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 20 January 2017 with a comparison to same period over 2 years.

3 months to
20 Jan 2017
Same period 2016 Same period 2015
Data Analyst
UK / England
Rank 345 302 374
Rank change year-on-year
-43 +72
Permanent jobs requiring a Data Analyst 656 978 801
As % of all permanent IT jobs located in England 0.83% 1.05% 0.81%
As % of the Job Titles category 0.86% 1.09% 0.84%
Number of salaries quoted 586 819 651
Median salary £35,500 £39,000 £37,500
Median salary % change year-on-year
-8.97% +4.00%
90% offered a salary of more than £27,000 £26,000 £25,000
10% offered a salary of more than £60,000 £60,000 £55,000
UK excluding London median salary £33,000 £32,500 £32,500
% change year-on-year
+1.53% -

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
76302 90106 95093
As % of all permanent IT jobs located in England 96.45% 96.53% 96.71%
Number of salaries quoted 63838 76403 79723
Median salary £47,000 £46,000 £45,000
Median salary % change year-on-year
+2.17% +2.22%
90% offered a salary of more than £27,500 £27,500 £26,500
10% offered a salary of more than £75,000 £70,000 £70,000
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

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 20 January 2017.

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 20 January 2017. 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 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 -38 301 £42,500 -5.55% 49
South East +1 114 £32,500 -7.14% 15
North West -1 75 £33,000 +15.78% 5
East of England +24 45 £45,000 +50.00% 10
West Midlands -29 37 £28,750 -21.23% 13
South West -10 28 £32,500 +1.56% 3
East Midlands +9 27 £35,000 +16.66% 2
Yorkshire -16 25 £35,000 -6.66% 4
Data Analyst
UK

Data Analyst Skill Set
Top 30 Related IT Skills in England

For the 6 months to 20 January 2017, 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.

1 905 (63.42%) SQL
2 482 (33.78%) Data Analysis
3 465 (32.59%) Analytical Skills
4 438 (30.69%) Finance
5 391 (27.40%) MS Excel
6 370 (25.93%) Business Intelligence
7 362 (25.37%) Analytics
8 324 (22.70%) SQL Server
9 303 (21.23%) Microsoft
10 271 (18.99%) Degree
11 206 (14.44%) Data Quality
12 193 (13.52%) SQL Server Reporting Services
13 191 (13.38%) Data Modelling
14 183 (12.82%) Marketing
15 180 (12.61%) Data Warehouse
16 173 (12.12%) SAS
17 171 (11.98%) Tableau
18 157 (11.00%) SQL Server Integration Services
19 150 (10.51%) T-SQL
20 142 (9.95%) ETL
20 142 (9.95%) Mathematics
21 141 (9.88%) Data Management
22 137 (9.60%) Data Analytics
23 126 (8.83%) Statistics
23 126 (8.83%) Python
24 124 (8.69%) Oracle
25 123 (8.62%) MS Office
26 113 (7.92%) VBA
