Period
to 19 February 2018

The following table provides summary statistics for permanent job vacancies advertised in the South West with a requirement for MapReduce skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited MapReduce over the 6 months to 19 February 2018 with a comparison to the same period in the previous 2 years.

MapReduce
England > South West
6 months to
19 Feb 2018
Same period 2017 Same period 2016
Rank 305 323 -
Rank change year-on-year +18 - +335
Permanent jobs citing MapReduce 31 11 0
As % of all permanent IT jobs advertised in the South West 0.30% 0.11% -
As % of the Processes & Methodologies category 0.34% 0.12% -
Number of salaries quoted 29 10 0
South West median annual salary £50,000 £50,000 -
England median annual salary £70,000 £70,000 £70,000

MapReduce is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the South West with a requirement for process or methodology skills.

All Process and Methodology Skills
South West
Permanent vacancies with a requirement for process or methodology skills 9,043 9,253 10,556
As % of all permanent IT jobs advertised in the South West 88.87% 89.94% 89.85%
Number of salaries quoted 7,367 7,632 8,819
South West median annual salary £42,500 £41,500 £40,000
Median salary % change year-on-year +2.41% +3.75% +2.56%
10th Percentile £26,250 £26,250 £25,500
90th Percentile £63,750 £65,000 £63,750
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

MapReduce
Job Vacancy Trend in the South West

Job postings citing MapReduce as a percentage of all IT jobs advertised in the South West.

Job vacancy trend for MapReduce in the South West

MapReduce
Salary Trend in the South West

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing MapReduce in the South West.

Salary trend for MapReduce in the South West

MapReduce
Salary Histogram in the South West

The salary distribution of IT jobs citing MapReduce in the South West over the 6 months to 19 February 2018.

Salary histogram for MapReduce in the South West

MapReduce
Job Locations in the South West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing MapReduce within the South West region over the 6 months to 19 February 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Bristol +8 27 £50,000 - 1
Wiltshire - 2 £69,000 -
Gloucestershire +31 1 - - 1
MapReduce
England

For the 6 months to 19 February 2018, IT jobs citing MapReduce also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the South West region with a requirement for MapReduce.

1 31 (100.00%) SQL
1 31 (100.00%) Python
2 30 (96.77%) Java
3 29 (93.55%) Amazon AWS
4 28 (90.32%) Scala
4 28 (90.32%) Analytics
4 28 (90.32%) Amazon EMR
4 28 (90.32%) Elasticsearch
4 28 (90.32%) Amazon Redshift
4 28 (90.32%) Amazon Kinesis
4 28 (90.32%) Amazon Athena
5 27 (87.10%) Apache Spark
5 27 (87.10%) ETL
6 26 (83.87%) Clustering
6 26 (83.87%) Agile Software Development
6 26 (83.87%) Pandas
6 26 (83.87%) MLlib
7 25 (80.65%) BigQuery
8 24 (77.42%) Scrum
9 23 (74.19%) Hadoop
10 22 (70.97%) Open Source
11 20 (64.52%) Big Data
11 20 (64.52%) Coaching
11 20 (64.52%) Continuous Delivery
11 20 (64.52%) GitHub
12 19 (61.29%) Apache Pig
12 19 (61.29%) Apache Hive
13 18 (58.06%) Data Visualisation
13 18 (58.06%) Visualisation
13 18 (58.06%) C#

