Period
to 16 August 2018

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in Bristol. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 16 August 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
South West > Bristol
6 months to
16 Aug 2018
Same period 2017 Same period 2016
Rank 41 46 48
Rank change year-on-year +5 +2 -8
Permanent jobs citing Analytical Skills 260 248 184
As % of all permanent IT jobs advertised in Bristol 6.96% 6.42% 5.38%
As % of the Miscellaneous category 16.72% 15.09% 11.51%
Number of salaries quoted 213 193 134
Bristol median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +11.11%
10th Percentile £26,350 £27,500 £23,075
90th Percentile £63,750 £57,500 £65,500
South West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +8.11%

Analytical Skills is in the Generic IT Skills category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Bristol with a requirement for generic IT skills.

All Generic IT Skills
Bristol
Permanent vacancies with a requirement for generic IT skills 1,555 1,644 1,598
As % of all permanent IT jobs advertised in Bristol 41.66% 42.55% 46.77%
Number of salaries quoted 1,209 1,304 1,379
Bristol median annual salary £45,000 £43,500 £40,500
Median salary % change year-on-year +3.45% +7.41% +1.25%
10th Percentile £26,000 £25,000 £24,200
90th Percentile £67,500 £66,250 £68,750
South West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +3.90%

Analytical Skills
Job Vacancy Trend in Bristol

Job postings citing Analytical Skills as a percentage of all IT jobs advertised in Bristol.

Job vacancy trend for Analytical Skills in Bristol

Analytical Skills
Salary Trend in Bristol

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Analytical Skills in Bristol.

Salary trend for Analytical Skills in Bristol

Analytical Skills
Salary Histogram in Bristol

The salary distribution of IT jobs citing Analytical Skills in Bristol over the 6 months to 16 August 2018.

Salary histogram for Analytical Skills in Bristol

For the 6 months to 16 August 2018, IT jobs citing Analytical Skills also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Bristol region with a requirement for Analytical Skills.

1 115 (44.23%) Agile Software Development
2 100 (38.46%) Problem-Solving
3 95 (36.54%) SQL
4 73 (28.08%) Finance
5 58 (22.31%) Degree
6 55 (21.15%) Microsoft
6 55 (21.15%) SDLC
7 54 (20.77%) C#
8 49 (18.85%) HTML
8 49 (18.85%) .NET
9 47 (18.08%) SQL Server
10 45 (17.31%) Test Automation
11 44 (16.92%) Business Intelligence
12 41 (15.77%) JavaScript
13 38 (14.62%) Scrum
14 37 (14.23%) Continuous Integration
15 35 (13.46%) Analytics
16 34 (13.08%) Selenium
17 33 (12.69%) Python
18 32 (12.31%) Java
18 32 (12.31%) CSS
18 32 (12.31%) Analytical Thinking
19 31 (11.92%) Microsoft Excel
20 29 (11.15%) Git (software)
21 28 (10.77%) JIRA
22 27 (10.38%) SQL Server Reporting Services
23 26 (10.00%) MVC
23 26 (10.00%) User Experience
24 25 (9.62%) Project Management
25 23 (8.85%) Decision-Making