27 111 (7.78%) Retail
28 110 (7.71%) Visualisation

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
1 173 (12.12%) SAS
2 34 (2.38%) SharePoint
3 14 (0.98%) Apache Spark
4 10 (0.70%) Apache Pig
4 10 (0.70%) Confluence
5 6 (0.42%) NetWeaver
5 6 (0.42%) SAP EP
5 6 (0.42%) SAP Portal
6 4 (0.28%) Jupyter
7 3 (0.21%) ArcGIS
7 3 (0.21%) IBM Notes
8 2 (0.14%) Apache
8 2 (0.14%) Elasticsearch
8 2 (0.14%) Tomcat
8 2 (0.14%) WebLogic
9 1 (0.070%) Exchange Server 2010
9 1 (0.070%) MS Exchange
9 1 (0.070%) SharePoint 2010
9 1 (0.070%) SharePoint 2013
Applications
1 391 (27.40%) MS Excel
2 123 (8.62%) MS Office
3 80 (5.61%) MS PowerPoint
4 65 (4.56%) SPSS
5 21 (1.47%) Spreadsheet
6 10 (0.70%) MS Visio
7 7 (0.49%) MS Project
8 4 (0.28%) Stata
9 3 (0.21%) Simulink
10 2 (0.14%) EngageOne
11 1 (0.070%) AutoCAD
11 1 (0.070%) EViews
Business Applications
1 28 (1.96%) Dynamics CRM
2 26 (1.82%) FastStats
3 9 (0.63%) Adobe Campaign
3 9 (0.63%) Dynamics AX
3 9 (0.63%) WebTrends
4 7 (0.49%) SAP CO
4 7 (0.49%) SAP FI
4 7 (0.49%) SAP FI/CO
5 6 (0.42%) Salesforce.com CRM
5 6 (0.42%) SAP SRM
6 5 (0.35%) Cognos Business Intelligence
6 5 (0.35%) OpenText VIM for SAP
6 5 (0.35%) Oracle Procure-to-Pay
6 5 (0.35%) Oracle Utilities
6 5 (0.35%) SAP MDM
6 5 (0.35%) SAP MM
6 5 (0.35%) SAP SD
7 4 (0.28%) Oracle EBS
7 4 (0.28%) Oracle HRMS
7 4 (0.28%) PeopleSoft HRMS
Cloud Services
1 58 (4.06%) Google Analytics
2 13 (0.91%) Amazon AWS
3 11 (0.77%) Microsoft Azure
4 9 (0.63%) Adobe Analytics
5 6 (0.42%) AdWords
5 6 (0.42%) Google Cloud Platform
6 4 (0.28%) Taleo
7 2 (0.14%) Amazon EC2
7 2 (0.14%) Amazon EMR
7 2 (0.14%) Firebase
7 2 (0.14%) Google Tag Manager
8 1 (0.070%) AdSense
8 1 (0.070%) Boomi
8 1 (0.070%) SaaS
8 1 (0.070%) SmartFocus
Communications & Networking
1 16 (1.12%) LDAP
2 4 (0.28%) Internet
3 3 (0.21%) Intranet
3 3 (0.21%) LAN
3 3 (0.21%) Multicast
3 3 (0.21%) TCP/IP
3 3 (0.21%) Wireless
4 2 (0.14%) BGP
4 2 (0.14%) Firewall
4 2 (0.14%) FTP
4 2 (0.14%) SMS
4 2 (0.14%) Wi-Fi
4 2 (0.14%) WLAN
5 1 (0.070%) 2G
5 1 (0.070%) 3G
5 1 (0.070%) DNS
5 1 (0.070%) Extranet
5 1 (0.070%) MPLS
5 1 (0.070%) OSPF
5 1 (0.070%) X.25
Database & Business Intelligence
1 324 (22.70%) SQL Server
2 193 (13.52%) SQL Server Reporting Services
3 180 (12.61%) Data Warehouse
4 157 (11.00%) SQL Server Integration Services
5 87 (6.10%) Big Data
6 85 (5.96%) Relational Database
7 83 (5.82%) QlikView
8 75 (5.26%) MySQL
9 74 (5.19%) BusinessObjects
10 69 (4.84%) Power BI
11 67 (4.70%) MS Access
12 65 (4.56%) SQL Server Analysis Services
13 56 (3.92%) Data Mining
14 54 (3.78%) Hadoop
15 37 (2.59%) Crystal Reports
15 37 (2.59%) SQL Server 2012
16 35 (2.45%) SQL Server 2008
17 25 (1.75%) Spotfire
