Period
to 19 March 2019

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in the East of England. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 19 March 2019 with a comparison to the same period over the previous 2 years.

Analytical Skills
England > East of England
6 months to
19 Mar 2019
Same period 2018 Same period 2017
Rank 22 31 28
Rank change year-on-year +9 -3 -7
Permanent jobs citing Analytical Skills 774 970 934
As % of all permanent IT jobs advertised in the East of England 9.00% 7.62% 7.46%
As % of the Miscellaneous category 21.96% 18.69% 20.52%
Number of salaries quoted 538 729 787
East of England median annual salary £41,500 £50,000 £42,500
Median salary % change year-on-year -17.00% +17.65% -5.56%
10th Percentile £26,250 £27,500 £23,750
90th Percentile £68,750 £71,250 £63,000
England median annual salary £50,000 £50,000 £45,000
% change year-on-year - +11.11% -2.17%

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 the East of England with a requirement for generic IT skills.

All Generic IT Skills
East of England
Permanent vacancies with a requirement for generic IT skills 3,524 5,191 4,552
As % of all permanent IT jobs advertised in the East of England 40.97% 40.76% 36.34%
Number of salaries quoted 2,587 3,896 3,619
East of England median annual salary £47,500 £50,000 £45,000
Median salary % change year-on-year -5.00% +11.11% -
10th Percentile £26,250 £27,500 £25,700
90th Percentile £72,500 £72,500 £68,750
England median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - -

Analytical Skills
Job Vacancy Trend in the East of England

Job postings citing Analytical Skills as a percentage of all IT jobs advertised in the East of England.

Job vacancy trend for Analytical Skills in the East of England

Analytical Skills
Salary Trend in the East of England

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

Salary trend for Analytical Skills in the East of England

Analytical Skills
Salary Histogram in the East of England

The salary distribution of IT jobs citing Analytical Skills in the East of England over the 6 months to 19 March 2019.

Salary histogram for Analytical Skills in the East of England

Analytical Skills
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytical Skills within the East of England region over the 6 months to 19 March 2019. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Hertfordshire +4 336 £47,500 -9.52% 43
Cambridgeshire +21 257 £38,100 -12.41% 43
Bedfordshire +5 73 £44,250 -2.75% 20
Essex -13 54 £33,517 -39.06% 18
Suffolk +14 30 £40,000 -11.11% 11
Norfolk +18 24 £44,684 +2.72% 6
Analytical Skills
England

For the 6 months to 19 March 2019, 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 East of England region with a requirement for Analytical Skills.

1 405 (52.33%) Problem-Solving
2 201 (25.97%) Agile Software Development
3 197 (25.45%) Degree
4 187 (24.16%) Microsoft
5 177 (22.87%) SQL
6 140 (18.09%) Self-Motivation
7 133 (17.18%) SQL Server
8 124 (16.02%) Finance
9 117 (15.12%) Retail
10 116 (14.99%) Project Management
11 107 (13.82%) Analytics
12 104 (13.44%) Firewall
13 101 (13.05%) Data Analysis
14 97 (12.53%) Windows
15 94 (12.14%) Computer Science
16 92 (11.89%) C#
17 87 (11.24%) Mathematics
18 85 (10.98%) Java
19 83 (10.72%) Python
20 80 (10.34%) Linux
21 78 (10.08%) JavaScript
22 77 (9.95%) Security Cleared
23 76 (9.82%) HTML
23 76 (9.82%) Software Engineering
24 73 (9.43%) XML
24 73 (9.43%) Cybersecurity
25 72 (9.30%) Oracle
26 70 (9.04%) SC Cleared
27 68 (8.79%) ETL
27 68 (8.79%) Cisco Certification