Analytical Skills
Co-occurring IT Skills in Bristol 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 11 (4.23%) CMS
2 7 (2.69%) SAS
3 6 (2.31%) Sitecore CMS
3 6 (2.31%) Umbraco
4 5 (1.92%) Apache Solr
4 5 (1.92%) Blackberry Enterprise Server
4 5 (1.92%) Drupal
5 4 (1.54%) IIS
6 1 (0.38%) Apache Spark
6 1 (0.38%) Confluence
6 1 (0.38%) Elasticsearch
6 1 (0.38%) MS Exchange
6 1 (0.38%) SharePoint
6 1 (0.38%) Skype for Business
Applications
1 31 (11.92%) Microsoft Excel
2 7 (2.69%) Adobe Illustrator
2 7 (2.69%) Photoshop
3 6 (2.31%) MS Visio
3 6 (2.31%) SPSS
4 5 (1.92%) Microsoft Project
5 4 (1.54%) Microsoft Office
6 1 (0.38%) Adobe Creative Suite
Business Applications
1 5 (1.92%) Dynamics CRM
2 2 (0.77%) Dynamics AX
2 2 (0.77%) PeopleSoft HRMS
2 2 (0.77%) SAP HR
3 1 (0.38%) Cognos Business Intelligence
3 1 (0.38%) Primavera
Cloud Services
1 21 (8.08%) Microsoft Azure
2 13 (5.00%) Amazon AWS
3 11 (4.23%) SaaS
4 9 (3.46%) IaaS
5 7 (2.69%) PaaS
6 5 (1.92%) Dynamics 365
7 4 (1.54%) Cloud Computing
7 4 (1.54%) Google Cloud Platform
8 3 (1.15%) npm
8 3 (1.15%) NuGet
8 3 (1.15%) Office 365
9 2 (0.77%) Taleo
10 1 (0.38%) AdWords
10 1 (0.38%) Google Analytics
Communications & Networking
1 9 (3.46%) HTTP
2 8 (3.08%) SSL
3 7 (2.69%) DNS
4 6 (2.31%) FTP
4 6 (2.31%) SMTP
5 5 (1.92%) Extranet
6 4 (1.54%) Firewall
6 4 (1.54%) Internet
6 4 (1.54%) Intrusion Detection
6 4 (1.54%) TCP/IP
7 3 (1.15%) Network Security
8 2 (0.77%) VoIP
9 1 (0.38%) Cisco IOS
9 1 (0.38%) LAN
9 1 (0.38%) PBX
9 1 (0.38%) SAN
9 1 (0.38%) SMS
9 1 (0.38%) VPN
9 1 (0.38%) WAN
9 1 (0.38%) Wireless
Database & Business Intelligence
1 47 (18.08%) SQL Server
2 27 (10.38%) SQL Server Reporting Services
3 18 (6.92%) Relational Database
4 16 (6.15%) MySQL
4 16 (6.15%) QlikView
5 13 (5.00%) MongoDB
5 13 (5.00%) NoSQL
5 13 (5.00%) Power BI
5 13 (5.00%) RDBMS
6 8 (3.08%) Apache Cassandra
7 7 (2.69%) CouchDB
8 6 (2.31%) Spotfire
9 5 (1.92%) SQL Server 2008
10 4 (1.54%) BusinessObjects
10 4 (1.54%) PowerPivot
11 2 (0.77%) Amazon RDS
11 2 (0.77%) Data Warehouse
11 2 (0.77%) Oracle Reports
11 2 (0.77%) PostgreSQL
11 2 (0.77%) SQL Server Analysis Services
Development Applications
1 34 (13.08%) Selenium
2 29 (11.15%) Git (software)
3 28 (10.77%) JIRA
4 21 (8.08%) Jenkins
5 20 (7.69%) Team Foundation Server
6 19 (7.31%) Protractor
7 18 (6.92%) JUnit
8 17 (6.54%) Jasmine
9 14 (5.38%) TestNG
10 7 (2.69%) WebDriver
11 6 (2.31%) Log4Net
11 6 (2.31%) SpecFlow
11 6 (2.31%) Visual Studio
12 5 (1.92%) PHPUnit
12 5 (1.92%) SoapUI
13 4 (1.54%) CruiseControl
13 4 (1.54%) Cucumber
13 4 (1.54%) TeamCity
14 3 (1.15%) Maven
14 3 (1.15%) NUnit
General
1 73 (28.08%) Finance
2 20 (7.69%) Retail
3 19 (7.31%) Marketing
4 16 (6.15%) Telecoms
5 15 (5.77%) Manufacturing
6 12 (4.62%) Electronics
7 7 (2.69%) Military
8 5 (1.92%) Back Office
9 4 (1.54%) Advertising
9 4 (1.54%) Billing
10 3 (1.15%) Aerospace
10 3 (1.15%) Banking
10 3 (1.15%) Legal
11 2 (0.77%) Games
11 2 (0.77%) Local Government
12 1 (0.38%) Dutch Language
12 1 (0.38%) French Language
12 1 (0.38%) Law
12 1 (0.38%) Publishing
Job Titles
1 76 (29.23%) Analyst
2 38 (14.62%) Developer
3 33 (12.69%) Consultant
4 21 (8.08%) Data Analyst
5 16 (6.15%) .NET Developer
6 15 (5.77%) Business Analyst
7 14 (5.38%) Automation Test Lead
7 14 (5.38%) Senior Consultant
8 13 (5.00%) Support Analyst
8 13 (5.00%) Test Automation Consultant
8 13 (5.00%) Test Consultant
9 12 (4.62%) Architect
9 12 (4.62%) Graduate
9 12 (4.62%) Product Manager
9 12 (4.62%) Senior Analyst
9 12 (4.62%) Test Engineer
9 12 (4.62%) Tester
10 11 (4.23%) Business Intelligence Analyst
11 8 (3.08%) Graduate Developer
11 8 (3.08%) Senior Data Analyst
Libraries, Frameworks & Software Standards
