Period
to 15 February 2019

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in Nottingham. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 15 February 2019 with a comparison to the same period over the previous 2 years.

Analytical Skills
Nottinghamshire > Nottingham
6 months to
15 Feb 2019
Same period 2018 Same period 2017
Rank 60 62 51
Rank change year-on-year +2 -11 -33
Permanent jobs citing Analytical Skills 51 90 106
As % of all permanent IT jobs advertised in Nottingham 4.16% 4.97% 5.35%
As % of the Miscellaneous category 9.48% 13.70% 14.62%
Number of salaries quoted 46 65 77
Nottingham median annual salary £40,000 £45,000 £45,000
Median salary % change year-on-year -11.11% - -
10th Percentile £29,500 £27,500 £29,250
90th Percentile £73,750 £60,000 £75,000
Nottinghamshire median annual salary £37,500 £40,000 £42,500
% change year-on-year -6.25% -5.88% +6.25%

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 Nottingham with a requirement for generic IT skills.

All Generic IT Skills
Nottingham
Permanent vacancies with a requirement for generic IT skills 538 657 725
As % of all permanent IT jobs advertised in Nottingham 43.85% 36.28% 36.62%
Number of salaries quoted 436 530 575
Nottingham median annual salary £45,000 £42,750 £47,500
Median salary % change year-on-year +5.26% -10.00% +26.67%
10th Percentile £29,375 £27,500 £28,500
90th Percentile £72,500 £75,000 £77,500
Nottinghamshire median annual salary £45,000 £42,500 £45,000
% change year-on-year +5.88% -5.56% +20.00%

Analytical Skills
Job Vacancy Trend in Nottingham

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

Job vacancy trend for Analytical Skills in Nottingham

Analytical Skills
Salary Trend in Nottingham

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

Salary trend for Analytical Skills in Nottingham

Analytical Skills
Salary Histogram in Nottingham

The salary distribution of IT jobs citing Analytical Skills in Nottingham over the 6 months to 15 February 2019.

Salary histogram for Analytical Skills in Nottingham

For the 6 months to 15 February 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 Nottingham region with a requirement for Analytical Skills.

1 23 (45.10%) Analytics
2 16 (31.37%) SQL
2 16 (31.37%) Problem-Solving
3 11 (21.57%) ITIL
3 11 (21.57%) Finance
3 11 (21.57%) Data Analysis
4 9 (17.65%) Agile Software Development
4 9 (17.65%) Microsoft
5 8 (15.69%) VoIP
5 8 (15.69%) Mathematics
6 7 (13.73%) Marketing
6 7 (13.73%) SQL Server
6 7 (13.73%) Genesys
6 7 (13.73%) Data Science
7 6 (11.76%) Data Management
7 6 (11.76%) Data Modelling
7 6 (11.76%) ETL
7 6 (11.76%) Python
7 6 (11.76%) Statistics
7 6 (11.76%) Microsoft Azure
7 6 (11.76%) Machine Learning
7 6 (11.76%) Big Data
8 5 (9.80%) Continuous Improvement
8 5 (9.80%) Data Analytics
8 5 (9.80%) Mentoring
8 5 (9.80%) Apache Spark
8 5 (9.80%) Algorithms
8 5 (9.80%) Power BI
8 5 (9.80%) Visualisation
8 5 (9.80%) Data Architecture

