Period
to 13 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Buckinghamshire with a requirement for Hadoop skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Hadoop over the 6 months to 13 December 2018 with a comparison to the same period in the previous 2 years.

Apache Hadoop
South East > Buckinghamshire
6 months to
13 Dec 2018
Same period 2017 Same period 2016
Rank 130 111 141
Rank change year-on-year -19 +30 0
Permanent jobs citing Hadoop 22 64 37
As % of all permanent IT jobs advertised in Buckinghamshire 0.91% 2.24% 1.20%
As % of the Database & Business Intelligence category 2.71% 6.20% 3.88%
Number of salaries quoted 17 39 30
Buckinghamshire median annual salary £55,000 £55,000 £33,000
Median salary % change year-on-year - +66.67% -43.83%
10th Percentile £39,250 £34,500 £27,500
90th Percentile £80,750 £86,000 £65,000
South East median annual salary £65,000 £55,000 £54,000
% change year-on-year +18.18% +1.85% +2.86%

Hadoop is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Buckinghamshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Buckinghamshire
Permanent vacancies with a requirement for database or business intelligence skills 813 1,032 954
As % of all permanent IT jobs advertised in Buckinghamshire 33.69% 36.08% 31.01%
Number of salaries quoted 712 882 834
Buckinghamshire median annual salary £44,491 £45,000 £42,500
Median salary % change year-on-year -1.13% +5.88% +6.25%
10th Percentile £26,775 £30,000 £27,500
90th Percentile £62,500 £62,500 £58,750
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +3.45%

Hadoop
Job Vacancy Trend in Buckinghamshire

Job postings citing Hadoop as a percentage of all IT jobs advertised in Buckinghamshire.

Job vacancy trend for Hadoop in Buckinghamshire

Hadoop
Salary Trend in Buckinghamshire

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

Salary trend for Hadoop in Buckinghamshire

Hadoop
Salary Histogram in Buckinghamshire

The salary distribution of IT jobs citing Hadoop in Buckinghamshire over the 6 months to 13 December 2018.

Salary histogram for Hadoop in Buckinghamshire

Hadoop
Job Locations in Buckinghamshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the Buckinghamshire region over the 6 months to 13 December 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
Milton Keynes -20 21 £55,000 -8.33% 2
Hadoop
South East

For the 6 months to 13 December 2018, IT jobs citing Hadoop 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 Buckinghamshire region with a requirement for Hadoop.

1 15 (68.18%) Agile Software Development
1 15 (68.18%) Kafka
1 15 (68.18%) Apache Spark
2 14 (63.64%) Big Data
3 13 (59.09%) Retail
4 11 (50.00%) Data Architecture
5 9 (40.91%) Open Source
5 9 (40.91%) Metadata Management
6 7 (31.82%) SQL
6 7 (31.82%) Greenfield Project
7 6 (27.27%) MicroStrategy
7 6 (27.27%) ETL
7 6 (27.27%) NoSQL
7 6 (27.27%) Apache Hive
8 5 (22.73%) Data Quality
8 5 (22.73%) HBase
8 5 (22.73%) Analytics
8 5 (22.73%) Data Warehouse
8 5 (22.73%) Data Modelling
8 5 (22.73%) Business Intelligence
8 5 (22.73%) Decision-Making
9 4 (18.18%) Problem-Solving
9 4 (18.18%) Data Science
9 4 (18.18%) Data Management
9 4 (18.18%) Data Analysis
9 4 (18.18%) Microsoft Excel
9 4 (18.18%) Unix
9 4 (18.18%) GAP Analysis
9 4 (18.18%) Cloudera
9 4 (18.18%) Data Lake

