The following table provides summary statistics for permanent job vacancies advertised in Cheshire with a requirement for Hadoop skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Hadoop over the 3 months to 25 June 2017 with a comparison to the same period in the previous 2 years.

Apache Hadoop
North West / Cheshire
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 95 84 118
Rank change year-on-year -11 +34  
Permanent jobs citing Hadoop 22 2 10
As % of all permanent IT jobs advertised in Cheshire 1.52% 0.21% 0.58%
As % of the Database & Business Intelligence category 4.58% 0.74% 1.70%
Number of salaries quoted 14 2 10
Median salary £56,500 £50,000 £58,750
Median salary % change year-on-year +13.00% -14.89%  
90% offered a salary of more than £43,250 £44,000 £46,750
10% offered a salary of more than £80,000 £56,000 £110,000
UK excluding London median salary £54,500 £54,000 £50,000
% change year-on-year +0.92% +8.00%  

Hadoop 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 480 270 589
As % of all permanent IT job vacancies advertised in Cheshire 33.22% 28.33% 34.32%
Number of salaries quoted 393 243 493
Median salary £40,000 £38,000 £40,000
Median salary % change year-on-year +5.26% -5.00%  
90% offered a salary of more than £31,500 £27,500 £31,500
10% offered a salary of more than £60,000 £47,500 £55,000
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

Hadoop
Job Vacancy Trend in Cheshire

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

Job vacancy trend for Hadoop in Cheshire

Hadoop
Salary Trend in Cheshire

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

Salary trend for Hadoop in Cheshire

Hadoop
Salary Histogram in Cheshire

The salary distribution of IT jobs citing Hadoop in Cheshire over the 3 months to 25 June 2017.

Salary histogram for Hadoop in Cheshire

Hadoop
Job Locations in Cheshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the Cheshire region over the 3 months to 25 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
Knutsford - 11 £56,500 -
Chester +7 6 £45,000 -10.00%
Hadoop
North West

For the 6 months to 25 June 2017, IT jobs citing Hadoop 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 Hadoop.

1 19 (63.33%) SQL
1 19 (63.33%) Big Data
2 17 (56.67%) Apache Hive
3 15 (50.00%) Kafka
3 15 (50.00%) Analytics
3 15 (50.00%) Apache Spark
4 14 (46.67%) Impala
5 13 (43.33%) ETL
6 11 (36.67%) Agile Software Development
7 10 (33.33%) Data Architecture
7 10 (33.33%) HDFS
7 10 (33.33%) Apache Pig
7 10 (33.33%) NoSQL
7 10 (33.33%) MapReduce
7 10 (33.33%) HBase
8 9 (30.00%) Big Data Analytics
8 9 (30.00%) Data Analytics
9 7 (23.33%) MongoDB
9 7 (23.33%) Finance
9 7 (23.33%) Teradata
10 6 (20.00%) Risk Management
10 6 (20.00%) Talend Open Studio
10 6 (20.00%) Business Intelligence
10 6 (20.00%) Data Warehouse
10 6 (20.00%) Configuration Management
10 6 (20.00%) Talend
10 6 (20.00%) Cloudera
10 6 (20.00%) Mentoring
11 5 (16.67%) Spark SQL
11 5 (16.67%) Amazon DynamoDB