MapReduce
Co-occurring IT Skills in the South West 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 28 (90.32%) Elasticsearch
2 27 (87.10%) Apache Spark
3 19 (61.29%) Apache Pig
4 2 (6.45%) Apache
4 2 (6.45%) Confluence
Cloud Services
1 29 (93.55%) Amazon AWS
2 28 (90.32%) Amazon EMR
2 28 (90.32%) Amazon Kinesis
3 20 (64.52%) GitHub
4 17 (54.84%) Microsoft Azure
5 2 (6.45%) Amazon Kinesis Data Analytics
5 2 (6.45%) Amazon S3
6 1 (3.23%) AWS Data Pipeline
6 1 (3.23%) Azure Data Factory
6 1 (3.23%) Google Cloud Platform
Database & Business Intelligence
1 28 (90.32%) Amazon Athena
1 28 (90.32%) Amazon Redshift
2 25 (80.65%) BigQuery
3 23 (74.19%) Hadoop
4 20 (64.52%) Big Data
5 19 (61.29%) Apache Hive
6 16 (51.61%) Impala
6 16 (51.61%) Power BI
6 16 (51.61%) Presto
6 16 (51.61%) Spotfire
7 3 (9.68%) MongoDB
8 2 (6.45%) Amazon RDS
8 2 (6.45%) Apache Accumulo
8 2 (6.45%) Data Warehouse
8 2 (6.45%) MySQL
8 2 (6.45%) Neo4j
8 2 (6.45%) NoSQL
8 2 (6.45%) OrientDB
8 2 (6.45%) PostgreSQL
9 1 (3.23%) Sqoop
Development Applications
1 16 (51.61%) JIRA
General
1 14 (45.16%) Electronics
Job Titles
1 19 (61.29%) Data Engineer
2 16 (51.61%) Senior Data Engineer
3 15 (48.39%) Hadoop Engineer
4 14 (45.16%) AWS Engineer
4 14 (45.16%) Senior Hadoop Engineer
5 8 (25.81%) Data Science Leader
5 8 (25.81%) Technical Leader
6 2 (6.45%) Architect
6 2 (6.45%) Data Architect
6 2 (6.45%) Developer
6 2 (6.45%) Java Developer
6 2 (6.45%) Senior Developer
6 2 (6.45%) Senior Java Developer
7 1 (3.23%) Big Data Architect
7 1 (3.23%) Cybersecurity Architect
7 1 (3.23%) Security Architect
Libraries, Frameworks & Software Standards
1 26 (83.87%) MLlib
1 26 (83.87%) Pandas
2 6 (19.35%) Velocity
3 2 (6.45%) Hibernate
3 2 (6.45%) Java Concurrency
3 2 (6.45%) Kafka
3 2 (6.45%) RESTful
3 2 (6.45%) Spring
Miscellaneous
1 26 (83.87%) Clustering
2 14 (45.16%) User Experience
3 12 (38.71%) Internet of Things
4 2 (6.45%) Wiki
Operating Systems
1 1 (3.23%) Linux
Processes & Methodologies
1 28 (90.32%) Analytics
2 27 (87.10%) ETL
3 26 (83.87%) Agile Software Development
4 24 (77.42%) Scrum
5 22 (70.97%) Open Source
6 20 (64.52%) Coaching
6 20 (64.52%) Continuous Delivery
7 18 (58.06%) Data Visualisation
7 18 (58.06%) Visualisation
8 16 (51.61%) Business Intelligence
8 16 (51.61%) DevOps
9 14 (45.16%) Data Analytics
9 14 (45.16%) Software Engineering
10 10 (32.26%) Data Science
11 8 (25.81%) BDD
11 8 (25.81%) Kanban
11 8 (25.81%) Test Automation
12 7 (22.58%) Data Engineering
13 6 (19.35%) Acceptance Criteria
13 6 (19.35%) Performance Management
Programming Languages
1 31 (100.00%) Python
1 31 (100.00%) SQL
2 30 (96.77%) Java
3 28 (90.32%) Scala
4 18 (58.06%) C#
5 1 (3.23%) C
5 1 (3.23%) R
5 1 (3.23%) Ruby
Qualifications
1 2 (6.45%) DV Cleared
1 2 (6.45%) Security Cleared
2 1 (3.23%) SC Cleared
System Software
1 18 (58.06%) Docker
2 2 (6.45%) Apache ZooKeeper
3 1 (3.23%) Apache Flume
3 1 (3.23%) HDFS
Systems Management
1 2 (6.45%) Hadoop YARN
Vendors
1 16 (51.61%) Tableau
2 14 (45.16%) Atlassian
3 2 (6.45%) Hortonworks
4 1 (3.23%) Google