Period
to 20 October 2021

The following table provides summary statistics for permanent job vacancies advertised in the Midlands 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 20 October 2021 with a comparison to the same period in the previous 2 years.

Apache Hadoop
England > Midlands
6 months to
20 Oct 2021
Same period 2020 Same period 2019
Rank 244 152 216
Rank change year-on-year -92 +64 +33
Permanent jobs citing Hadoop 86 52 120
As % of all permanent jobs advertised in the Midlands 0.81% 1.30% 1.07%
As % of the Database & Business Intelligence category 3.32% 3.98% 4.02%
Number of salaries quoted 53 36 95
10th Percentile £36,500 £42,000 £43,350
25th Percentile £47,500 £47,250 £55,000
Median annual salary (50th Percentile) £60,000 £63,750 £57,500
Median % change year-on-year -5.88% +10.87% -11.54%
75th Percentile £65,000 £75,000 £73,750
90th Percentile £101,750 £105,000 £75,750
England median annual salary £80,000 £72,500 £70,000
% change year-on-year +10.34% +3.57% -

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 the Midlands with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Midlands
Permanent vacancies with a requirement for database or business intelligence skills 2,588 1,307 2,987
As % of all permanent IT jobs advertised in the Midlands 24.42% 32.72% 26.71%
Number of salaries quoted 1,979 1,084 2,612
10th Percentile £30,950 £31,000 £27,250
25th Percentile £36,250 £35,000 £32,500
Median annual salary (50th Percentile) £47,500 £45,000 £42,500
Median % change year-on-year +5.56% +5.88% -
75th Percentile £60,000 £57,500 £52,500
90th Percentile £70,000 £66,250 £63,750
England median annual salary £59,000 £55,000 £52,500
% change year-on-year +7.27% +4.76% +5.00%

Hadoop
Job Vacancy Trend in the Midlands

Job postings citing Hadoop as a proportion of all IT jobs advertised in the Midlands.

Job vacancy trend for Hadoop in the Midlands

Hadoop
Salary Trend in the Midlands

3-month moving average salary quoted in jobs citing Hadoop in the Midlands.

Salary trend for Hadoop in the Midlands

Hadoop
Salary Histogram in the Midlands

Salary distribution for jobs citing Hadoop in the Midlands over the 6 months to 20 October 2021.

Salary histogram for Hadoop in the Midlands

Hadoop
Job Locations in the Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the Midlands region over the 6 months to 20 October 2021. 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
West Midlands -70 49 £60,000 +4.35% 21
East Midlands -72 37 £60,000 -14.29% 10
Hadoop
England

For the 6 months to 20 October 2021, 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 Midlands region with a requirement for Hadoop.

1 46 (53.49%) Analytics
2 38 (44.19%) AWS
3 37 (43.02%) Agile Software Development
4 35 (40.70%) Python
5 33 (38.37%) ETL
5 33 (38.37%) SQL
6 31 (36.05%) Apache Spark
7 29 (33.72%) Data Analytics
8 27 (31.40%) Apache Hive
8 27 (31.40%) Social Skills
9 26 (30.23%) Data Modelling
10 25 (29.07%) Java
10 25 (29.07%) Visualisation
10 25 (29.07%) Data Visualisation
11 24 (27.91%) NoSQL
12 22 (25.58%) Machine Learning
12 22 (25.58%) Data Acquisition
13 21 (24.42%) Big Data
13 21 (24.42%) Algorithms
13 21 (24.42%) Finance
14 19 (22.09%) Computer Science
15 18 (20.93%) Degree
15 18 (20.93%) Azure
15 18 (20.93%) Oracle
15 18 (20.93%) Business Intelligence
15 18 (20.93%) Tableau
16 17 (19.77%) Pentaho
16 17 (19.77%) Problem-Solving
17 16 (18.60%) SAS
17 16 (18.60%) Informatica