Hadoop
Co-occurring 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 15 (50.00%) Apache Spark
2 10 (33.33%) Apache Pig
3 5 (16.67%) SAS
Cloud Services
1 5 (16.67%) Amazon AWS
2 1 (3.33%) AWS Lambda
2 1 (3.33%) Cloud Computing
Database & Business Intelligence
1 19 (63.33%) Big Data
2 17 (56.67%) Apache Hive
3 14 (46.67%) Impala
4 10 (33.33%) HBase
4 10 (33.33%) NoSQL
5 7 (23.33%) MongoDB
6 6 (20.00%) Data Warehouse
7 5 (16.67%) Amazon DynamoDB
7 5 (16.67%) Spark SQL
7 5 (16.67%) SQL Server Integration Services
8 4 (13.33%) Data Mining
8 4 (13.33%) SQL Server Reporting Services
9 3 (10.00%) MySQL
9 3 (10.00%) SQL Server
10 2 (6.67%) QlikView
11 1 (3.33%) Cognos Framework Manager
11 1 (3.33%) Cognos Report Studio
11 1 (3.33%) DTS
11 1 (3.33%) Pentaho
11 1 (3.33%) SQL Server Analysis Services
Development Applications
1 6 (20.00%) Talend Open Studio
2 2 (6.67%) JIRA
General
1 7 (23.33%) Finance
2 5 (16.67%) Banking
3 4 (13.33%) Financial Institution
3 4 (13.33%) Investment Banking
4 1 (3.33%) Corporate Banking
4 1 (3.33%) Marketing
Job Titles
1 10 (33.33%) Data Engineer
2 5 (16.67%) DBA
3 4 (13.33%) Analyst
3 4 (13.33%) Hadoop Engineer
3 4 (13.33%) MongoDB DBA
3 4 (13.33%) SQL Analyst
3 4 (13.33%) SQL Data Analyst
3 4 (13.33%) Test Analyst
3 4 (13.33%) Test Data Analyst
4 3 (10.00%) Administrator
4 3 (10.00%) Development Manager
4 3 (10.00%) IT Development Manager
4 3 (10.00%) IT Manager
5 1 (3.33%) Business Intelligence Developer
5 1 (3.33%) Head of Analytics
5 1 (3.33%) Head of Management Information
5 1 (3.33%) Java Engineer
5 1 (3.33%) Senior Business Intelligence Developer
5 1 (3.33%) Senior Developer
5 1 (3.33%) Teradata DBA
Libraries, Frameworks & Software Standards
1 15 (50.00%) Kafka
2 1 (3.33%) .NET
2 1 (3.33%) .NET Framework
2 1 (3.33%) ASP.NET
2 1 (3.33%) RabbitMQ
2 1 (3.33%) Spark Streaming
Miscellaneous
1 5 (16.67%) Computer Science
2 3 (10.00%) Analytical Skills
3 2 (6.67%) Data Structures
3 2 (6.67%) Management Information System
Operating Systems
1 5 (16.67%) Unix
2 4 (13.33%) Linux
Processes & Methodologies
1 15 (50.00%) Analytics
2 13 (43.33%) ETL
3 11 (36.67%) Agile Software Development
4 10 (33.33%) Data Architecture
4 10 (33.33%) MapReduce
5 9 (30.00%) Big Data Analytics
5 9 (30.00%) Data Analytics
6 6 (20.00%) Business Intelligence
6 6 (20.00%) Configuration Management
6 6 (20.00%) Mentoring
6 6 (20.00%) Risk Management
7 5 (16.67%) Mathematics
8 4 (13.33%) Decision Tree
8 4 (13.33%) Experimental Design
8 4 (13.33%) Logistic Regression
8 4 (13.33%) Machine Learning
8 4 (13.33%) Neural Network
8 4 (13.33%) Random Forest
8 4 (13.33%) Statistics
8 4 (13.33%) Wealth Management
Programming Languages
1 19 (63.33%) SQL
2 5 (16.67%) Python
2 5 (16.67%) T-SQL
3 4 (13.33%) Java
3 4 (13.33%) R
3 4 (13.33%) Shell Script
4 1 (3.33%) C
4 1 (3.33%) C#
4 1 (3.33%) C++
4 1 (3.33%) Perl
4 1 (3.33%) PHP
4 1 (3.33%) VB
Qualifications
1 5 (16.67%) Degree
2 1 (3.33%) Computer Science Degree
2 1 (3.33%) Numerate Degree
System Software
1 10 (33.33%) HDFS
2 1 (3.33%) Apache Flume
Vendors
1 7 (23.33%) Teradata
2 6 (20.00%) Cloudera
2 6 (20.00%) Talend
3 3 (10.00%) Oracle
4 2 (6.67%) Cognos
4 2 (6.67%) Microsoft
5 1 (3.33%) Actuate
5 1 (3.33%) CA Agile Central
5 1 (3.33%) Google
5 1 (3.33%) Hortonworks
5 1 (3.33%) IBM
5 1 (3.33%) Informatica
5 1 (3.33%) RainStor
5 1 (3.33%) Tableau
Cheshire
Churchill Frank
Salary: £55000 - £60000 per annum
Posted: 2 days ago