The table below looks at the statistics for Big Data skills in IT jobs advertised for the Cheshire region. Included is a guide to the salaries offered in IT jobs that have cited Big Data over the 3 months to 8 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
8 Dec 2016
Same period 2015 Same period 2014
Big Data
Rank 90 87 102
Rank change year-on-year
-3 +15
Permanent jobs citing Big Data 11 21 31
As % of all permanent IT jobs located in Cheshire 0.97% 1.48% 1.64%
As % of the Database & Business Intelligence category 2.81% 3.78% 5.24%
Number of salaries quoted 9 20 28
Median salary £41,000 £43,750 £47,500
Median salary % change year-on-year
-6.28% -7.89%
90% offered a salary of more than £30,000 £37,230 £34,250
10% offered a salary of more than £61,000 £75,000 £55,750
UK excluding London median salary £54,000 £50,000 £47,500
% change year-on-year
+8.00% +5.26%
Big Data
North West

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the Cheshire region.

Database & Business Intelligence Category
Cheshire
Permanent IT job ads with a match in the
Database & Business Intelligence category
391 556 592
As % of all permanent IT jobs located in Cheshire 34.33% 39.13% 31.41%
Number of salaries quoted 338 511 527
Median salary £36,000 £40,000 £40,000
Median salary % change year-on-year
-10.00% -
90% offered a salary of more than £27,500 £30,000 £30,000
10% offered a salary of more than £45,000 £60,000 £52,500
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%

Big Data
Jobs Demand Trend in Cheshire

The demand trend of job ads across the Cheshire region citing Big Data as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Big Data Jobs Demand Trend 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 across the Cheshire region.

Big Data Salary Trend in Cheshire

Big Data
Salary Histogram in Cheshire

This chart provides a salary histogram for IT jobs citing Big Data across the Cheshire region over the 3 months to 8 December 2016.

Big Data Salary Histogram 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 8 December 2016. 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
(Click see detailed
statistics and trends)
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 +2 4 £43,750 -23.91% 4
Warrington +13 2 £37,500 -11.69% 1
Crewe -3 2 £41,000 -3.52%
Big Data
North West

Big Data
Top 30 Related IT Skills in Cheshire

For the 6 months to 8 December 2016, 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 9 (40.91%) Agile Software Development
2 7 (31.82%) SQL
2 7 (31.82%) ETL
2 7 (31.82%) Analytics
3 6 (27.27%) Business Intelligence
3 6 (27.27%) Data Warehouse
3 6 (27.27%) Finance
3 6 (27.27%) MongoDB
4 5 (22.73%) NoSQL
4 5 (22.73%) Hadoop
4 5 (22.73%) TDD
4 5 (22.73%) Java
4 5 (22.73%) Analytical Skills
5 4 (18.18%) Mentoring
5 4 (18.18%) Data Modelling
5 4 (18.18%) Banking
6 3 (13.64%) Data Management
6 3 (13.64%) Information Management
6 3 (13.64%) Telematics
6 3 (13.64%) Data Quality
6 3 (13.64%) MS Excel
6 3 (13.64%) ASP.NET
6 3 (13.64%) Microsoft
6 3 (13.64%) .NET
6 3 (13.64%) SQL Server
6 3 (13.64%) Stakeholder Management
6 3 (13.64%) SDLC
7 2 (9.09%) Enterprise Data Warehouse
7 2 (9.09%) Docker
7 2 (9.09%) DevOps