Hadoop
Co-occurring IT Skills in the Midlands 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 31 (36.05%) Apache Spark
2 16 (18.60%) SAS
3 9 (10.47%) Elasticsearch
4 8 (9.30%) Confluence
5 7 (8.14%) Apache
6 3 (3.49%) SharePoint
7 1 (1.16%) Apache Airflow
7 1 (1.16%) Apache Solr
Applications
1 8 (9.30%) MS Visio
Business Applications
1 6 (6.98%) Oracle BPM
Cloud Services
1 38 (44.19%) AWS
2 18 (20.93%) Azure
3 10 (11.63%) AWS CodeCommit
4 6 (6.98%) GCP
5 4 (4.65%) Amazon CloudWatch
5 4 (4.65%) Amazon EC2
5 4 (4.65%) Amazon ECS
5 4 (4.65%) Amazon ELB
5 4 (4.65%) Amazon S3
5 4 (4.65%) AWS CloudFormation
5 4 (4.65%) Power Platform
5 4 (4.65%) Virtual Private Cloud
6 2 (2.33%) Azure Data Factory
6 2 (2.33%) Azure Data Lake Analytics
6 2 (2.33%) Azure Synapse Analytics
7 1 (1.16%) Amazon Kinesis
7 1 (1.16%) Azure Functions
7 1 (1.16%) PaaS
7 1 (1.16%) SaaS
7 1 (1.16%) Serverless
Database & Business Intelligence
1 27 (31.40%) Apache Hive
2 24 (27.91%) NoSQL
3 21 (24.42%) Big Data
4 18 (20.93%) Tableau
5 17 (19.77%) Pentaho
6 16 (18.60%) PostgreSQL
7 13 (15.12%) MySQL
7 13 (15.12%) QlikView
8 11 (12.79%) Data Warehouse
8 11 (12.79%) Impala
8 11 (12.79%) SQL Server Integration Services
9 10 (11.63%) SQL Server
10 8 (9.30%) Data Mining
11 7 (8.14%) MongoDB
12 6 (6.98%) Amazon Redshift
12 6 (6.98%) Apache Cassandra
12 6 (6.98%) Hazelcast
12 6 (6.98%) HBase
13 5 (5.81%) SQL Server Analysis Services
14 4 (4.65%) Data Lake
Development Applications
1 12 (13.95%) Git (software)
2 8 (9.30%) Bitbucket
2 8 (9.30%) ERwin
2 8 (9.30%) Jenkins
2 8 (9.30%) JIRA
3 6 (6.98%) JUnit
4 2 (2.33%) SQL Server Management Studio (SSMS)
General
1 27 (31.40%) Social Skills
2 21 (24.42%) Finance
3 15 (17.44%) Banking
4 13 (15.12%) Analytical Skills
5 6 (6.98%) Inclusion and Diversity
5 6 (6.98%) Retail
6 4 (4.65%) Public Sector
7 3 (3.49%) German Language
8 2 (2.33%) Law
9 1 (1.16%) Financial Institution
9 1 (1.16%) Influencing Skills
Job Titles
1 31 (36.05%) Developer
2 22 (25.58%) Data Engineer
3 14 (16.28%) Java Developer
4 12 (13.95%) SQL Developer
5 11 (12.79%) Data Scientist
6 9 (10.47%) Informatica Developer
6 9 (10.47%) Tableau Developer
7 8 (9.30%) Administrator
7 8 (9.30%) DBA
7 8 (9.30%) Lead Developer
7 8 (9.30%) Lead Java Developer
8 6 (6.98%) Cloud Developer
8 6 (6.98%) ETL Developer
8 6 (6.98%) Informatica ETL Developer
9 4 (4.65%) Architect
9 4 (4.65%) Database Developer
9 4 (4.65%) Informatica Engineer
9 4 (4.65%) SQL Database Developer
10 3 (3.49%) Data Architect
10 3 (3.49%) Informatica Architect
Libraries, Frameworks & Software Standards
1 16 (18.60%) Kafka
