Period
to 24 September 2018

The following table provides summary statistics for permanent job vacancies advertised in Nottingham with a requirement for Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytics over the 6 months to 24 September 2018 with a comparison to the same period in the previous 2 years.

Analytics
Nottinghamshire > Nottingham
6 months to
24 Sep 2018
Same period 2017 Same period 2016
Rank 39 83 88
Rank change year-on-year +44 +5 -34
Permanent jobs citing Analytics 75 54 59
As % of all permanent IT jobs advertised in Nottingham 5.54% 3.03% 3.05%
As % of the Processes & Methodologies category 5.91% 3.39% 3.40%
Number of salaries quoted 66 44 38
Nottingham median annual salary £47,500 £42,500 £47,500
Median salary % change year-on-year +11.76% -10.53% -11.63%
10th Percentile £28,750 £25,500 £32,500
90th Percentile £110,000 £80,000 £79,000
Nottinghamshire median annual salary £45,000 £45,000 £45,000

Analytics is in the Processes and Methodologies 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 process or methodology skills.

All Process and Methodology Skills
Nottingham
Permanent vacancies with a requirement for process or methodology skills 1,268 1,593 1,734
As % of all permanent IT jobs advertised in Nottingham 93.65% 89.49% 89.75%
Number of salaries quoted 1,024 1,380 1,399
Nottingham median annual salary £42,500 £45,000 £42,500
Median salary % change year-on-year -5.56% +5.88% +6.25%
10th Percentile £25,825 £27,500 £25,400
90th Percentile £70,000 £70,000 £65,000
Nottinghamshire median annual salary £42,500 £45,000 £42,500
% change year-on-year -5.56% +5.88% +6.25%

Analytics
Job Vacancy Trend in Nottingham

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

Job vacancy trend for Analytics in Nottingham

Analytics
Salary Trend in Nottingham

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

Salary trend for Analytics in Nottingham

Analytics
Salary Histogram in Nottingham

The salary distribution of IT jobs citing Analytics in Nottingham over the 6 months to 24 September 2018.

Salary histogram for Analytics in Nottingham

For the 6 months to 24 September 2018, IT jobs citing Analytics 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 Analytics.

1 26 (34.67%) SQL
1 26 (34.67%) Google
1 26 (34.67%) Big Data
1 26 (34.67%) Apache Spark
2 25 (33.33%) Microsoft Azure
3 23 (30.67%) Java
4 22 (29.33%) Hadoop
4 22 (29.33%) Degree
5 21 (28.00%) Agile Software Development
6 19 (25.33%) Amazon AWS
7 18 (24.00%) Computer Science
8 15 (20.00%) Business Intelligence
8 15 (20.00%) Microsoft
9 14 (18.67%) Web Services
10 13 (17.33%) Python
10 13 (17.33%) Software Engineering
10 13 (17.33%) Finance
10 13 (17.33%) Data Analytics
10 13 (17.33%) Open Source
11 12 (16.00%) NoSQL
11 12 (16.00%) Tableau
11 12 (16.00%) Visualisation
11 12 (16.00%) C++
11 12 (16.00%) Power BI
11 12 (16.00%) Flink
11 12 (16.00%) Google Cloud Platform
12 11 (14.67%) Public Cloud
12 11 (14.67%) AdWords
12 11 (14.67%) SQL Server
12 11 (14.67%) Data Modelling

