The following table provides summary statistics for permanent job vacancies advertised in South Yorkshire 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
Yorkshire / South Yorkshire
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 61 70 85
Rank change year-on-year +9 +15  
Permanent jobs citing Big Data 15 1 4
As % of all permanent IT jobs advertised in South Yorkshire 2.07% 0.15% 0.43%
As % of the Database & Business Intelligence category 5.81% 0.68% 1.29%
Number of salaries quoted 12 0 4
Median salary £53,750 - £43,750
90% offered a salary of more than £32,500 - £31,950
10% offered a salary of more than £62,250 - £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 South Yorkshire with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
South Yorkshire
Permanent job vacancies with a requirement for database and business intelligence skills 258 146 311
As % of all permanent IT job vacancies advertised in South Yorkshire 35.68% 22.22% 33.19%
Number of salaries quoted 205 120 287
Median salary £37,500 £37,500 £40,000
Median salary % change year-on-year - -6.25%  
90% offered a salary of more than £29,000 £28,350 £27,500
10% offered a salary of more than £60,000 £55,000 £50,000
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

Big Data
Job Vacancy Trend in South Yorkshire

The job posting trend of jobs advertised in South Yorkshire 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 South Yorkshire

Big Data
Salary Trend in South Yorkshire

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

Salary trend for Big Data in South Yorkshire

Big Data
Salary Histogram in South Yorkshire

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

Salary histogram for Big Data in South Yorkshire

Big Data
Job Locations in South Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Big Data within the South Yorkshire region over the 3 months to 27 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Sheffield +7 14 £55,000 - 8
Big Data
Yorkshire

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 South Yorkshire region with a requirement for Big Data.

1 11 (57.89%) Agile Software Development
1 11 (57.89%) Java
2 9 (47.37%) C#
2 9 (47.37%) Degree
2 9 (47.37%) NoSQL
3 8 (42.11%) Python
3 8 (42.11%) Scrum
4 6 (31.58%) SQL
4 6 (31.58%) Hadoop
5 5 (26.32%) Computer Science
5 5 (26.32%) QA
5 5 (26.32%) Kanban
5 5 (26.32%) Apache Solr
5 5 (26.32%) MongoDB
5 5 (26.32%) Apache Cassandra
5 5 (26.32%) Redis
5 5 (26.32%) Riak
5 5 (26.32%) Couchbase
5 5 (26.32%) Elasticsearch
5 5 (26.32%) PHP
5 5 (26.32%) Lucene
5 5 (26.32%) Linux
5 5 (26.32%) RUP
5 5 (26.32%) DSDM
5 5 (26.32%) logstash
5 5 (26.32%) Kibana
5 5 (26.32%) Apache Spark
5 5 (26.32%) Elastic Stack
6 4 (21.05%) Greenfield Project
6 4 (21.05%) Data Analysis