2 14 (16.28%) Spring
3 12 (13.95%) Bokeh
3 12 (13.95%) PySpark
4 9 (10.47%) Web Services
5 8 (9.30%) RabbitMQ
5 8 (9.30%) REST
5 8 (9.30%) Spring Boot
6 6 (6.98%) Guava
6 6 (6.98%) Hibernate
6 6 (6.98%) JAX-RS
6 6 (6.98%) LDAP
6 6 (6.98%) OAuth
6 6 (6.98%) RESTful
7 2 (2.33%) Dask
7 2 (2.33%) NLTK
7 2 (2.33%) NumPy
7 2 (2.33%) Pandas
7 2 (2.33%) SciPy
7 2 (2.33%) SpaCy
Miscellaneous
1 21 (24.42%) Algorithms
2 12 (13.95%) Data Structures
3 8 (9.30%) Enterprise Software
4 4 (4.65%) Credit Risk
4 4 (4.65%) Public Cloud
5 3 (3.49%) Management Information System
6 2 (2.33%) Foreign Exchange (FX)
7 1 (1.16%) Virtual Team
Operating Systems
1 16 (18.60%) Unix
2 9 (10.47%) Linux
3 8 (9.30%) Solaris
3 8 (9.30%) Windows
Processes & Methodologies
1 46 (53.49%) Analytics
2 37 (43.02%) Agile Software Development
3 33 (38.37%) ETL
4 29 (33.72%) Data Analytics
5 26 (30.23%) Data Modelling
6 25 (29.07%) Data Visualisation
6 25 (29.07%) Visualisation
7 22 (25.58%) Data Acquisition
7 22 (25.58%) Machine Learning
8 19 (22.09%) Computer Science
9 18 (20.93%) Business Intelligence
10 17 (19.77%) Problem-Solving
11 15 (17.44%) Data Science
11 15 (17.44%) Decision-Making
11 15 (17.44%) Microservices
12 13 (15.12%) DevOps
12 13 (15.12%) Mathematics
12 13 (15.12%) Natural Language Processing
13 12 (13.95%) Logistic Regression
13 12 (13.95%) Statistics
Programming Languages
1 35 (40.70%) Python
2 33 (38.37%) SQL
3 25 (29.07%) Java
4 13 (15.12%) R
5 8 (9.30%) PHP
5 8 (9.30%) PHP 7
6 7 (8.14%) Scala
7 6 (6.98%) Groovy
8 5 (5.81%) PL/SQL
9 4 (4.65%) HiveQL
9 4 (4.65%) U-SQL
10 3 (3.49%) C++
10 3 (3.49%) T-SQL
Qualifications
1 18 (20.93%) Degree
2 12 (13.95%) Master's Degree
3 7 (8.14%) SC Cleared
3 7 (8.14%) Security Cleared
4 3 (3.49%) Computer Science Degree
5 1 (1.16%) BPSS Clearance
5 1 (1.16%) DV Cleared
5 1 (1.16%) SAS Certification
Quality Assurance & Compliance
1 8 (9.30%) Accessibility
2 3 (3.49%) Sarbanes-Oxley
3 1 (1.16%) Data Quality
3 1 (1.16%) IFRS
3 1 (1.16%) IFRS 9
System Software
1 5 (5.81%) HDFS
2 4 (4.65%) Docker
3 1 (1.16%) Apache ZooKeeper
Systems Management
1 16 (18.60%) Terraform
2 9 (10.47%) Ansible
3 6 (6.98%) Single Sign-On
4 4 (4.65%) Kubernetes
4 4 (4.65%) Opscode Chef
5 1 (1.16%) Control-M
5 1 (1.16%) Hadoop YARN
5 1 (1.16%) Puppet
5 1 (1.16%) Salt
Vendors
1 18 (20.93%) Oracle
2 16 (18.60%) Informatica
3 10 (11.63%) Talend
4 8 (9.30%) Atlassian
4 8 (9.30%) Databricks
4 8 (9.30%) Microsoft
5 7 (8.14%) Teradata
6 4 (4.65%) Ab Initio
7 3 (3.49%) Alteryx
7 3 (3.49%) Google
7 3 (3.49%) SAP
8 2 (2.33%) Cloudera
8 2 (2.33%) RapidMiner
9 1 (1.16%) DataFlux