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 23 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Feb 2017
Same period 2016 Same period 2015
Big Data
North West / Cheshire
Rank 74 91 71
Rank change year-on-year
+17 -20
Permanent jobs citing Big Data 14 13 58
As % of all permanent IT jobs located in Cheshire 1.39% 1.00% 3.10%
As % of the Database & Business Intelligence category 4.15% 3.28% 9.22%
Number of salaries quoted 12 13 49
Median salary £46,250 £42,469 £52,500
Median salary % change year-on-year
+8.90% -19.10%
90% offered a salary of more than £37,500 £37,500 £42,500
10% offered a salary of more than £59,500 £88,500 £63,000
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year
+10.00% -

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
337 396 629
As % of all permanent IT jobs located in Cheshire 33.47% 30.48% 33.64%
Number of salaries quoted 288 355 532
Median salary £40,000 £42,500 £40,000
Median salary % change year-on-year
-5.88% +6.25%
90% offered a salary of more than £31,500 £27,500 £30,300
10% offered a salary of more than £52,500 £55,000 £55,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +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 23 February 2017.

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 23 February 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
Warrington +8 4 £37,500 -11.69% 1
Chester +1 4 £46,250 +23.33% 2
Big Data
North West

Big Data
Top 30 Related IT Skills in Cheshire

For the 6 months to 23 February 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 9 (45.00%) SQL
2 7 (35.00%) Data Warehouse
2 7 (35.00%) ETL
2 7 (35.00%) Business Intelligence
2 7 (35.00%) Agile Software Development
3 6 (30.00%) Hadoop
3 6 (30.00%) Analytics
4 5 (25.00%) Java
5 4 (20.00%) Data Modelling
5 4 (20.00%) TDD
5 4 (20.00%) SQL Server Reporting Services
5 4 (20.00%) SQL Server Integration Services
5 4 (20.00%) Predictive Analytics
5 4 (20.00%) SQL Server Analysis Services
5 4 (20.00%) Machine Learning
5 4 (20.00%) NoSQL
5 4 (20.00%) MongoDB
5 4 (20.00%) Kimball Methodology
5 4 (20.00%) Analytical Skills
6 3 (15.00%) Time Series Analysis
6 3 (15.00%) Mentoring
6 3 (15.00%) Linear Regression
6 3 (15.00%) Tableau
6 3 (15.00%) R
6 3 (15.00%) Visualisation
6 3 (15.00%) Telematics
6 3 (15.00%) Predictive Modelling
6 3 (15.00%) Statistical Modelling
6 3 (15.00%) Talend
6 3 (15.00%) QlikView

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 2 (10.00%) Apache Pig
1 2 (10.00%) Apache Spark
2 1 (5.00%) SAS
Applications
1 1 (5.00%) MS Excel
Cloud Services
1 2 (10.00%) Cloud Computing
2 1 (5.00%) Amazon AWS
Database & Business Intelligence
1 7 (35.00%) Data Warehouse
2 6 (30.00%) Hadoop
3 4 (20.00%) MongoDB
3 4 (20.00%) NoSQL
3 4 (20.00%) SQL Server Analysis Services
3 4 (20.00%) SQL Server Integration Services
3 4 (20.00%) SQL Server Reporting Services
4 3 (15.00%) QlikView
5 2 (10.00%) Apache Hive
5 2 (10.00%) HBase
5 2 (10.00%) Impala
6 1 (5.00%) Apache Cassandra
6 1 (5.00%) Enterprise Data Warehouse
6 1 (5.00%) SQL Server
Development Applications
1 3 (15.00%) Talend Open Studio
2 1 (5.00%) Jenkins
General
1 3 (15.00%) Games
2 1 (5.00%) Banking
2 1 (5.00%) Corporate Banking
2 1 (5.00%) Finance
2 1 (5.00%) Financial Institution
2 1 (5.00%) Marketing
Job Titles
1 7 (35.00%) Analyst
2 4 (20.00%) Business Intelligence Analyst
3 3 (15.00%) Data Engineer
3 3 (15.00%) Data Scientist
3 3 (15.00%) Developer
4 2 (10.00%) Hadoop Engineer
5 1 (5.00%) AWS DevOps
5 1 (5.00%) AWS Engineer
5 1 (5.00%) Big Data Engineer
5 1 (5.00%) C# Developer
5 1 (5.00%) Cloud Engineer
5 1 (5.00%) DevOps Engineer
5 1 (5.00%) Java Developer
5 1 (5.00%) Java Engineer
5 1 (5.00%) Junior Data Engineer
5 1 (5.00%) Portfolio Analyst
5 1 (5.00%) Project Analyst
5 1 (5.00%) SAS Risk Analyst
5 1 (5.00%) Strategy Analyst
5 1 (5.00%) Team Leader
Libraries, Frameworks & Software Standards
1 2 (10.00%) .NET
1 2 (10.00%) ASP.NET
1 2 (10.00%) Kafka
1 2 (10.00%) Middleware
1 2 (10.00%) REST
1 2 (10.00%) SOAP
1 2 (10.00%) WCF
2 1 (5.00%) Hibernate
2 1 (5.00%) Spring
Miscellaneous
1 4 (20.00%) Analytical Skills
2 1 (5.00%) Credit Risk
2 1 (5.00%) Mobile App
2 1 (5.00%) User Experience
Operating Systems
1 1 (5.00%) Linux
Processes & Methodologies
1 7 (35.00%) Agile Software Development
1 7 (35.00%) Business Intelligence
1 7 (35.00%) ETL
2 6 (30.00%) Analytics
3 4 (20.00%) Data Modelling
3 4 (20.00%) Kimball Methodology
3 4 (20.00%) Machine Learning
3 4 (20.00%) Predictive Analytics
3 4 (20.00%) TDD
4 3 (15.00%) Linear Regression
4 3 (15.00%) Logistic Regression
4 3 (15.00%) Mentoring
4 3 (15.00%) Predictive Modelling
4 3 (15.00%) Statistical Modelling
4 3 (15.00%) Statistics
4 3 (15.00%) Telematics
4 3 (15.00%) Time Series Analysis
4 3 (15.00%) Visualisation
5 2 (10.00%) MapReduce
5 2 (10.00%) SDLC
Programming Languages
1 9 (45.00%) SQL
2 5 (25.00%) Java
3 3 (15.00%) Python
3 3 (15.00%) R
3 3 (15.00%) VBA
4 2 (10.00%) C#
4 2 (10.00%) T-SQL
5 1 (5.00%) PHP
Qualifications
1 3 (15.00%) Degree
1 3 (15.00%) PhD
System Software
1 2 (10.00%) HDFS
2 1 (5.00%) Docker
Systems Management
1 1 (5.00%) Puppet
Vendors
1 3 (15.00%) Tableau
1 3 (15.00%) Talend
2 2 (10.00%) Microsoft
3 1 (5.00%) Cloudera
3 1 (5.00%) Google
3 1 (5.00%) RainStor
3 1 (5.00%) Teradata
Cheshire
Talent Spa
Salary: Up to £50k DOE
Posted: 4 hours ago
Warrington
Searchability
Salary: £30000 - £45000 per annum + Benefits
Posted: Yesterday
Chester, Cheshire
Searchability
Salary: £50000 - £65000 per annum + benefits
Posted: 2 days ago
Chester, Cheshire
Oscar
Salary: £40000 - £60000 per annum + Benefits
Posted: 6 days ago
London or Knutsford
Cognizant
Salary: Market Salary
Posted: 23 days ago
Cheshire
Churchill Frank
Salary: £40000 - £70000 per annum + Bonus + Pension
Posted: 21 days ago