Analytical Skills
Co-occurring IT Skills in the East of 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 30 (3.88%) SharePoint
2 19 (2.45%) MS Exchange
3 15 (1.94%) IIS
4 13 (1.68%) Elasticsearch
5 11 (1.42%) Exchange Server 2010
6 10 (1.29%) Exchange Server 2013
7 6 (0.78%) OpenStack
7 6 (0.78%) Oracle Service Bus
7 6 (0.78%) Oracle SOA Suite
8 5 (0.65%) Apache
8 5 (0.65%) Apache Spark
8 5 (0.65%) CMS
8 5 (0.65%) Confluence
9 3 (0.39%) SAS
10 2 (0.26%) Exchange Server 2003
10 2 (0.26%) Exchange Server 2007
10 2 (0.26%) JBoss
10 2 (0.26%) MS Project Server
10 2 (0.26%) Tomcat
10 2 (0.26%) WebSphere
Applications
1 65 (8.40%) Microsoft Excel
2 30 (3.88%) Microsoft Office
3 25 (3.23%) Microsoft PowerPoint
4 16 (2.07%) MS Visio
4 16 (2.07%) Photoshop
5 6 (0.78%) Microsoft Project
6 2 (0.26%) Adobe Creative Suite
7 1 (0.13%) Adobe Illustrator
7 1 (0.13%) CATIA
7 1 (0.13%) Fireworks
7 1 (0.13%) Gephi
Business Applications
1 20 (2.58%) Salesforce.com CRM
2 18 (2.33%) Dynamics CRM
3 8 (1.03%) Oracle Financials
3 8 (1.03%) Unit4 Business World
4 7 (0.90%) Dynamics AX
5 6 (0.78%) NetSuite
6 3 (0.39%) Cognos Business Intelligence
6 3 (0.39%) Dynamics NAV
7 2 (0.26%) Cognos TM1
7 2 (0.26%) Endur
7 2 (0.26%) Oracle Applications
8 1 (0.13%) BPCS
8 1 (0.13%) Dynamics GP
8 1 (0.13%) Postilion
Cloud Services
1 51 (6.59%) Amazon AWS
2 47 (6.07%) Microsoft Azure
3 41 (5.30%) SaaS
4 20 (2.58%) Office 365
5 18 (2.33%) GitHub
6 11 (1.42%) Dynamics 365
7 8 (1.03%) Google Analytics
8 7 (0.90%) Amazon CloudWatch
8 7 (0.90%) Amazon EC2
8 7 (0.90%) Amazon Glacier
8 7 (0.90%) Amazon S3
8 7 (0.90%) Amazon SQS
8 7 (0.90%) AWS CloudFormation
8 7 (0.90%) AWS CloudTrail
8 7 (0.90%) Cloud Computing
8 7 (0.90%) Virtual Private Cloud
9 4 (0.52%) Google Cloud Platform
10 3 (0.39%) AdWords
10 3 (0.39%) Google Tag Manager
11 2 (0.26%) Mimecast
Communications & Networking
1 104 (13.44%) Firewall
2 65 (8.40%) DNS
3 62 (8.01%) TCP/IP
4 61 (7.88%) DHCP
5 39 (5.04%) LAN
5 39 (5.04%) WAN
6 34 (4.39%) SSL
7 31 (4.01%) Wireshark
8 28 (3.62%) Network Security
9 25 (3.23%) HTTP
10 24 (3.10%) VoIP
11 23 (2.97%) Intrusion Detection
12 21 (2.71%) Internet
13 20 (2.58%) Ethernet
13 20 (2.58%) Wi-Fi
14 18 (2.33%) OSPF
15 16 (2.07%) BGP
16 15 (1.94%) FTP
17 13 (1.68%) VPN
18 12 (1.55%) SNMP
Database & Business Intelligence
1 133 (17.18%) SQL Server
2 54 (6.98%) SQL Server Integration Services
3 41 (5.30%) SQL Server Reporting Services
4 30 (3.88%) PostgreSQL
5 26 (3.36%) Power BI
6 23 (2.97%) Big Data
7 22 (2.84%) Data Warehouse
7 22 (2.84%) MySQL
8 21 (2.71%) SQL Server 2016
9 13 (1.68%) Relational Database
10 10 (1.29%) Oracle Database
11 8 (1.03%) OLAP
11 8 (1.03%) RDBMS
11 8 (1.03%) SSDT
12 7 (0.90%) Amazon RDS
12 7 (0.90%) Apache Hive
12 7 (0.90%) MongoDB
12 7 (0.90%) Redis
13 6 (0.78%) Hadoop
13 6 (0.78%) Oracle Database 12c
Development Applications
1 42 (5.43%) JIRA
2 33 (4.26%) Visual Studio
3 22 (2.84%) Subversion
4 19 (2.45%) Jenkins
5 18 (2.33%) Git (software)
6 10 (1.29%) Eclipse
7 7 (0.90%) Selenium
8 5 (0.65%) Bitbucket
