days ago
City, London
Eames Consulting
Salary: £35000 - £45000 per annum + Bonus and Benefits
Posted: 2 days ago
Maidenhead, Berkshire
Complete Tech Limited
Salary: Up to £30,000 per annum
Posted: 15 hours ago
City, London
Ashdown IT
Salary: £40000 - £45000 per annum + benefits
Posted: 2 days ago
Reigate, Surrey
Bluetownonline
Salary: £18000 - £20000 per annum
Posted: 2 days ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £35000.00 per annum + pension + healthcare + benefits
Posted: 2 days ago
City, London
Oliver James Associates
Salary: £25000 - £30000 per annum + benefits
Posted: 4 days ago
Birmingham, West Midlands (County)
Hydrogen Group
Posted: 2 days ago
Bradford, West Yorkshire
HAYS INFORMATION TECHNOLOGY
Salary: £30000 - £35000 per annum + benefits
Posted: 2 days ago
London
TEKsystems
Salary: £40000 - £60000 per annum
Posted: 4 days ago
West Midlands
Austin Fraser
Salary: £50000.00 - £55000.00 per annum + Benefits
Posted: Yesterday
West Midlands (County)
EasyWebRecruitment.com
Salary: £18k - £25k per annum
Posted: 3 days ago
Kingston Upon Thames, Surrey
Client Server
Salary: £35k to £40k + benefits
Posted: 2 days ago