Analytics
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 26 (34.67%) Apache Spark
2 11 (14.67%) Elasticsearch
3 1 (1.33%) CMS
3 1 (1.33%) SAS
Business Applications
1 1 (1.33%) SAP S/4HANA
Cloud Services
1 25 (33.33%) Microsoft Azure
2 19 (25.33%) Amazon AWS
3 12 (16.00%) Google Cloud Platform
4 11 (14.67%) AdWords
5 4 (5.33%) Azure Data Factory
6 3 (4.00%) Adobe Analytics
6 3 (4.00%) Cloud Computing
6 3 (4.00%) Google Analytics
7 2 (2.67%) Amazon S3
7 2 (2.67%) Azure Active Directory
7 2 (2.67%) GitHub
7 2 (2.67%) IaaS
7 2 (2.67%) Office 365
8 1 (1.33%) Amazon SQS
8 1 (1.33%) AWS CloudFormation
8 1 (1.33%) SaaS
Communications & Networking
1 5 (6.67%) DNS
2 3 (4.00%) DHCP
2 3 (4.00%) Firewall
2 3 (4.00%) LAN
2 3 (4.00%) Skype
2 3 (4.00%) Unified Communications
2 3 (4.00%) WAN
3 1 (1.33%) SMS
Database & Business Intelligence
1 26 (34.67%) Big Data
2 22 (29.33%) Hadoop
3 12 (16.00%) Flink
3 12 (16.00%) NoSQL
3 12 (16.00%) Power BI
4 11 (14.67%) HBase
4 11 (14.67%) SQL Server
5 10 (13.33%) Data Warehouse
6 7 (9.33%) SQL Server Reporting Services
7 6 (8.00%) SQL Server Integration Services
8 2 (2.67%) Enterprise Data Warehouse
8 2 (2.67%) OLAP
8 2 (2.67%) OLAP Cube
8 2 (2.67%) SQL Server 2014
9 1 (1.33%) Amazon RDS
9 1 (1.33%) Cloudera CDH
9 1 (1.33%) Data Mining
9 1 (1.33%) Relational Database
9 1 (1.33%) SQL Server 2016
9 1 (1.33%) Sqoop
Development Applications
1 2 (2.67%) Jenkins
1 2 (2.67%) Visual Studio Team System
2 1 (1.33%) Git (software)
2 1 (1.33%) GitLab
2 1 (1.33%) gulp
2 1 (1.33%) PHPUnit
2 1 (1.33%) Selenium
2 1 (1.33%) SpecFlow
2 1 (1.33%) Team Foundation Server
2 1 (1.33%) WebDriver
General
1 13 (17.33%) Finance
2 11 (14.67%) Marketing
3 4 (5.33%) French Language
3 4 (5.33%) German Language
3 4 (5.33%) Retail
4 1 (1.33%) Electronics
4 1 (1.33%) Financial Institution
4 1 (1.33%) Law
4 1 (1.33%) Legal
4 1 (1.33%) Manufacturing
4 1 (1.33%) Telecoms
Job Titles
1 18 (24.00%) Big Data Engineer
2 16 (21.33%) Data Engineer
3 11 (14.67%) Analyst
4 10 (13.33%) Hadoop Engineer
5 8 (10.67%) Developer
5 8 (10.67%) Java Engineer
6 6 (8.00%) Software Engineer
7 5 (6.67%) Account Manager
7 5 (6.67%) Analytics Manager
7 5 (6.67%) Business Analyst
7 5 (6.67%) Consultant
7 5 (6.67%) Development Manager
7 5 (6.67%) PPC Account Manager
7 5 (6.67%) PPC Manager
7 5 (6.67%) Senior Account Manager
7 5 (6.67%) Senior Manager
7 5 (6.67%) Senior Software Engineer
8 4 (5.33%) Architect
8 4 (5.33%) Data Architect
8 4 (5.33%) Development Engineer
Libraries, Frameworks & Software Standards
1 14 (18.67%) Web Services
2 4 (5.33%) Kafka
3 3 (4.00%) .NET
3 3 (4.00%) React
4 2 (2.67%) AngularJS
4 2 (2.67%) CSS
4 2 (2.67%) HTML
4 2 (2.67%) Node.js
4 2 (2.67%) RESTful
4 2 (2.67%) Sass
4 2 (2.67%) Vue.js
5 1 (1.33%) Angular 2
5 1 (1.33%) ASP.NET MVC
5 1 (1.33%) ASP.NET Web API
