Period
to 19 September 2018

The following table provides summary statistics for permanent job vacancies advertised in Nottingham with a requirement for Big Data skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Big Data over the 6 months to 19 September 2018 with a comparison to the same period in the previous 2 years.

Big Data
Nottinghamshire > Nottingham
6 months to
19 Sep 2018
Same period 2017 Same period 2016
Rank 52 72 85
Rank change year-on-year +20 +13 +22
Permanent jobs citing Big Data 63 65 60
As % of all permanent IT jobs advertised in Nottingham 4.66% 3.61% 3.08%
As % of the Database & Business Intelligence category 16.03% 11.04% 9.17%
Number of salaries quoted 56 62 53
Nottingham median annual salary £65,000 £65,000 £62,500
Median salary % change year-on-year - +4.00% -26.47%
10th Percentile £40,000 £45,000 £38,750
90th Percentile £92,500 £82,500 £82,500
Nottinghamshire median annual salary £63,750 £65,000 £62,500
% change year-on-year -1.92% +4.00% -19.35%

Big Data is in the Databases and Business Intelligence 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 database or business intelligence skills.

All Database and Business Intelligence Skills
Nottingham
Permanent vacancies with a requirement for database or business intelligence skills 393 589 654
As % of all permanent IT jobs advertised in Nottingham 29.05% 32.74% 33.59%
Number of salaries quoted 347 519 527
Nottingham median annual salary £42,500 £42,500 £44,000
Median salary % change year-on-year - -3.41% +10.00%
10th Percentile £27,500 £28,250 £30,000
90th Percentile £70,000 £65,000 £63,750
Nottinghamshire median annual salary £42,500 £42,500 £42,500

Big Data
Job Vacancy Trend in Nottingham

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

Job vacancy trend for Big Data in Nottingham

Big Data
Salary Trend in Nottingham

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

Salary trend for Big Data in Nottingham

Big Data
Salary Histogram in Nottingham

The salary distribution of IT jobs citing Big Data in Nottingham over the 6 months to 19 September 2018.

Salary histogram for Big Data in Nottingham

For the 6 months to 19 September 2018, IT jobs citing Big Data 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 Big Data.

1 45 (71.43%) Apache Spark
2 41 (65.08%) Java
3 35 (55.56%) Agile Software Development
4 33 (52.38%) Hadoop
5 25 (39.68%) Analytics
6 24 (38.10%) Microsoft Azure
7 19 (30.16%) Amazon AWS
7 19 (30.16%) SQL
7 19 (30.16%) Python
8 18 (28.57%) Scala
9 17 (26.98%) Visualisation
9 17 (26.98%) HBase
10 16 (25.40%) NoSQL
10 16 (25.40%) Degree
11 15 (23.81%) Tableau
11 15 (23.81%) Google Cloud Platform
11 15 (23.81%) Power BI
12 14 (22.22%) Elasticsearch
12 14 (22.22%) Flink
12 14 (22.22%) Problem-Solving
12 14 (22.22%) Web Services
13 13 (20.63%) Finance
13 13 (20.63%) Computer Science
13 13 (20.63%) Software Engineering
14 12 (19.05%) Open Source
14 12 (19.05%) C++
14 12 (19.05%) Data Warehouse
14 12 (19.05%) Cloudera
15 11 (17.46%) Business Intelligence
15 11 (17.46%) .NET