18 24 (1.68%) NoSQL
19 17 (1.19%) Oracle BI EE
Development Applications
1 17 (1.19%) JIRA
2 16 (1.12%) Team Foundation Server
3 14 (0.98%) Visual Studio
4 12 (0.84%) SQL Server Management Studio (SSMS)
5 9 (0.63%) LSMW
6 6 (0.42%) Talend Open Studio
7 2 (0.14%) ERwin
7 2 (0.14%) Git (software)
7 2 (0.14%) Oracle Forms
7 2 (0.14%) PowerBuilder
7 2 (0.14%) Toad
8 1 (0.070%) Eclipse
8 1 (0.070%) Oracle APEX
8 1 (0.070%) Selenium
8 1 (0.070%) Subversion
8 1 (0.070%) Visual Website Optimizer
8 1 (0.070%) WebDriver
8 1 (0.070%) XMLSpy
General
1 438 (30.69%) Finance
2 183 (12.82%) Marketing
3 111 (7.78%) Retail
4 97 (6.80%) Banking
5 54 (3.78%) Legal
6 30 (2.10%) Investment Banking
7 25 (1.75%) Games
8 23 (1.61%) Advertising
9 19 (1.33%) Automotive
10 18 (1.26%) Law
10 18 (1.26%) Publishing
10 18 (1.26%) Telecoms
11 16 (1.12%) Manufacturing
12 10 (0.70%) Back Office
13 9 (0.63%) Billing
14 7 (0.49%) Front Office
14 7 (0.49%) Retail Banking
15 6 (0.42%) Pharmaceutical
16 5 (0.35%) Financial Institution
16 5 (0.35%) Mandarin Language
Libraries, Frameworks & Software Standards
1 48 (3.36%) XML
2 21 (1.47%) MDX
3 20 (1.40%) .NET
4 16 (1.12%) SailPoint
5 12 (0.84%) HTML
6 10 (0.70%) Web Services
7 8 (0.56%) Pandas
8 6 (0.42%) BAPI
8 6 (0.42%) EDI
8 6 (0.42%) SAP ALE
8 6 (0.42%) SAP Basis
8 6 (0.42%) SAP PI
8 6 (0.42%) SAP XI
8 6 (0.42%) Web Dynpro
9 5 (0.35%) ASP.NET
9 5 (0.35%) CSS
9 5 (0.35%) Hibernate
10 4 (0.28%) Oracle Fusion
11 3 (0.21%) D3.js
11 3 (0.21%) XSD
Miscellaneous
1 465 (32.59%) Analytical Skills
2 142 (9.95%) Mathematics
3 126 (8.83%) Statistics
4 110 (7.71%) Visualisation
5 97 (6.80%) Management Information System
6 85 (5.96%) Computer Science
7 54 (3.78%) Economics
8 50 (3.50%) Data Structures
9 36 (2.52%) Data Extraction
10 34 (2.38%) Reference Data
11 24 (1.68%) FMCG
12 23 (1.61%) Algorithms
13 22 (1.54%) Data Integration
14 21 (1.47%) Social Media
15 20 (1.40%) Data Centre
16 19 (1.33%) Fixed Income
16 19 (1.33%) Foreign Exchange (FX)
17 16 (1.12%) Physics
18 15 (1.05%) Mobile App
19 14 (0.98%) User Experience
Operating Systems
1 42 (2.94%) Linux
2 26 (1.82%) Windows
3 24 (1.68%) Unix
4 5 (0.35%) Red Hat Enterprise Linux
4 5 (0.35%) Windows Server 2003
4 5 (0.35%) Windows Vista
4 5 (0.35%) Windows XP
5 1 (0.070%) Solaris
5 1 (0.070%) Ubuntu
Processes & Methodologies
1 482 (33.78%) Data Analysis
2 370 (25.93%) Business Intelligence
3 362 (25.37%) Analytics
4 191 (13.38%) Data Modelling
5 142 (9.95%) ETL
6 141 (9.88%) Data Management
7 137 (9.60%) Data Analytics
8 107 (7.50%) CRM
9 93 (6.52%) Agile Software Development
10 83 (5.82%) Migration
11 77 (5.40%) Data Cleansing
12 73 (5.12%) Stakeholder Management
13 70 (4.91%) Data Migration