Analytical Skills
Co-occurring IT Skills in Nottingham 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 5 (9.80%) Apache Spark
2 1 (1.96%) Exchange Server 2010
2 1 (1.96%) IIS
2 1 (1.96%) MS Exchange
2 1 (1.96%) Skype for Business
Applications
1 4 (7.84%) Microsoft Excel
2 3 (5.88%) Microsoft PowerPoint
3 2 (3.92%) Microsoft Office
3 2 (3.92%) MS Visio
4 1 (1.96%) Microsoft Project
4 1 (1.96%) Spreadsheet
Business Applications
1 1 (1.96%) Dynamics CRM
Cloud Services
1 6 (11.76%) Microsoft Azure
2 4 (7.84%) Azure Data Factory
3 3 (5.88%) Amazon AWS
4 1 (1.96%) Cloud Computing
4 1 (1.96%) Google Analytics
4 1 (1.96%) Google Cloud Platform
4 1 (1.96%) Office 365
4 1 (1.96%) SaaS
Communications & Networking
1 8 (15.69%) VoIP
2 3 (5.88%) MPLS
3 2 (3.92%) BGP
3 2 (3.92%) Broadband
3 2 (3.92%) Ethernet
3 2 (3.92%) HSRP
3 2 (3.92%) HTTP
3 2 (3.92%) OSPF
3 2 (3.92%) TCP/IP
3 2 (3.92%) WAN
3 2 (3.92%) Wireless
4 1 (1.96%) Firewall
4 1 (1.96%) IPsec
4 1 (1.96%) LAN
4 1 (1.96%) NAS
4 1 (1.96%) SAN
4 1 (1.96%) Skype
4 1 (1.96%) Unified Communications
4 1 (1.96%) VPN
4 1 (1.96%) WLAN
Database & Business Intelligence
1 7 (13.73%) SQL Server
2 6 (11.76%) Big Data
3 5 (9.80%) Data Warehouse
3 5 (9.80%) Power BI
4 4 (7.84%) SQL Server Integration Services
4 4 (7.84%) SQL Server Reporting Services
5 1 (1.96%) Azure SQL Data Warehouse
5 1 (1.96%) Azure SQL Database
5 1 (1.96%) Cloudera CDH
5 1 (1.96%) Hadoop
5 1 (1.96%) HDInsight
5 1 (1.96%) NoSQL
5 1 (1.96%) Relational Database
5 1 (1.96%) SQL Server 2014
5 1 (1.96%) SQL Server 2016
5 1 (1.96%) Sqoop
Development Applications
1 2 (3.92%) JIRA
General
1 11 (21.57%) Finance
2 7 (13.73%) Marketing
3 4 (7.84%) Retail
4 3 (5.88%) Telecoms
5 2 (3.92%) Banking
5 2 (3.92%) Electronics
5 2 (3.92%) Manufacturing
6 1 (1.96%) Aerospace
6 1 (1.96%) Automotive
6 1 (1.96%) Legal
Job Titles
1 12 (23.53%) Analyst
2 8 (15.69%) Architect
3 7 (13.73%) Support Engineer
3 7 (13.73%) Telephony Engineer
3 7 (13.73%) Telephony Support
4 6 (11.76%) Business Analyst
5 5 (9.80%) Data Scientist
6 4 (7.84%) Data Analyst
6 4 (7.84%) Data Architect
6 4 (7.84%) Developer
7 3 (5.88%) .NET Developer
7 3 (5.88%) ASP.NET Developer
7 3 (5.88%) C# .NET Developer
7 3 (5.88%) C# ASP.NET Developer
7 3 (5.88%) C# Developer
7 3 (5.88%) Consultant
7 3 (5.88%) Junior
7 3 (5.88%) Machine Learning Scientist
7 3 (5.88%) Network Engineer
7 3 (5.88%) Technical Architect
Libraries, Frameworks & Software Standards
1 4 (7.84%) Kafka
2 3 (5.88%) .NET
2 3 (5.88%) ASP.NET
3 2 (3.92%) ASP.NET MVC
3 2 (3.92%) ASP.NET Web API
3 2 (3.92%) Natural Language Processing
3 2 (3.92%) scikit-learn
3 2 (3.92%) TensorFlow
3 2 (3.92%) XGBoost
4 1 (1.96%) Android SDK
4 1 (1.96%) CSS
4 1 (1.96%) HTML
4 1 (1.96%) JSON
4 1 (1.96%) RESTful
Miscellaneous
1 5 (9.80%) Algorithms
1 5 (9.80%) Credit Risk
2 3 (5.88%) Analytical Mindset
2 3 (5.88%) Fintech
2 3 (5.88%) Self-Motivation
3 2 (3.92%) Data Centre
3 2 (3.92%) Greenfield Project
3 2 (3.92%) Smart Meter
4 1 (1.96%) Data Protection Act
4 1 (1.96%) Driving Licence
4 1 (1.96%) Management Information System
4 1 (1.96%) Renewable Energy
4 1 (1.96%) Replication
4 1 (1.96%) Video Conferencing
Operating Systems
1 2 (3.92%) Windows
2 1 (1.96%) Android
2 1 (1.96%) Linux
2 1 (1.96%) Windows 10
2 1 (1.96%) Windows Server
2 1 (1.96%) Windows Server 2008
2 1 (1.96%) Windows Server 2012
Processes & Methodologies
1 23 (45.10%) Analytics
2 16 (31.37%) Problem-Solving
3 11 (21.57%) Data Analysis
3 11 (21.57%) ITIL
4 9 (17.65%) Agile Software Development
5 8 (15.69%) Mathematics
6 7 (13.73%) Data Science
7 6 (11.76%) Data Management
7 6 (11.76%) Data Modelling
7 6 (11.76%) ETL
7 6 (11.76%) Machine Learning
7 6 (11.76%) Statistics
8 5 (9.80%) Continuous Improvement
8 5 (9.80%) Data Analytics
8 5 (9.80%) Data Architecture
8 5 (9.80%) Decision-Making
8 5 (9.80%) Mentoring
8 5 (9.80%) Project Management
8 5 (9.80%) Visualisation
9 4 (7.84%) Data Integration
Programming Languages
1 16 (31.37%) SQL
2 6 (11.76%) Python
3 3 (5.88%) C#
4 2 (3.92%) R
5 1 (1.96%) Java
5 1 (1.96%) JavaScript
5 1 (1.96%) PowerShell
5 1 (1.96%) Scala
5 1 (1.96%) T-SQL
5 1 (1.96%) VBA
Qualifications
1 5 (9.80%) Degree
2 2 (3.92%) CCNA
2 2 (3.92%) Cisco Certification
2 2 (3.92%) ITIL Certification
2 2 (3.92%) JNCIA
2 2 (3.92%) PhD
3 1 (1.96%) DBS Check
Quality Assurance & Compliance
1 3 (5.88%) PMO
2 1 (1.96%) GDPR
2 1 (1.96%) ISO/IEC 27001
2 1 (1.96%) QA
2 1 (1.96%) SLA
System Software
1 1 (1.96%) Active Directory
1 1 (1.96%) DFS Replication
1 1 (1.96%) Hyper-V
1 1 (1.96%) VMware ESXi
1 1 (1.96%) vSphere
Systems Management
1 1 (1.96%) Cisco CUCM
1 1 (1.96%) Oozie
Vendors
1 9 (17.65%) Microsoft
2 7 (13.73%) Genesys
3 4 (7.84%) Alteryx
3 4 (7.84%) Hortonworks
3 4 (7.84%) Tableau
4 2 (3.92%) Fortinet
4 2 (3.92%) Google
4 2 (3.92%) JDA
4 2 (3.92%) SAP
5 1 (1.96%) Avaya
5 1 (1.96%) Brocade
5 1 (1.96%) CA
5 1 (1.96%) Cisco
5 1 (1.96%) CommVault
5 1 (1.96%) NetApp
5 1 (1.96%) Nortel
5 1 (1.96%) Oracle
5 1 (1.96%) SonicWALL
5 1 (1.96%) Sophos
5 1 (1.96%) VMware