8 5 (0.65%) git-flow
8 5 (0.65%) Visual Studio Team System
9 4 (0.52%) Axure RP
10 3 (0.39%) Burp Suite
10 3 (0.39%) ER Studio
10 3 (0.39%) Gradle
10 3 (0.39%) Hudson
10 3 (0.39%) LabVIEW
10 3 (0.39%) Metasploit
11 2 (0.26%) Jasmine
11 2 (0.26%) Team Foundation Server
12 1 (0.13%) Mocha
General
1 124 (16.02%) Finance
2 117 (15.12%) Retail
3 32 (4.13%) Pharmaceutical
4 28 (3.62%) Marketing
5 21 (2.71%) Automotive
6 12 (1.55%) Advertising
7 11 (1.42%) Legal
7 11 (1.42%) Manufacturing
8 7 (0.90%) Banking
9 6 (0.78%) Telecoms
10 4 (0.52%) Electronics
10 4 (0.52%) Financial Institution
10 4 (0.52%) French Language
10 4 (0.52%) Games
10 4 (0.52%) Law
10 4 (0.52%) Spanish Language
11 3 (0.39%) Local Government
12 2 (0.26%) Publishing
13 1 (0.13%) Billing
13 1 (0.13%) Multimedia
Job Titles
1 236 (30.49%) Analyst
2 113 (14.60%) Developer
3 47 (6.07%) Business Analyst
3 47 (6.07%) Consultant
4 42 (5.43%) Graduate
4 42 (5.43%) Software Developer
5 39 (5.04%) Software Engineer
6 36 (4.65%) Support Analyst
7 32 (4.13%) SQL Developer
8 30 (3.88%) Data Analyst
9 26 (3.36%) Applications Support
9 26 (3.36%) Security Engineer
10 25 (3.23%) Applications Support Analyst
10 25 (3.23%) Architect
11 23 (2.97%) Project Manager
12 21 (2.71%) Graduate Developer
13 20 (2.58%) ETL Developer
13 20 (2.58%) Network Engineer
13 20 (2.58%) Oracle Developer
13 20 (2.58%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 76 (9.82%) HTML
2 73 (9.43%) XML
3 46 (5.94%) .NET
3 46 (5.94%) CSS
4 31 (4.01%) Web Services
5 30 (3.88%) HTML5
5 30 (3.88%) JSON
6 19 (2.45%) JSP
7 15 (1.94%) Ajax
7 15 (1.94%) AngularJS
7 15 (1.94%) RESTful
7 15 (1.94%) XSD
8 13 (1.68%) XHTML
8 13 (1.68%) XML Schema
8 13 (1.68%) XSL
9 12 (1.55%) ASP.NET
10 11 (1.42%) SOAP
11 10 (1.29%) Flash
11 10 (1.29%) ODBC
11 10 (1.29%) REST
Miscellaneous
1 140 (18.09%) Self-Motivation
2 48 (6.20%) Management Information System
3 45 (5.81%) Cyberthreat
4 33 (4.26%) Security Operations Centre
5 32 (4.13%) Data Centre
6 29 (3.75%) Reference Data
7 27 (3.49%) Algorithms
8 26 (3.36%) Analytical Mindset
9 25 (3.23%) Cyber Defence
10 21 (2.71%) Cyber Kill Chain
10 21 (2.71%) Driving Licence
10 21 (2.71%) Life Science
11 19 (2.45%) User Experience
12 14 (1.81%) Data Structures
12 14 (1.81%) Enterprise Software
13 12 (1.55%) e-Learning
13 12 (1.55%) Mobile App
14 11 (1.42%) PKI
15 10 (1.29%) Replication
16 9 (1.16%) Social Media
Operating Systems
1 97 (12.53%) Windows
2 80 (10.34%) Linux
3 16 (2.07%) Windows Server
4 15 (1.94%) Red Hat Enterprise Linux
5 12 (1.55%) Mac OS X
5 12 (1.55%) Unix
6 11 (1.42%) Windows 10
6 11 (1.42%) Windows Server 2008
6 11 (1.42%) Windows Server 2012
7 9 (1.16%) Windows Server 2003
8 8 (1.03%) Windows XP
9 7 (0.90%) Android
10 5 (0.65%) Ubuntu
11 4 (0.52%) CentOS
11 4 (0.52%) Mac OS
12 3 (0.39%) Kali Linux
13 2 (0.26%) Solaris
13 2 (0.26%) Windows 7
13 2 (0.26%) Windows 8
14 1 (0.13%) Windows 2000
Processes & Methodologies
1 405 (52.33%) Problem-Solving
2 201 (25.97%) Agile Software Development
3 116 (14.99%) Project Management
