The following table provides summary statistics for permanent job vacancies advertised in Cheshire 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 26 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
26 Mar 2017
Same period 2016 Same period 2015
Big Data
North West / Cheshire
Rank 79 86 80
Rank change year-on-year +7 -6  
Permanent jobs citing Big Data 12 16 38
As % of all permanent IT jobs advertised in Cheshire 1.14% 1.23% 2.19%
As % of the Database & Business Intelligence category 3.26% 3.86% 6.43%
Number of salaries quoted 11 13 34
Median salary £55,000 £37,500 £60,608
Median salary % change year-on-year +46.66% -38.12%  
UK excluding London median salary £55,000 £50,000 £52,500
% change year-on-year +10.00% -4.76%  

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 Cheshire with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Cheshire
Permanent job vacancies with a requirement for database and business intelligence skills 368 414 591
As % of all permanent IT job vacancies advertised in Cheshire 34.85% 31.82% 34.06%
Number of salaries quoted 320 360 488
Median salary £40,000 £40,000 £40,000
90% offered a salary of more than £31,500 £27,500 £30,000
10% offered a salary of more than £55,000 £54,000 £55,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

Big Data
Job Vacancy Trend in Cheshire

The job posting trend of jobs advertised in Cheshire 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 Cheshire

Big Data
Salary Trend in Cheshire

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

Salary trend for Big Data in Cheshire

Big Data
Salary Histogram in Cheshire

The salary distribution of IT jobs citing Big Data in Cheshire over the 3 months to 26 March 2017.

Salary histogram for Big Data in Cheshire

Big Data
Job Locations in Cheshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Big Data within the Cheshire region over the 3 months to 26 March 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
Chester 0 4 £55,000 +29.41% 2
Warrington +7 1 £37,500 - 1
Crewe - 1 £55,000 -
Big Data
North West

Big Data
Top 30 Related IT Skills in Cheshire

For the 6 months to 26 March 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 Cheshire region with a requirement for Big Data.

1 13 (50.00%) Hadoop
2 11 (42.31%) SQL
2 11 (42.31%) ETL
2 11 (42.31%) Agile Software Development
3 9 (34.62%) Apache Hive
3 9 (34.62%) NoSQL
4 8 (30.77%) Data Warehouse
5 7 (26.92%) Business Intelligence
5 7 (26.92%) Configuration Management
5 7 (26.92%) Java
5 7 (26.92%) MapReduce
5 7 (26.92%) HBase
5 7 (26.92%) Data Architecture
5 7 (26.92%) Kafka
5 7 (26.92%) Analytics
5 7 (26.92%) Apache Pig
5 7 (26.92%) HDFS
5 7 (26.92%) Impala
5 7 (26.92%) Apache Spark
5 7 (26.92%) Mentoring
6 6 (23.08%) SQL Server Reporting Services
6 6 (23.08%) SQL Server Integration Services
7 4 (15.38%) Python
7 4 (15.38%) Data Modelling
7 4 (15.38%) Kimball Methodology
7 4 (15.38%) Machine Learning
7 4 (15.38%) Talend
7 4 (15.38%) Talend Open Studio
7 4 (15.38%) SQL Server Analysis Services
7 4 (15.38%) Predictive Analytics