5 1 (1.33%) Behat
5 1 (1.33%) Express
5 1 (1.33%) Gherkin
5 1 (1.33%) HTML5
5 1 (1.33%) RabbitMQ
5 1 (1.33%) Twitter Bootstrap
Miscellaneous
1 18 (24.00%) Computer Science
2 11 (14.67%) Public Cloud
3 9 (12.00%) Analytical Skills
4 8 (10.67%) Social Media
5 7 (9.33%) Data Structures
6 3 (4.00%) Algorithms
6 3 (4.00%) Credit Risk
7 1 (1.33%) Mainframe
7 1 (1.33%) Robotics
7 1 (1.33%) Self-Motivation
7 1 (1.33%) User Experience
7 1 (1.33%) Video Conferencing
Operating Systems
1 6 (8.00%) Windows
2 3 (4.00%) Windows Server
3 2 (2.67%) Windows 10
4 1 (1.33%) Linux
4 1 (1.33%) SUSE
Processes & Methodologies
1 21 (28.00%) Agile Software Development
2 15 (20.00%) Business Intelligence
3 13 (17.33%) Data Analytics
3 13 (17.33%) Open Source
3 13 (17.33%) Software Engineering
4 12 (16.00%) Visualisation
5 11 (14.67%) Data Modelling
5 11 (14.67%) Mathematics
6 10 (13.33%) Lead Generation
6 10 (13.33%) Machine Learning
6 10 (13.33%) Pay per click
6 10 (13.33%) Performance Management
6 10 (13.33%) Problem-Solving
7 9 (12.00%) Big Data Analytics
7 9 (12.00%) Computational Intelligence
7 9 (12.00%) Data Development
7 9 (12.00%) Data Management
7 9 (12.00%) Digital Marketing
7 9 (12.00%) TDD
7 9 (12.00%) Telematics
Programming Languages
1 26 (34.67%) SQL
2 23 (30.67%) Java
3 13 (17.33%) Python
4 12 (16.00%) C++
5 10 (13.33%) Scala
6 7 (9.33%) MATLAB
6 7 (9.33%) R
7 4 (5.33%) C#
7 4 (5.33%) JavaScript
8 3 (4.00%) PHP
8 3 (4.00%) T-SQL
9 2 (2.67%) PowerShell
10 1 (1.33%) Data Analysis Expressions (DAX)
10 1 (1.33%) Perl
Qualifications
1 22 (29.33%) Degree
2 8 (10.67%) Computer Science Degree
3 6 (8.00%) Numerate Degree
4 2 (2.67%) MCSE
4 2 (2.67%) Microsoft Certification
4 2 (2.67%) SC Cleared
4 2 (2.67%) Security Cleared
5 1 (1.33%) LPIC
5 1 (1.33%) RHCE
Quality Assurance & Compliance
1 7 (9.33%) Data Quality
2 5 (6.67%) QA
3 4 (5.33%) SLA
4 2 (2.67%) IFRS
4 2 (2.67%) IFRS 9
5 1 (1.33%) WCAG
System Software
1 4 (5.33%) Active Directory
2 3 (4.00%) BitLocker
2 3 (4.00%) Firmware
2 3 (4.00%) Hyper-V
2 3 (4.00%) VMware Infrastructure
2 3 (4.00%) XenServer
3 2 (2.67%) Docker
Systems Management
1 5 (6.67%) SCCM
2 3 (4.00%) HP NNM
2 3 (4.00%) Norton AntiVirus
2 3 (4.00%) Opscode Chef
2 3 (4.00%) Puppet
2 3 (4.00%) Symantec Endpoint Protection
2 3 (4.00%) WSUS
3 2 (2.67%) Grafana
3 2 (2.67%) Microsoft Intune
4 1 (1.33%) Ansible
4 1 (1.33%) Oozie
4 1 (1.33%) Salt
4 1 (1.33%) Terraform
Vendors
1 26 (34.67%) Google
2 15 (20.00%) Microsoft
3 12 (16.00%) Tableau
4 10 (13.33%) Cloudera
5 6 (8.00%) Twitter
6 4 (5.33%) Alteryx
6 4 (5.33%) Hortonworks
7 3 (4.00%) Adobe
7 3 (4.00%) HP
7 3 (4.00%) McAfee
7 3 (4.00%) Nimble Storage
7 3 (4.00%) Reuters
7 3 (4.00%) SAP
7 3 (4.00%) SolarWinds
7 3 (4.00%) Sophos
7 3 (4.00%) Symantec
7 3 (4.00%) VMware
8 2 (2.67%) Facebook
9 1 (1.33%) DoubleClick
9 1 (1.33%) Oracle