Period
to 14 December 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 14 December 2018 with a comparison to the same period in the previous 2 years.

Analytics
Nottinghamshire > Nottingham
6 months to
14 Dec 2018
Same period 2017 Same period 2016
Rank 40 86 103
Rank change year-on-year +46 +17 -51
Permanent jobs citing Analytics 82 56 38
As % of all permanent IT jobs advertised in Nottingham 6.64% 3.04% 1.86%
As % of the Processes & Methodologies category 7.11% 3.31% 2.05%
Number of salaries quoted 71 58 34
Nottingham median annual salary £52,500 £42,500 £42,500
Median salary % change year-on-year +23.53% - -22.73%
10th Percentile £32,500 £25,500 £29,750
90th Percentile £110,000 £80,000 £55,586
Nottinghamshire median annual salary £47,500 £42,500 £42,500
% change year-on-year +11.76% - -22.73%

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 1,153 1,691 1,850
As % of all permanent IT jobs advertised in Nottingham 93.36% 91.70% 90.38%
Number of salaries quoted 919 1,485 1,524
Nottingham median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% +6.25%
10th Percentile £26,250 £27,500 £26,250
90th Percentile £72,500 £68,750 £69,850
Nottinghamshire median annual salary £45,000 £43,500 £42,500
% change year-on-year +3.45% +2.35% +7.59%

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 14 December 2018.

Salary histogram for Analytics in Nottingham

For the 6 months to 14 December 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 32 (39.02%) Big Data
2 31 (37.80%) Apache Spark
3 29 (35.37%) SQL
4 28 (34.15%) Java
5 26 (31.71%) Hadoop
5 26 (31.71%) Microsoft Azure
6 25 (30.49%) Degree
7 24 (29.27%) Agile Software Development
8 22 (26.83%) Amazon AWS
9 20 (24.39%) Computer Science
9 20 (24.39%) Data Analytics
10 19 (23.17%) Machine Learning
11 17 (20.73%) Public Cloud
11 17 (20.73%) Data Science
11 17 (20.73%) Software Engineering
11 17 (20.73%) Finance
11 17 (20.73%) Web Services
11 17 (20.73%) Python
12 16 (19.51%) Business Intelligence
12 16 (19.51%) Google
13 15 (18.29%) C++
13 15 (18.29%) Visualisation
14 14 (17.07%) Open Source
14 14 (17.07%) Analytical Skills
14 14 (17.07%) Google Cloud Platform
14 14 (17.07%) Power BI
14 14 (17.07%) Flink
15 13 (15.85%) Problem-Solving
15 13 (15.85%) Elasticsearch
15 13 (15.85%) HBase