Big Data
Top Related IT Skills in Cheshire 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 7 (26.92%) Apache Pig
1 7 (26.92%) Apache Spark
2 1 (3.85%) SAS
Applications
1 3 (11.54%) MS Excel
Cloud Services
1 3 (11.54%) Cloud Computing
2 1 (3.85%) Amazon AWS
2 1 (3.85%) AWS Lambda
Database & Business Intelligence
1 13 (50.00%) Hadoop
2 9 (34.62%) Apache Hive
2 9 (34.62%) NoSQL
3 8 (30.77%) Data Warehouse
4 7 (26.92%) HBase
4 7 (26.92%) Impala
5 6 (23.08%) SQL Server Integration Services
5 6 (23.08%) SQL Server Reporting Services
6 4 (15.38%) SQL Server Analysis Services
7 3 (11.54%) MongoDB
7 3 (11.54%) QlikView
7 3 (11.54%) SQL Server
8 2 (7.69%) MySQL
9 1 (3.85%) Amazon DynamoDB
9 1 (3.85%) Apache Cassandra
9 1 (3.85%) Enterprise Data Warehouse
9 1 (3.85%) Spark SQL
Development Applications
1 4 (15.38%) Talend Open Studio
2 1 (3.85%) Jenkins
2 1 (3.85%) JIRA
General
1 3 (11.54%) Games
2 1 (3.85%) Banking
2 1 (3.85%) Corporate Banking
2 1 (3.85%) Finance
2 1 (3.85%) Financial Institution
2 1 (3.85%) Marketing
Job Titles
1 8 (30.77%) Data Engineer
2 7 (26.92%) Analyst
3 6 (23.08%) Hadoop Engineer
4 4 (15.38%) Business Intelligence Analyst
5 3 (11.54%) Data Scientist
6 2 (7.69%) Developer
6 2 (7.69%) Development Manager
6 2 (7.69%) IT Development Manager
6 2 (7.69%) IT Manager
6 2 (7.69%) Java Engineer
7 1 (3.85%) Java Developer
7 1 (3.85%) Java Team Leader
7 1 (3.85%) Project Analyst
7 1 (3.85%) Risk Analyst
7 1 (3.85%) SAS Analyst
7 1 (3.85%) SAS Risk Analyst
7 1 (3.85%) Senior Developer
7 1 (3.85%) Senior Java Developer
7 1 (3.85%) Team Leader
7 1 (3.85%) Technical Team Leader
Libraries, Frameworks & Software Standards
1 7 (26.92%) Kafka
2 1 (3.85%) .NET
2 1 (3.85%) ASP.NET
2 1 (3.85%) Hibernate
2 1 (3.85%) Middleware
2 1 (3.85%) RabbitMQ
2 1 (3.85%) REST
2 1 (3.85%) SOAP
2 1 (3.85%) Spark Streaming
2 1 (3.85%) Spring
2 1 (3.85%) WCF
Miscellaneous
1 4 (15.38%) Analytical Skills
2 1 (3.85%) Computer Science
2 1 (3.85%) Credit Risk
2 1 (3.85%) Mobile App
2 1 (3.85%) User Experience
Operating Systems
1 1 (3.85%) Linux
Processes & Methodologies
1 11 (42.31%) Agile Software Development
1 11 (42.31%) ETL
2 7 (26.92%) Analytics
2 7 (26.92%) Business Intelligence
2 7 (26.92%) Configuration Management
2 7 (26.92%) Data Architecture
2 7 (26.92%) MapReduce
2 7 (26.92%) Mentoring
3 4 (15.38%) Data Modelling
3 4 (15.38%) Kimball Methodology
3 4 (15.38%) Machine Learning
3 4 (15.38%) Predictive Analytics
4 3 (11.54%) Logistic Regression
4 3 (11.54%) Predictive Modelling
4 3 (11.54%) Statistical Modelling
4 3 (11.54%) Statistics
4 3 (11.54%) TDD
4 3 (11.54%) Telematics
4 3 (11.54%) Time Series Analysis
4 3 (11.54%) Visualisation
Programming Languages
1 11 (42.31%) SQL
2 7 (26.92%) Java
3 4 (15.38%) Python
4 3 (11.54%) R
4 3 (11.54%) VBA
5 2 (7.69%) PHP
6 1 (3.85%) C
6 1 (3.85%) C#
6 1 (3.85%) C++
6 1 (3.85%) Perl
6 1 (3.85%) T-SQL
Qualifications
1 4 (15.38%) Degree
2 3 (11.54%) PhD
System Software
1 7 (26.92%) HDFS
2 1 (3.85%) Docker
Systems Management
1 1 (3.85%) Puppet
Vendors
1 4 (15.38%) Talend
2 3 (11.54%) Tableau
3 2 (7.69%) Cloudera
3 2 (7.69%) Oracle
4 1 (3.85%) CA Agile Central
4 1 (3.85%) Google
4 1 (3.85%) Microsoft
4 1 (3.85%) RainStor
4 1 (3.85%) Teradata
Chester, Cheshire
Searchability
Salary: £50000 - £60000 per annum + Benefits
Posted: 5 days ago
Chester, Cheshire
Searchability
Salary: £40000 - £50000 per annum + Benefits
Posted: 5 days ago
Warrington, Cheshire
Searchability
Salary: £30000 - £45000 per annum + Benefits
Posted: 5 days ago
Cheshire
Greywood Associates Limited
Salary: £50000 - £55000 per annum + bens
Posted: 5 days ago