Big Data
Co-occurring IT Skills in South Yorkshire 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 (26.32%) Apache Solr
1 5 (26.32%) Apache Spark
1 5 (26.32%) Elasticsearch
Cloud Services
1 1 (5.26%) Amazon AWS
Communications & Networking
1 1 (5.26%) Internet
Database & Business Intelligence
1 9 (47.37%) NoSQL
2 6 (31.58%) Hadoop
3 5 (26.32%) Apache Cassandra
3 5 (26.32%) Couchbase
3 5 (26.32%) MongoDB
3 5 (26.32%) Redis
3 5 (26.32%) Riak
4 1 (5.26%) Data Mining
4 1 (5.26%) SQL Server
Development Applications
1 4 (21.05%) Git (software)
2 2 (10.53%) JUnit
General
1 1 (5.26%) Automotive
1 1 (5.26%) Banking
1 1 (5.26%) Finance
Job Titles
1 13 (68.42%) Developer
2 8 (42.11%) Java Developer
3 5 (26.32%) Data Scientist
4 3 (15.79%) Web Developer
5 2 (10.53%) Java Software Developer
5 2 (10.53%) Senior Data Scientist
5 2 (10.53%) Software Developer
6 1 (5.26%) Agile Development Manager
6 1 (5.26%) Agile Project Manager
6 1 (5.26%) Android Developer
6 1 (5.26%) Big Data Manager
6 1 (5.26%) Development Manager
6 1 (5.26%) Development Project Manager
6 1 (5.26%) Digital Agile Project Manager
6 1 (5.26%) Digital Development Manager
6 1 (5.26%) Digital Project Manager
6 1 (5.26%) iOS Developer
6 1 (5.26%) Java Development Manager
6 1 (5.26%) Mobile Project Manager
6 1 (5.26%) Project Manager
Libraries, Frameworks & Software Standards
1 5 (26.32%) Elastic Stack
1 5 (26.32%) Lucene
2 3 (15.79%) CSS
2 3 (15.79%) HTML
3 2 (10.53%) Apache Thrift
3 2 (10.53%) REST
4 1 (5.26%) Web Services
Miscellaneous
1 5 (26.32%) Computer Science
2 4 (21.05%) Greenfield Project
3 3 (15.79%) Smartphone
4 2 (10.53%) Algorithms
4 2 (10.53%) Analytical Skills
4 2 (10.53%) Linux Command Line
4 2 (10.53%) User Experience
5 1 (5.26%) Fintech
5 1 (5.26%) Industrial Internet of Things
5 1 (5.26%) Internet of Things
5 1 (5.26%) SCADA
Operating Systems
1 5 (26.32%) Linux
2 2 (10.53%) Unix
3 1 (5.26%) Android
3 1 (5.26%) Apple iOS
Processes & Methodologies
1 11 (57.89%) Agile Software Development
2 8 (42.11%) Scrum
3 5 (26.32%) DSDM
3 5 (26.32%) Kanban
3 5 (26.32%) RUP
4 4 (21.05%) Data Analysis
5 3 (15.79%) Analytics
5 3 (15.79%) Web Development
6 2 (10.53%) Applied Mathematics
6 2 (10.53%) DevOps
6 2 (10.53%) Machine Learning
6 2 (10.53%) Mathematics
6 2 (10.53%) Mobile Development
6 2 (10.53%) Statistics
6 2 (10.53%) Telematics
7 1 (5.26%) Big Data Analytics
7 1 (5.26%) Data Analytics
7 1 (5.26%) Signal Processing
7 1 (5.26%) Stakeholder Management
7 1 (5.26%) Statistical Analysis
Programming Languages
1 11 (57.89%) Java
2 9 (47.37%) C#
3 8 (42.11%) Python
4 6 (31.58%) SQL
5 5 (26.32%) PHP
6 4 (21.05%) JavaScript
7 3 (15.79%) R
8 1 (5.26%) C++
8 1 (5.26%) MATLAB
8 1 (5.26%) Scala
Qualifications
1 9 (47.37%) Degree
2 1 (5.26%) Computer Science Degree
2 1 (5.26%) Numerate Degree
2 1 (5.26%) PhD
Quality Assurance & Compliance
1 5 (26.32%) QA
Systems Management
1 5 (26.32%) Kibana
1 5 (26.32%) logstash
Vendors
1 1 (5.26%) Oracle
Sheffield
Searchability
Salary: £25000 - £30000 per annum + Benefits
Posted: 2 days ago
Sheffield, South Yorkshire
The Floow
Salary: From £28,000 to £40,000 per annum & Bonus
Posted: Yesterday
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: 4 days ago
Sheffield
Affecto
Salary: £35000 - £50000 per annum
Posted: 8 days ago
Sheffield
Computer Futures
Salary: competitive
Posted: 7 days ago
South Yorkshire
Computer Futures
Salary: £50000 - £55000 per annum + competitive
Posted: 14 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