Hadoop
Co-occurring IT Skills in Buckinghamshire 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 (68.18%) Apache Spark
2 2 (9.09%) SAS
3 1 (4.55%) Apache
3 1 (4.55%) Apache Pig
Applications
1 4 (18.18%) Microsoft Excel
2 1 (4.55%) Microsoft PowerPoint
Communications & Networking
1 2 (9.09%) Kerberos
2 1 (4.55%) SAN
Database & Business Intelligence
1 14 (63.64%) Big Data
2 6 (27.27%) Apache Hive
2 6 (27.27%) NoSQL
3 5 (22.73%) Data Warehouse
3 5 (22.73%) HBase
4 4 (18.18%) Data Lake
5 3 (13.64%) Cloudera CDH
5 3 (13.64%) Impala
5 3 (13.64%) MS Access
5 3 (13.64%) Pentaho
5 3 (13.64%) PowerCenter
6 1 (4.55%) Apache Cassandra
6 1 (4.55%) Data Mining
6 1 (4.55%) Neo4j
6 1 (4.55%) Redis
6 1 (4.55%) SQL Server
6 1 (4.55%) SQL Server Integration Services
6 1 (4.55%) Sqoop
Development Applications
1 3 (13.64%) ERwin
1 3 (13.64%) PowerDesigner
1 3 (13.64%) RStudio
2 1 (4.55%) Team Foundation Server
2 1 (4.55%) Visual Studio
General
1 13 (59.09%) Retail
2 3 (13.64%) Banking
3 2 (9.09%) Finance
4 1 (4.55%) Marketing
Job Titles
1 7 (31.82%) Analyst
2 5 (22.73%) Data Analyst
3 3 (13.64%) Customer Analyst
3 3 (13.64%) Data Engineer
4 2 (9.09%) Administrator
4 2 (9.09%) Architect
4 2 (9.09%) Big Data Engineer
4 2 (9.09%) Data Architect
4 2 (9.09%) Data Modeller
4 2 (9.09%) Hadoop Administrator
4 2 (9.09%) Metadata Analyst
5 1 (4.55%) Database Developer
5 1 (4.55%) Developer
5 1 (4.55%) Hadoop Architect
5 1 (4.55%) Hadoop Engineer
5 1 (4.55%) Project Manager
5 1 (4.55%) Senior Data Scientist
5 1 (4.55%) SQL Developer
5 1 (4.55%) SQL Server Developer
5 1 (4.55%) SSIS Developer
Libraries, Frameworks & Software Standards
1 15 (68.18%) Kafka
2 1 (4.55%) RabbitMQ
2 1 (4.55%) Spark Streaming
Miscellaneous
1 7 (31.82%) Greenfield Project
2 2 (9.09%) Algorithms
2 2 (9.09%) Analytical Skills
3 1 (4.55%) Management Information System
Operating Systems
1 4 (18.18%) Unix
2 3 (13.64%) Linux
Processes & Methodologies
1 15 (68.18%) Agile Software Development
2 11 (50.00%) Data Architecture
3 9 (40.91%) Metadata Management
3 9 (40.91%) Open Source
4 6 (27.27%) ETL
5 5 (22.73%) Analytics
5 5 (22.73%) Business Intelligence
5 5 (22.73%) Data Modelling
5 5 (22.73%) Decision-Making
6 4 (18.18%) Data Analysis
6 4 (18.18%) Data Management
6 4 (18.18%) Data Science
6 4 (18.18%) GAP Analysis
6 4 (18.18%) Problem-Solving
7 3 (13.64%) DoDAF
7 3 (13.64%) Mathematics
7 3 (13.64%) Migration
7 3 (13.64%) Project Management
7 3 (13.64%) TOGAF
7 3 (13.64%) Zachman Framework
Programming Languages
1 7 (31.82%) SQL
2 3 (13.64%) Python
3 2 (9.09%) Java
3 2 (9.09%) Scala
4 1 (4.55%) Go
4 1 (4.55%) JavaScript
4 1 (4.55%) R
4 1 (4.55%) T-SQL
4 1 (4.55%) VBA
Qualifications
1 1 (4.55%) PhD
Quality Assurance & Compliance
1 5 (22.73%) Data Quality
2 1 (4.55%) GDPR
2 1 (4.55%) SLA
System Software
1 1 (4.55%) Apache Flume
1 1 (4.55%) Apache ZooKeeper
Systems Management
1 1 (4.55%) Ambari
1 1 (4.55%) Hadoop YARN
1 1 (4.55%) OMEGAMON
1 1 (4.55%) Systems Management Server (SMS)
Vendors
1 6 (27.27%) MicroStrategy
2 4 (18.18%) Cloudera
3 3 (13.64%) Ab Initio
3 3 (13.64%) Talend
4 1 (4.55%) Microsoft
4 1 (4.55%) Netezza
4 1 (4.55%) New Relic
4 1 (4.55%) SolarWinds
4 1 (4.55%) Splunk