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 1 (4.55%) Apache Pig
1 1 (4.55%) Apache Spark
1 1 (4.55%) Elasticsearch
Applications
1 3 (13.64%) MS Excel
2 1 (4.55%) MS Visio
Cloud Services
1 2 (9.09%) Amazon AWS
2 1 (4.55%) Cloud Computing
Communications & Networking
1 1 (4.55%) Intrusion Detection
Database & Business Intelligence
1 6 (27.27%) Data Warehouse
1 6 (27.27%) MongoDB
2 5 (22.73%) Hadoop
2 5 (22.73%) NoSQL
3 3 (13.64%) SQL Server
4 2 (9.09%) Enterprise Data Warehouse
4 2 (9.09%) QlikView
4 2 (9.09%) SQL Server Analysis Services
4 2 (9.09%) SQL Server Integration Services
4 2 (9.09%) SQL Server Reporting Services
5 1 (4.55%) Amazon DynamoDB
5 1 (4.55%) Apache Cassandra
5 1 (4.55%) Apache Hive
5 1 (4.55%) BusinessObjects
5 1 (4.55%) HBase
5 1 (4.55%) Impala
5 1 (4.55%) Power BI
5 1 (4.55%) Qlik Sense
5 1 (4.55%) SAP BW
Development Applications
1 2 (9.09%) Talend Open Studio
2 1 (4.55%) Git (software)
2 1 (4.55%) Jenkins
General
1 6 (27.27%) Finance
2 4 (18.18%) Banking
3 2 (9.09%) Advertising
3 2 (9.09%) Marketing
4 1 (4.55%) Corporate Banking
4 1 (4.55%) Financial Institution
4 1 (4.55%) Investment Banking
4 1 (4.55%) Legal
4 1 (4.55%) Retail
4 1 (4.55%) Retail Banking
Job Titles
1 6 (27.27%) Analyst
1 6 (27.27%) Developer
2 2 (9.09%) Architect
2 2 (9.09%) Business Intelligence Analyst
2 2 (9.09%) Chief Operating Officer
2 2 (9.09%) Data Analyst
2 2 (9.09%) Data Engineer
2 2 (9.09%) Hadoop Engineer
2 2 (9.09%) Java Developer
3 1 (4.55%) Analytics Manager
3 1 (4.55%) AWS DevOps
3 1 (4.55%) AWS Engineer
3 1 (4.55%) Big Data Architect
3 1 (4.55%) Big Data Engineer
3 1 (4.55%) Cloud Engineer
3 1 (4.55%) Data Analytics Manager
3 1 (4.55%) DevOps Engineer
3 1 (4.55%) Junior Data Engineer
3 1 (4.55%) Machine Learning Developer
3 1 (4.55%) Principal Data Architect
Libraries, Frameworks & Software Standards
1 3 (13.64%) .NET
1 3 (13.64%) ASP.NET
2 2 (9.09%) Hibernate
2 2 (9.09%) Middleware
2 2 (9.09%) REST
2 2 (9.09%) RESTful
2 2 (9.09%) SOAP
2 2 (9.09%) Spring
2 2 (9.09%) WCF
3 1 (4.55%) AngularJS
3 1 (4.55%) ASP.NET MVC
3 1 (4.55%) ASP.NET MVC 5
3 1 (4.55%) ASP.NET Web Forms
3 1 (4.55%) Backbone.js
3 1 (4.55%) CSS3
3 1 (4.55%) Java EE
3 1 (4.55%) JSON
3 1 (4.55%) Kafka
3 1 (4.55%) KnockoutJS
3 1 (4.55%) SignalR
Miscellaneous
1 5 (22.73%) Analytical Skills
2 3 (13.64%) Telematics
3 2 (9.09%) Mobile App
4 1 (4.55%) Computer Science
4 1 (4.55%) Data Centre
4 1 (4.55%) Data Integration
4 1 (4.55%) Driving Licence
4 1 (4.55%) Linked Data
4 1 (4.55%) Management Information System
4 1 (4.55%) Mathematics
4 1 (4.55%) Reference Data
4 1 (4.55%) User Experience
4 1 (4.55%) Visualisation
Operating Systems
1 1 (4.55%) Linux
Processes & Methodologies
1 9 (40.91%) Agile Software Development
2 7 (31.82%) Analytics
2 7 (31.82%) ETL
3 6 (27.27%) Business Intelligence
4 5 (22.73%) TDD
5 4 (18.18%) Data Modelling
5 4 (18.18%) Mentoring
6 3 (13.64%) Data Management
6 3 (13.64%) Information Management
6 3 (13.64%) SDLC
6 3 (13.64%) Stakeholder Management
7 2 (9.09%) Data Analysis
7 2 (9.09%) DevOps
7 2 (9.09%) Digital Marketing
7 2 (9.09%) MVC
7 2 (9.09%) Performance Tuning
7 2 (9.09%) Predictive Analytics
7 2 (9.09%) Project Planning
7 2 (9.09%) Requirements Engineering
7 2 (9.09%) Unit Testing
Programming Languages
1 7 (31.82%) SQL
2 5 (22.73%) Java
3 2 (9.09%) C#
3 2 (9.09%) T-SQL
4 1 (4.55%) JavaScript
4 1 (4.55%) PHP
Qualifications
1 1 (4.55%) Degree
1 1 (4.55%) MBA
1 1 (4.55%) PMI Certification
1 1 (4.55%) PMP
1 1 (4.55%) PRINCE2 Certification
1 1 (4.55%) Security Cleared
Quality Assurance & Compliance
1 3 (13.64%) Data Quality
2 1 (4.55%) QA
System Software
1 2 (9.09%) Docker
2 1 (4.55%) Active Directory
2 1 (4.55%) HDFS
Systems Management
1 1 (4.55%) Control-M
1 1 (4.55%) Kubernetes
1 1 (4.55%) Puppet
Vendors
1 3 (13.64%) Microsoft
2 2 (9.09%) Cognizant
2 2 (9.09%) Talend
2 2 (9.09%) Teradata
3 1 (4.55%) Ab Initio
3 1 (4.55%) Cloudera
3 1 (4.55%) GoldenSource
3 1 (4.55%) Google
3 1 (4.55%) Informatica
3 1 (4.55%) RainStor
3 1 (4.55%) SAP
3 1 (4.55%) Tableau
3 1 (4.55%) Xamarin
Cheshire
Churchill Frank
Salary: £40000 - £65000 per annum + Bonus + Pension
Posted: 2 days ago
Chester
Applause IT Ltd
Salary: £36000 - £43000 per annum + + Great Benefits
Posted: 8 days ago
Warrington
Robert Walters UK
Salary: £35000 - £40000 per annum
Posted: 21 days ago
Chester, Cheshire
Parallel Consulting
Salary: £35000 - £45000 per annum + bonus + benefits
Posted: 20 hours ago
Chester, Cheshire
Searchability
Salary: £40000 - £50000 per annum + Benefits
Posted: 6 days ago
Chester, Cheshire
Searchability
Salary: £60000 - £75000 per annum + Benefits
Posted: 6 days ago