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 31 (37.80%) Apache Spark
2 13 (15.85%) Elasticsearch
3 2 (2.44%) Apache
3 2 (2.44%) CMS
3 2 (2.44%) WordPress
4 1 (1.22%) Apache Pig
4 1 (1.22%) Confluence
4 1 (1.22%) nginx
4 1 (1.22%) SAS
Applications
1 2 (2.44%) Microsoft Excel
2 1 (1.22%) Adobe Creative Suite
2 1 (1.22%) Adobe Illustrator
2 1 (1.22%) InDesign
2 1 (1.22%) Microsoft PowerPoint
2 1 (1.22%) Photoshop
Cloud Services
1 26 (31.71%) Microsoft Azure
2 22 (26.83%) Amazon AWS
3 14 (17.07%) Google Cloud Platform
4 6 (7.32%) Azure Data Factory
4 6 (7.32%) Cloud Computing
5 2 (2.44%) Google Analytics
5 2 (2.44%) IaaS
6 1 (1.22%) Amazon EC2
6 1 (1.22%) Apigee
6 1 (1.22%) Azure Active Directory
6 1 (1.22%) GitHub
6 1 (1.22%) npm
6 1 (1.22%) Office 365
6 1 (1.22%) OpenShift
6 1 (1.22%) SaaS
Communications & Networking
1 3 (3.66%) DNS
1 3 (3.66%) VoIP
2 1 (1.22%) DHCP
2 1 (1.22%) Firewall
2 1 (1.22%) LAN
2 1 (1.22%) Skype
2 1 (1.22%) Unified Communications
2 1 (1.22%) WAN
Database & Business Intelligence
1 32 (39.02%) Big Data
2 26 (31.71%) Hadoop
3 14 (17.07%) Flink
3 14 (17.07%) Power BI
4 13 (15.85%) HBase
4 13 (15.85%) NoSQL
5 10 (12.20%) Data Warehouse
5 10 (12.20%) SQL Server
6 8 (9.76%) SQL Server Reporting Services
7 6 (7.32%) SQL Server Integration Services
8 2 (2.44%) Apache Cassandra
8 2 (2.44%) Cloudera CDH
8 2 (2.44%) Cosmos DB
8 2 (2.44%) Data Lake
8 2 (2.44%) Data Mart
8 2 (2.44%) MongoDB
8 2 (2.44%) SQL Server Analysis Services
8 2 (2.44%) Sqoop
9 1 (1.22%) Enterprise Data Warehouse
9 1 (1.22%) OLAP Cube
Development Applications
1 2 (2.44%) Git (software)
1 2 (2.44%) gulp
1 2 (2.44%) Jenkins
1 2 (2.44%) Visual Studio
1 2 (2.44%) Visual Studio Team System
2 1 (1.22%) Artifactory
2 1 (1.22%) Bitbucket
2 1 (1.22%) Grunt
2 1 (1.22%) JIRA
2 1 (1.22%) Selenium
2 1 (1.22%) SpecFlow
2 1 (1.22%) SQL Server Management Studio (SSMS)
2 1 (1.22%) WebDriver
2 1 (1.22%) webpack
General
1 17 (20.73%) Finance
2 9 (10.98%) Marketing
3 4 (4.88%) French Language
3 4 (4.88%) German Language
3 4 (4.88%) Retail
4 1 (1.22%) Advertising
4 1 (1.22%) Electronics
4 1 (1.22%) Financial Institution
4 1 (1.22%) Manufacturing
4 1 (1.22%) Pharmaceutical
4 1 (1.22%) Telecoms
Job Titles
1 19 (23.17%) Big Data Engineer
2 17 (20.73%) Data Engineer
3 13 (15.85%) Analyst
4 12 (14.63%) Developer
5 10 (12.20%) Hadoop Engineer
6 9 (10.98%) Java Engineer
7 8 (9.76%) Software Engineer
8 7 (8.54%) Data Scientist
9 6 (7.32%) Analytics Manager
9 6 (7.32%) Business Analyst
9 6 (7.32%) Development Manager
9 6 (7.32%) Senior Software Engineer
10 4 (4.88%) Architect
10 4 (4.88%) Big Data Software Engineer
10 4 (4.88%) Data Analyst
10 4 (4.88%) Data Architect
10 4 (4.88%) Development Engineer
10 4 (4.88%) Java Software Engineer
10 4 (4.88%) Senior Java Engineer
10 4 (4.88%) Senior Java Software Engineer
Libraries, Frameworks & Software Standards
1 17 (20.73%) Web Services
2 6 (7.32%) .NET
2 6 (7.32%) Kafka
3 4 (4.88%) RESTful
4 2 (2.44%) CSS
4 2 (2.44%) HTML
4 2 (2.44%) Sass
