The following table provides summary statistics for permanent job vacancies advertised in Sheffield 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 3 months to 27 June 2017 with a comparison to the same period in the previous 2 years.

Big Data
South Yorkshire / Sheffield
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 47 54 70
Rank change year-on-year +7 +16  
Permanent jobs citing Big Data 14 1 4
As % of all permanent IT jobs advertised in Sheffield 2.94% 0.20% 0.55%
As % of the Database & Business Intelligence category 7.95% 0.88% 1.59%
Number of salaries quoted 11 0 4
Median salary £55,000 - £43,750
90% offered a salary of more than £32,500 - £31,950
10% offered a salary of more than £62,500 - £59,050
UK excluding London median salary £54,000 £55,000 £50,000
% change year-on-year -1.81% +10.00%  

Big Data is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Sheffield with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Sheffield
Permanent job vacancies with a requirement for database and business intelligence skills 176 113 252
As % of all permanent IT job vacancies advertised in Sheffield 36.97% 22.74% 34.85%
Number of salaries quoted 151 95 238
Median salary £40,000 £40,000 £40,000
90% offered a salary of more than £30,000 £30,000 £26,000
10% offered a salary of more than £60,000 £55,000 £55,000
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

Big Data
Job Vacancy Trend in Sheffield

The job posting trend of jobs advertised in Sheffield citing Big Data as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Big Data in Sheffield

Big Data
Salary Trend in Sheffield

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

Salary trend for Big Data in Sheffield

Big Data
Salary Histogram in Sheffield

The salary distribution of IT jobs citing Big Data in Sheffield over the 3 months to 27 June 2017.

Salary histogram for Big Data in Sheffield

For the 6 months to 27 June 2017, IT jobs citing Big Data also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Sheffield region with a requirement for Big Data.

1 11 (61.11%) Agile Software Development
1 11 (61.11%) Java
2 9 (50.00%) C#
2 9 (50.00%) Degree
2 9 (50.00%) NoSQL
3 8 (44.44%) Python
3 8 (44.44%) Scrum
4 6 (33.33%) SQL
4 6 (33.33%) Hadoop
5 5 (27.78%) Apache Solr
5 5 (27.78%) Computer Science
5 5 (27.78%) QA
5 5 (27.78%) Kanban
5 5 (27.78%) MongoDB
5 5 (27.78%) Apache Cassandra
5 5 (27.78%) Redis
5 5 (27.78%) Riak
5 5 (27.78%) Couchbase
5 5 (27.78%) Elasticsearch
5 5 (27.78%) logstash
5 5 (27.78%) PHP
5 5 (27.78%) Lucene
5 5 (27.78%) Linux
5 5 (27.78%) RUP
5 5 (27.78%) DSDM
5 5 (27.78%) Kibana
5 5 (27.78%) Apache Spark
5 5 (27.78%) Elastic Stack
6 4 (22.22%) Greenfield Project
6 4 (22.22%) Data Analysis