14 63 (4.41%) E-Commerce
15 53 (3.71%) Data Governance
16 52 (3.64%) Data Visualisation
17 51 (3.57%) Actionable Insight
18 50 (3.50%) ITIL
18 50 (3.50%) Statistical Analysis
19 49 (3.43%) Business Analysis
Programming Languages
1 905 (63.42%) SQL
2 150 (10.51%) T-SQL
3 126 (8.83%) Python
4 113 (7.92%) VBA
5 85 (5.96%) R
6 63 (4.41%) Java
7 51 (3.57%) PL/SQL
8 32 (2.24%) JavaScript
9 31 (2.17%) C#
10 25 (1.75%) MATLAB
11 22 (1.54%) PHP
11 22 (1.54%) VB
12 20 (1.40%) PowerShell
13 16 (1.12%) BeanShell
14 15 (1.05%) ABAP
15 12 (0.84%) C++
16 11 (0.77%) C
16 11 (0.77%) Shell Script
17 8 (0.56%) Perl
17 8 (0.56%) Ruby
Qualifications
1 271 (18.99%) Degree
2 20 (1.40%) Security Cleared
3 18 (1.26%) SC Cleared
4 15 (1.05%) CISA
4 15 (1.05%) ISEB
5 14 (0.98%) PCI QSA
6 11 (0.77%) PhD
7 10 (0.70%) Cisco Certification
7 10 (0.70%) MCSA
7 10 (0.70%) Microsoft Certification
8 9 (0.63%) CCNA
9 8 (0.56%) DBS Check
10 7 (0.49%) CCENT
10 7 (0.49%) MCSE
11 5 (0.35%) CFA
11 5 (0.35%) ISTQB
11 5 (0.35%) ISTQB Foundation Certification
11 5 (0.35%) ITIL Certification
12 4 (0.28%) ISEB Practitioner
12 4 (0.28%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 206 (14.44%) Data Quality
2 37 (2.59%) QA
2 37 (2.59%) SLA
3 30 (2.10%) PCI DSS
4 23 (1.61%) ISO/IEC 27001
5 6 (0.42%) ISO22301
6 4 (0.28%) IAS 39
7 3 (0.21%) Actionable Recommendations
7 3 (0.21%) Solvency II
8 2 (0.14%) GMP
9 1 (0.070%) CDISC
9 1 (0.070%) CRD IV
9 1 (0.070%) Dodd-Frank
9 1 (0.070%) EMIR
9 1 (0.070%) FATCA
9 1 (0.070%) ISO 9001
9 1 (0.070%) MiFID
System Software
1 27 (1.89%) Active Directory
2 10 (0.70%) VMware Infrastructure
3 5 (0.35%) Oracle RAC
3 5 (0.35%) vSphere
4 2 (0.14%) Firmware
5 1 (0.070%) Hyper-V
5 1 (0.070%) Time Sharing Option
5 1 (0.070%) Virtual Servers
5 1 (0.070%) XenApp
Systems Management
1 10 (0.70%) HP Quality Center
2 6 (0.42%) Control-M
3 2 (0.14%) Cisco CUCM
3 2 (0.14%) Tivoli
4 1 (0.070%) Cisco Prime
4 1 (0.070%) QRadar
4 1 (0.070%) SCCM
Vendors
1 303 (21.23%) Microsoft
2 171 (11.98%) Tableau
3 124 (8.69%) Oracle
4 66 (4.63%) Google
5 65 (4.56%) SAP
6 42 (2.94%) Cognos
7 35 (2.45%) Salesforce.com
8 34 (2.38%) Informatica
9 25 (1.75%) MicroStrategy
9 25 (1.75%) Teradata
10 19 (1.33%) Cisco
11 18 (1.26%) IBM
12 15 (1.05%) Alteryx
12 15 (1.05%) Bloomberg
13 13 (0.91%) Trillium
14 12 (0.84%) Reuters
15 11 (0.77%) Ab Initio
15 11 (0.77%) Adobe
15 11 (0.77%) HP
15 11 (0.77%) VMware
City, London
Eames Consulting
Salary: £50000 - £55000 per annum
Posted: 17 hours ago
Crawley, West Sussex
ARC IT Recruitment Ltd
Salary: £0.00 - £35000 per annum + benefits
Posted: 17 hours ago
Banbury, Oxfordshire
HAYS INFORMATION TECHNOLOGY
Salary: £30000.00 - £40000.00 per annum + benefits