Big Data
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 45 (71.43%) Apache Spark
2 14 (22.22%) Elasticsearch
3 3 (4.76%) NServiceBus
4 1 (1.59%) SAS
Applications
1 3 (4.76%) Microsoft Excel
Cloud Services
1 24 (38.10%) Microsoft Azure
2 19 (30.16%) Amazon AWS
3 15 (23.81%) Google Cloud Platform
4 4 (6.35%) Azure Data Factory
4 4 (6.35%) Cloud Computing
5 2 (3.17%) Amazon EMR
5 2 (3.17%) SaaS
Database & Business Intelligence
1 33 (52.38%) Hadoop
2 17 (26.98%) HBase
3 16 (25.40%) NoSQL
4 15 (23.81%) Power BI
5 14 (22.22%) Flink
6 12 (19.05%) Data Warehouse
7 10 (15.87%) SQL Server
8 7 (11.11%) SQL Server Integration Services
8 7 (11.11%) SQL Server Reporting Services
9 4 (6.35%) Apache Hive
10 3 (4.76%) Cloudera CDH
10 3 (4.76%) Impala
10 3 (4.76%) Looker
10 3 (4.76%) MongoDB
10 3 (4.76%) SQL Server Analysis Services
10 3 (4.76%) Sqoop
11 2 (3.17%) Azure SQL Data Warehouse
11 2 (3.17%) Data Lake
11 2 (3.17%) Parquet
11 2 (3.17%) QlikView
Development Applications
1 5 (7.94%) Git (software)
2 3 (4.76%) Bitbucket
2 3 (4.76%) Jenkins
2 3 (4.76%) Octopus Deploy
3 2 (3.17%) Atlassian Bamboo
3 2 (3.17%) GitLab
3 2 (3.17%) Gradle
4 1 (1.59%) Team Foundation Server
General
1 13 (20.63%) Finance
2 8 (12.70%) Retail
3 6 (9.52%) Banking
4 4 (6.35%) French Language
4 4 (6.35%) German Language
5 2 (3.17%) Telecoms
Job Titles
1 26 (41.27%) Data Engineer
2 25 (39.68%) Big Data Engineer
3 14 (22.22%) Developer
4 12 (19.05%) Hadoop Engineer
5 9 (14.29%) Architect
6 8 (12.70%) Java Developer
7 7 (11.11%) Big Data Developer
7 7 (11.11%) Java Engineer
8 4 (6.35%) Big Data Software Engineer
8 4 (6.35%) Cloud Engineer
8 4 (6.35%) Data Architect
8 4 (6.35%) Development Engineer
8 4 (6.35%) Development Manager
8 4 (6.35%) Software Engineer
9 3 (4.76%) .NET Developer
9 3 (4.76%) Graduate
9 3 (4.76%) Graduate .NET Developer
9 3 (4.76%) Junior
9 3 (4.76%) Junior .NET Developer
9 3 (4.76%) Technical Architect
Libraries, Frameworks & Software Standards
1 14 (22.22%) Web Services
2 11 (17.46%) .NET
3 6 (9.52%) Kafka
4 4 (6.35%) REST
4 4 (6.35%) RESTful
5 3 (4.76%) ASP.NET
5 3 (4.76%) ASP.NET MVC
6 2 (3.17%) AngularJS
6 2 (3.17%) Apache Avro
6 2 (3.17%) HTML
7 1 (1.59%) J2EE
7 1 (1.59%) Node.js
7 1 (1.59%) React
Miscellaneous
1 13 (20.63%) Computer Science
2 10 (15.87%) Public Cloud
3 8 (12.70%) Greenfield Project
4 7 (11.11%) Data Structures
5 5 (7.94%) Analytical Skills
6 3 (4.76%) Mobile App
7 2 (3.17%) Algorithms
7 2 (3.17%) Data Centre
7 2 (3.17%) Digital Media
7 2 (3.17%) Enterprise Software
7 2 (3.17%) Self-Motivation
8 1 (1.59%) Fintech
8 1 (1.59%) Management Information System
Operating Systems
1 3 (4.76%) Linux
2 2 (3.17%) Unix
3 1 (1.59%) Windows
3 1 (1.59%) Windows Server
Processes & Methodologies
1 35 (55.56%) Agile Software Development
2 25 (39.68%) Analytics
3 17 (26.98%) Visualisation
4 14 (22.22%) Problem-Solving
5 13 (20.63%) Software Engineering
6 12 (19.05%) Open Source
7 11 (17.46%) Business Intelligence
8 10 (15.87%) Data Science
9 9 (14.29%) Big Data Analytics
9 9 (14.29%) Computational Intelligence
9 9 (14.29%) Data Analytics
9 9 (14.29%) Data Development
9 9 (14.29%) ETL
9 9 (14.29%) Performance Tuning
9 9 (14.29%) Telematics
9 9 (14.29%) Validation
10 8 (12.70%) Machine Learning
10 8 (12.70%) MapReduce
10 8 (12.70%) TDD
10 8 (12.70%) Test Automation
Programming Languages
1 41 (65.08%) Java
2 19 (30.16%) Python
2 19 (30.16%) SQL
3 18 (28.57%) Scala
4 12 (19.05%) C++
5 8 (12.70%) MATLAB
5 8 (12.70%) R
6 7 (11.11%) C#
7 4 (6.35%) PowerShell
8 3 (4.76%) JavaScript
9 1 (1.59%) Perl
9 1 (1.59%) T-SQL
9 1 (1.59%) TypeScript
Qualifications
1 16 (25.40%) Degree
2 8 (12.70%) Computer Science Degree
3 3 (4.76%) Numerate Degree
Quality Assurance & Compliance
1 7 (11.11%) Data Quality
2 4 (6.35%) GCP
2 4 (6.35%) GDPR
3 1 (1.59%) PCI DSS
3 1 (1.59%) QA
System Software
1 1 (1.59%) Docker
1 1 (1.59%) HDFS
Systems Management
1 5 (7.94%) Oozie
2 2 (3.17%) Puppet
3 1 (1.59%) Opscode Chef
Vendors
1 15 (23.81%) Tableau
2 12 (19.05%) Cloudera
3 11 (17.46%) Google
4 6 (9.52%) Oracle
5 5 (7.94%) Alteryx
6 4 (6.35%) Hortonworks
6 4 (6.35%) Microsoft
7 3 (4.76%) Reuters