4 2 (2.44%) Vue.js
5 1 (1.22%) AngularJS
5 1 (1.22%) jQuery
5 1 (1.22%) LAMP
5 1 (1.22%) LEMP Stack
5 1 (1.22%) LESS
5 1 (1.22%) MDX
5 1 (1.22%) Node.js
5 1 (1.22%) React
5 1 (1.22%) Spark Streaming
5 1 (1.22%) Swagger
5 1 (1.22%) Symfony
5 1 (1.22%) XML
Miscellaneous
1 17 (20.73%) Public Cloud
2 14 (17.07%) Analytical Skills
3 7 (8.54%) Data Structures
4 6 (7.32%) Algorithms
5 4 (4.88%) User Experience
6 3 (3.66%) Credit Risk
7 2 (2.44%) Fintech
7 2 (2.44%) Virtual Team
8 1 (1.22%) Graphic Design
8 1 (1.22%) Management Information System
8 1 (1.22%) Private Cloud
8 1 (1.22%) Self-Motivation
8 1 (1.22%) Social Media
8 1 (1.22%) Video Conferencing
Operating Systems
1 2 (2.44%) Windows
2 1 (1.22%) Linux
2 1 (1.22%) Windows 10
2 1 (1.22%) Windows Server
Processes & Methodologies
1 24 (29.27%) Agile Software Development
2 20 (24.39%) Computer Science
2 20 (24.39%) Data Analytics
3 19 (23.17%) Machine Learning
4 17 (20.73%) Data Science
4 17 (20.73%) Software Engineering
5 16 (19.51%) Business Intelligence
6 15 (18.29%) Visualisation
7 14 (17.07%) Open Source
8 13 (15.85%) Data Modelling
8 13 (15.85%) Problem-Solving
9 12 (14.63%) Data Management
10 9 (10.98%) Big Data Analytics
10 9 (10.98%) Computational Intelligence
10 9 (10.98%) Data Development
10 9 (10.98%) Data Visualisation
10 9 (10.98%) Performance Tuning
10 9 (10.98%) TDD
10 9 (10.98%) Telematics
10 9 (10.98%) Validation
Programming Languages
1 29 (35.37%) SQL
2 28 (34.15%) Java
3 17 (20.73%) Python
4 15 (18.29%) C++
5 11 (13.41%) Scala
6 7 (8.54%) JavaScript
6 7 (8.54%) MATLAB
6 7 (8.54%) R
7 5 (6.10%) C#
8 2 (2.44%) PowerShell
9 1 (1.22%) Data Analysis Expressions (DAX)
9 1 (1.22%) PHP
9 1 (1.22%) T-SQL
9 1 (1.22%) VBA
Qualifications
1 25 (30.49%) Degree
2 10 (12.20%) Computer Science Degree
3 6 (7.32%) Numerate Degree
4 1 (1.22%) MCSE
4 1 (1.22%) Microsoft Certification
4 1 (1.22%) SC Cleared
4 1 (1.22%) Security Cleared
Quality Assurance & Compliance
1 7 (8.54%) Data Quality
2 5 (6.10%) QA
3 2 (2.44%) Actionable Recommendations
3 2 (2.44%) GDPR
3 2 (2.44%) IFRS
3 2 (2.44%) IFRS 9
4 1 (1.22%) PMO
4 1 (1.22%) SLA
4 1 (1.22%) WCAG
System Software
1 3 (3.66%) Active Directory
1 3 (3.66%) Docker
2 1 (1.22%) Apache Flume
2 1 (1.22%) BitLocker
2 1 (1.22%) Firmware
2 1 (1.22%) Hyper-V
2 1 (1.22%) VMware Infrastructure
2 1 (1.22%) XenServer
Systems Management
1 2 (2.44%) Grafana
1 2 (2.44%) Oozie
1 2 (2.44%) Opscode Chef
1 2 (2.44%) Puppet
1 2 (2.44%) SCCM
2 1 (1.22%) Hadoop YARN
2 1 (1.22%) HP NNM
2 1 (1.22%) Microsoft Intune
2 1 (1.22%) Norton AntiVirus
2 1 (1.22%) Symantec Endpoint Protection
2 1 (1.22%) WSUS
Vendors
1 16 (19.51%) Google
2 12 (14.63%) Tableau
3 11 (13.41%) Cloudera
4 10 (12.20%) Microsoft
5 4 (4.88%) Alteryx
5 4 (4.88%) Hortonworks
5 4 (4.88%) Reuters
6 3 (3.66%) Genesys
7 1 (1.22%) Adobe
7 1 (1.22%) CA
7 1 (1.22%) Cisco
7 1 (1.22%) HP
7 1 (1.22%) McAfee
7 1 (1.22%) Nimble Storage
7 1 (1.22%) Oracle
7 1 (1.22%) SAP
7 1 (1.22%) SolarWinds
7 1 (1.22%) Sophos
7 1 (1.22%) Symantec
7 1 (1.22%) VMware