Big Data
Co-occurring IT Skills in Sheffield 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 (27.78%) Apache Solr
1 5 (27.78%) Apache Spark
1 5 (27.78%) Elasticsearch
Cloud Services
1 1 (5.56%) Amazon AWS
Communications & Networking
1 1 (5.56%) Internet
Database & Business Intelligence
1 9 (50.00%) NoSQL
2 6 (33.33%) Hadoop
3 5 (27.78%) Apache Cassandra
3 5 (27.78%) Couchbase
3 5 (27.78%) MongoDB
3 5 (27.78%) Redis
3 5 (27.78%) Riak
4 1 (5.56%) Data Mining
4 1 (5.56%) SQL Server
Development Applications
1 4 (22.22%) Git (software)
2 2 (11.11%) JUnit
General
1 1 (5.56%) Automotive
1 1 (5.56%) Banking
1 1 (5.56%) Finance
Job Titles
1 13 (72.22%) Developer
2 8 (44.44%) Java Developer
3 4 (22.22%) Data Scientist
4 3 (16.67%) Web Developer
5 2 (11.11%) Java Software Developer
5 2 (11.11%) Senior Data Scientist
5 2 (11.11%) Software Developer
6 1 (5.56%) Agile Development Manager
6 1 (5.56%) Agile Project Manager
6 1 (5.56%) Android Developer
6 1 (5.56%) Big Data Manager
6 1 (5.56%) Development Manager
6 1 (5.56%) Development Project Manager
6 1 (5.56%) Digital Agile Project Manager
6 1 (5.56%) Digital Development Manager
6 1 (5.56%) Digital Project Manager
6 1 (5.56%) iOS Developer
6 1 (5.56%) Java Development Manager
6 1 (5.56%) Mobile Project Manager
6 1 (5.56%) Project Manager
Libraries, Frameworks & Software Standards
1 5 (27.78%) Elastic Stack
1 5 (27.78%) Lucene
2 3 (16.67%) CSS
2 3 (16.67%) HTML
3 2 (11.11%) Apache Thrift
3 2 (11.11%) REST
4 1 (5.56%) Web Services
Miscellaneous
1 5 (27.78%) Computer Science
2 4 (22.22%) Greenfield Project
3 3 (16.67%) Smartphone
4 2 (11.11%) Algorithms
4 2 (11.11%) Analytical Skills
4 2 (11.11%) Linux Command Line
4 2 (11.11%) User Experience
5 1 (5.56%) Fintech
5 1 (5.56%) Industrial Internet of Things
5 1 (5.56%) Internet of Things
5 1 (5.56%) SCADA
Operating Systems
1 5 (27.78%) Linux
2 2 (11.11%) Unix
3 1 (5.56%) Android
3 1 (5.56%) Apple iOS
Processes & Methodologies
1 11 (61.11%) Agile Software Development
2 8 (44.44%) Scrum
3 5 (27.78%) DSDM
3 5 (27.78%) Kanban
3 5 (27.78%) RUP
4 4 (22.22%) Data Analysis
5 3 (16.67%) Web Development
6 2 (11.11%) Analytics
6 2 (11.11%) Applied Mathematics
6 2 (11.11%) DevOps
6 2 (11.11%) Machine Learning
6 2 (11.11%) Mathematics
6 2 (11.11%) Mobile Development
6 2 (11.11%) Statistics
6 2 (11.11%) Telematics
7 1 (5.56%) Android Development
7 1 (5.56%) Anti-Money Laundering
7 1 (5.56%) Big Data Analytics
7 1 (5.56%) Data Analytics
7 1 (5.56%) iOS Development
Programming Languages
1 11 (61.11%) Java
2 9 (50.00%) C#
3 8 (44.44%) Python
4 6 (33.33%) SQL
5 5 (27.78%) PHP
6 4 (22.22%) JavaScript
7 3 (16.67%) R
8 1 (5.56%) C++
8 1 (5.56%) MATLAB
8 1 (5.56%) Scala
Qualifications
1 9 (50.00%) Degree
2 1 (5.56%) Computer Science Degree
2 1 (5.56%) Numerate Degree
2 1 (5.56%) PhD
Quality Assurance & Compliance
1 5 (27.78%) QA
Systems Management
1 5 (27.78%) Kibana
1 5 (27.78%) logstash
Vendors
1 1 (5.56%) Oracle
Sheffield
Searchability
Salary: £25000 - £30000 per annum + Benefits
Posted: Yesterday
Sheffield, South Yorkshire
The Floow
Salary: From £28,000 to £40,000 per annum & Bonus
Posted: 20 hours ago
Sheffield, South Yorkshire
Engage PSG
Salary: £45000 - £65000 per annum
Posted: 4 days ago
Sheffield, South Yorkshire
Fruition IT Resources Limited
Salary: £40000 - £50000 per annum + 10% Pension + Flex working
Posted: 3 days ago
Sheffield
Affecto
Salary: £35000 - £50000 per annum
Posted: 8 days ago
Sheffield
Computer Futures
Salary: competitive
Posted: 7 days ago
Sheffield
Computer Futures
Salary: £45000 - £60000 per annum + competitive
Posted: 26 days ago
Sheffield, South Yorkshire
WANdisco
Salary: From £25,000 to £30,000 per annum
Posted: 18 days ago