Posted: Yesterday
Stratford-Upon-Avon, Warwickshire
Applause IT Innovation
Salary: £20000 - £30000 per annum + Benefits
Posted: 21 hours ago
Manchester, Lancashire
HAYS INFORMATION TECHNOLOGY
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 18 hours ago
West Midlands
Rullion IT Plus
Posted: 16 hours ago
City, London
Talent International
Salary: £21000 - £23000 per annum
Posted: 23 hours ago
London
ComputAppoint
Salary: £35000 - £40000 per annum + Benefits
Posted: 23 hours ago
London
Creative Personnel
Salary: £25000 - £28000 per annum
Posted: Yesterday
North London
360 Resourcing Solutions
Posted: Yesterday
London
McGregor Boyall
Salary: £35000 - £40000 per annum
Posted: 3 days ago
London
Premier IT
Salary: £30000 - £35000 per annum
Posted: 15 hours ago
Hatfield, Hertfordshire
JM
Salary: £35000 - £35001 per annum
Posted: 17 hours ago
Southampton, Hampshire
HAYS INFORMATION TECHNOLOGY
Salary: £18000.00 - £23000 per annum
Posted: 2 days ago
Bury St. Edmunds, Suffolk
Reed Technology
Salary: £25000 - £30000 per annum
Posted: 2 days ago
London
Energize Recruitment Solutions Ltd
Salary: £25000 - £35000 per annum
Posted: 3 days ago
Cannock, Staffordshire
Bluetownonline
Salary: £35000 per annum
Posted: 19 hours ago
London
Capita Resourcing - IT Resourcing
Salary: £40000 - £52000 per annum + benefits
Posted: Yesterday
South East London
Understanding Recruitment
Salary: £32000.00 - £36000.00 per annum + Excellent Benefits
Posted: 4 days ago
Manchester, Lancashire
Jagger Talent
Salary: From £25,000 to £30,000 per annum + benefits
Posted: 3 days ago
Broxbourne, Hertfordshire
Understanding Recruitment
Salary: £25000.00 - £30000.00 per annum
Posted: 3 days ago
Northampton, Northamptonshire
HAYS INFORMATION TECHNOLOGY
Salary: £20000.00 - £25000.00 per annum
Posted: Yesterday
Coventry, West Midlands (County)
Matt Burton Associates Ltd
Salary: £23k - 30k per year + Benefits
Posted: 2 days ago
Kingston Upon Thames, Surrey
Client Server
Salary: £35k to £40k + benefits
Posted: 2 days ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: From £30,000 to £40,000 per annum plus excellent additional benefits
Posted: 2 days ago
London
Computer People
Salary: £40000.00 - £45000.00 per annum + Benefits & Bonus
Posted: Yesterday
North London
Understanding Recruitment
Salary: £26000.00 - £28000 per annum + Benefits
Posted: 5 days ago
West Bromwich, West Midlands (County)
ReThink Recruitment
Salary: £21000 - £27000 per annum + Benefits
Posted: 3 days ago
London
The Bridge Ltd
Salary: Up to £45,000 per annum + Bonus + Pension + Healthcare + Rail Card
Posted: 2 days ago
Central London / West End
ReThink Recruitment
Posted: Yesterday