4 107 (13.82%) Analytics
5 101 (13.05%) Data Analysis
6 94 (12.14%) Computer Science
7 87 (11.24%) Mathematics
8 76 (9.82%) Software Engineering
9 73 (9.43%) Cybersecurity
10 68 (8.79%) ETL
11 57 (7.36%) Business Analysis
11 57 (7.36%) Migration
12 56 (7.24%) Information Security
13 52 (6.72%) ITIL
13 52 (6.72%) Machine Learning
13 52 (6.72%) SIEM
14 49 (6.33%) Decision-Making
14 49 (6.33%) PRINCE2
15 48 (6.20%) CRM
16 47 (6.07%) Data Migration
Programming Languages
1 177 (22.87%) SQL
2 92 (11.89%) C#
3 85 (10.98%) Java
4 83 (10.72%) Python
5 78 (10.08%) JavaScript
6 54 (6.98%) C++
7 47 (6.07%) T-SQL
8 45 (5.81%) C
9 35 (4.52%) PowerShell
10 28 (3.62%) VBA
11 27 (3.49%) PL/SQL
12 19 (2.45%) R
13 17 (2.20%) Perl
14 16 (2.07%) Bash Shell
15 15 (1.94%) PHP
16 14 (1.81%) TypeScript
17 13 (1.68%) Apex Code
17 13 (1.68%) MATLAB
18 10 (1.29%) Embedded C
18 10 (1.29%) VB
Qualifications
1 197 (25.45%) Degree
2 77 (9.95%) Security Cleared
3 70 (9.04%) SC Cleared
4 68 (8.79%) Cisco Certification
5 58 (7.49%) CCNA
6 40 (5.17%) CISSP
6 40 (5.17%) PhD
7 26 (3.36%) Microsoft Certification
8 25 (3.23%) Computer Science Degree
9 24 (3.10%) GCIA
9 24 (3.10%) GCIH
9 24 (3.10%) GSEC
10 20 (2.58%) CEH
11 18 (2.33%) CCNP
11 18 (2.33%) SSCP
12 15 (1.94%) ISEB
12 15 (1.94%) MCSE
13 14 (1.81%) CCIE
14 13 (1.68%) GCFA
14 13 (1.68%) GREM
Quality Assurance & Compliance
1 64 (8.27%) Data Quality
2 25 (3.23%) QA
2 25 (3.23%) SLA
3 21 (2.71%) PMO
4 10 (1.29%) GDPR
5 7 (0.90%) ISO/IEC 27001
6 5 (0.65%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
7 4 (0.52%) ISO/IEC 20000
7 4 (0.52%) PCI DSS
8 3 (0.39%) HIPAA
8 3 (0.39%) Sarbanes-Oxley
9 2 (0.26%) GAMP
10 1 (0.13%) IEC 62304
10 1 (0.13%) ISO 13485
10 1 (0.13%) P3O
10 1 (0.13%) PA-DSS
10 1 (0.13%) Solvency II
System Software
1 36 (4.65%) Active Directory
2 24 (3.10%) Docker
3 20 (2.58%) VMware Infrastructure
4 7 (0.90%) Hyper-V
5 4 (0.52%) Apache Flume
6 3 (0.39%) HDFS
7 2 (0.26%) VMware NSX
7 2 (0.26%) VMware Workstation
7 2 (0.26%) vSphere
7 2 (0.26%) XenApp
8 1 (0.13%) PowerHA
8 1 (0.13%) Terminal Services
8 1 (0.13%) VMware ESXi
Systems Management
1 20 (2.58%) RSA Security Analytics
2 19 (2.45%) SCCM
2 19 (2.45%) SCOM
3 15 (1.94%) Stealthwatch
4 6 (0.78%) Consul
4 6 (0.78%) Graphite
4 6 (0.78%) HP ALM
5 4 (0.52%) Ansible
5 4 (0.52%) Kubernetes
5 4 (0.52%) Oozie
6 3 (0.39%) Docker Swarm
7 2 (0.26%) EMC NetWorker
7 2 (0.26%) Forefront Identity Manager
7 2 (0.26%) Terraform
7 2 (0.26%) Tivoli Storage Manager
8 1 (0.13%) Nagios
8 1 (0.13%) Norton AntiVirus
8 1 (0.13%) SolarWinds Orion
8 1 (0.13%) WSUS
8 1 (0.13%) yum
Vendors
1 187 (24.16%) Microsoft
2 72 (9.30%) Oracle
3 56 (7.24%) Cisco
4 39 (5.04%) CheckPoint
5 37 (4.78%) Splunk
5 37 (4.78%) VMware
6 35 (4.52%) Salesforce.com
7 23 (2.97%) Symantec
8 22 (2.84%) Google
8 22 (2.84%) Red Hat
9 21 (2.71%) Talend
10 20 (2.58%) Juniper
10 20 (2.58%) SAP
11 18 (2.33%) Nortel
12 17 (2.20%) Avaya
13 16 (2.07%) Nokia
13 16 (2.07%) Riverbed
14 13 (1.68%) Qualys
15 12 (1.55%) Sun
16 10 (1.29%) Tableau