1 49 (18.85%) .NET
1 49 (18.85%) HTML
2 32 (12.31%) CSS
3 16 (6.15%) ASP.NET
4 15 (5.77%) .NET Framework
5 13 (5.00%) JSON
6 12 (4.62%) HTML5
7 10 (3.85%) XML
8 9 (3.46%) Ajax
8 9 (3.46%) AngularJS
8 9 (3.46%) ASP.NET MVC
9 8 (3.08%) React
10 7 (2.69%) Laravel
10 7 (2.69%) Web Services
11 6 (2.31%) Razor View Engine
12 5 (1.92%) ASP.NET Web API
12 5 (1.92%) Entity Framework
12 5 (1.92%) Vue.js
13 4 (1.54%) jQuery
13 4 (1.54%) Spring
Miscellaneous
1 26 (10.00%) User Experience
2 20 (7.69%) Computer Science
3 18 (6.92%) Self-Motivation
4 16 (6.15%) Management Information System
5 13 (5.00%) Analytical Mindset
6 12 (4.62%) Mobile App
7 8 (3.08%) Fintech
8 5 (1.92%) EPoS
9 4 (1.54%) Public Cloud
10 2 (0.77%) Blog
10 2 (0.77%) Data Structures
10 2 (0.77%) Digital Media
10 2 (0.77%) Embedded Systems
10 2 (0.77%) Wiki
11 1 (0.38%) Cyberthreat
11 1 (0.38%) Data Centre
11 1 (0.38%) Linux Command Line
11 1 (0.38%) Online Gambling
11 1 (0.38%) Over-the-Top Content
11 1 (0.38%) Tandem
Operating Systems
1 21 (8.08%) Windows
2 15 (5.77%) Linux
3 13 (5.00%) Unix
4 4 (1.54%) Windows Server
5 1 (0.38%) Embedded Linux
5 1 (0.38%) Windows Server 2012
Processes & Methodologies
1 115 (44.23%) Agile Software Development
2 100 (38.46%) Problem-Solving
3 55 (21.15%) SDLC
4 45 (17.31%) Test Automation
5 44 (16.92%) Business Intelligence
6 38 (14.62%) Scrum
7 37 (14.23%) Continuous Integration
8 35 (13.46%) Analytics
9 32 (12.31%) Analytical Thinking
10 26 (10.00%) MVC
11 25 (9.62%) Project Management
12 23 (8.85%) Decision-Making
13 22 (8.46%) Open Source
14 18 (6.92%) Mentoring
14 18 (6.92%) Software Engineering
14 18 (6.92%) Stakeholder Management
14 18 (6.92%) TDD
15 17 (6.54%) Data Analytics
15 17 (6.54%) DevOps
16 16 (6.15%) Visualisation
Programming Languages
1 95 (36.54%) SQL
2 54 (20.77%) C#
3 41 (15.77%) JavaScript
4 33 (12.69%) Python
5 32 (12.31%) Java
6 16 (6.15%) PowerShell
7 10 (3.85%) R
8 9 (3.46%) PHP
8 9 (3.46%) VBA
9 8 (3.08%) Shell Script
10 7 (2.69%) C
11 6 (2.31%) T-SQL
11 6 (2.31%) VB.NET
11 6 (2.31%) VBScript
12 5 (1.92%) Bash Shell
13 2 (0.77%) C++
13 2 (0.77%) PeopleCode
14 1 (0.38%) Perl
14 1 (0.38%) VB
14 1 (0.38%) X++
Qualifications
1 58 (22.31%) Degree
2 16 (6.15%) Security Cleared
3 8 (3.08%) SC Cleared
4 7 (2.69%) Computer Science Degree
4 7 (2.69%) ISEB
5 5 (1.92%) Six Sigma Green Belt
6 4 (1.54%) Numerate Degree
6 4 (1.54%) PMI Certification
6 4 (1.54%) PMP
7 3 (1.15%) ISTQB
8 2 (0.77%) ISTQB Foundation Certification
8 2 (0.77%) Master's Degree
8 2 (0.77%) Microsoft Certification
9 1 (0.38%) A+ Certification
9 1 (0.38%) CCNP
9 1 (0.38%) Cisco Certification
9 1 (0.38%) CISSP
9 1 (0.38%) SANS
9 1 (0.38%) SSCP
9 1 (0.38%) TOGAF Certification
Quality Assurance & Compliance
1 22 (8.46%) QA
2 12 (4.62%) Data Quality
3 9 (3.46%) ISO/IEC 27001
4 5 (1.92%) WCAG
5 3 (1.15%) GDPR
6 2 (0.77%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
7 1 (0.38%) GCP
7 1 (0.38%) GPG13
7 1 (0.38%) SLA
System Software
1 3 (1.15%) Active Directory
1 3 (1.15%) Hyper-V
2 1 (0.38%) Docker
2 1 (0.38%) Virtual Machines
Systems Management
1 5 (1.92%) WMI
2 4 (1.54%) Puppet
3 3 (1.15%) Host Intrusion Detection System
3 3 (1.15%) Network Intrusion Detection System
4 1 (0.38%) AirWatch
4 1 (0.38%) Ansible
4 1 (0.38%) Backup Exec
4 1 (0.38%) Kubernetes
Vendors
1 55 (21.15%) Microsoft
2 22 (8.46%) Tableau
3 16 (6.15%) SAP
4 13 (5.00%) Oracle
5 6 (2.31%) Sitecore
6 5 (1.92%) Cadence
6 5 (1.92%) Capita
6 5 (1.92%) Google
7 4 (1.54%) Salesforce.com
8 3 (1.15%) Cognos
8 3 (1.15%) VMware
9 2 (0.77%) Lumesse
9 2 (0.77%) PeopleSoft
10 1 (0.38%) Adobe
10 1 (0.38%) arcserve
10 1 (0.38%) BT
10 1 (0.38%) Cisco
10 1 (0.38%) HP
10 1 (0.38%) McAfee
10 1 (0.38%) Sybase