Period
to 25 February 2020

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Apache Beam skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Apache Beam over the 6 months to 25 February 2020 with a comparison to the same period in the previous 2 years.

Apache Beam
UK > England
6 months to
25 Feb 2020
Same period 2019 Same period 2018
Rank 944 1044 1143
Rank change year-on-year +100 +99 +22
Permanent jobs citing Apache Beam 32 43 21
As % of all permanent IT jobs advertised in England 0.028% 0.031% 0.013%
As % of the Libraries, Frameworks & Software Standards category 0.073% 0.078% 0.032%
Number of salaries quoted 20 39 12
England median annual salary £75,000 £75,000 £75,000
10th Percentile £58,625 £49,750 £56,375
90th Percentile £93,875 £102,500 £98,625
UK median annual salary £75,000 £75,000 £75,000

Apache Beam is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
England
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 44,107 55,436 66,369
As % of all permanent IT jobs advertised in England 38.67% 39.69% 40.72%
Number of salaries quoted 36,588 45,873 56,543
England median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% +5.26%
10th Percentile £32,500 £31,300 £30,000
90th Percentile £90,000 £85,000 £80,000
UK median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +5.26%

Apache Beam
Job Vacancy Trend in England

Job postings citing Apache Beam as a percentage of all IT jobs advertised in England.

Job vacancy trend for Apache Beam in England

Apache Beam
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Apache Beam in England.

Salary trend for Apache Beam in England

Apache Beam
Salary Histogram in England

The salary distribution of IT jobs citing Apache Beam in England over the 6 months to 25 February 2020.

Salary histogram for Apache Beam in England

Apache Beam
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Beam within the England region over the 6 months to 25 February 2020. 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
London +63 29 £77,500 -3.13% 12
North West - 3 £60,000 -
North of England - 3 £60,000 -
Apache Beam
UK

For the 6 months to 25 February 2020, IT jobs citing Apache Beam 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 England region with a requirement for Apache Beam.

1 30 (93.75%) Python
2 27 (84.38%) Google
2 27 (84.38%) GCP
3 22 (68.75%) AWS
4 20 (62.50%) Hadoop
4 20 (62.50%) Apache Spark
4 20 (62.50%) Big Data
5 18 (56.25%) ETL
6 17 (53.13%) SQL
6 17 (53.13%) BigQuery
7 16 (50.00%) Data Science
8 15 (46.88%) Analytics
8 15 (46.88%) Machine Learning
9 14 (43.75%) Docker
9 14 (43.75%) Java
10 13 (40.63%) Apache
11 12 (37.50%) Kubernetes
11 12 (37.50%) Flink
11 12 (37.50%) Fintech
12 11 (34.38%) Data Engineering
12 11 (34.38%) Scala
13 10 (31.25%) JavaScript
14 9 (28.13%) Web Services
14 9 (28.13%) Go
15 8 (25.00%) Kafka
15 8 (25.00%) NoSQL
15 8 (25.00%) REST
15 8 (25.00%) DevOps
15 8 (25.00%) Agile Software Development
16 7 (21.88%) PostgreSQL

Apache Beam
Co-occurring IT Skills in England 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 20 (62.50%) Apache Spark
2 13 (40.63%) Apache
3 4 (12.50%) Elasticsearch
4 1 (3.13%) Apache Airflow
4 1 (3.13%) Apache Solr
Cloud Services
1 27 (84.38%) GCP
2 22 (68.75%) AWS
3 5 (15.63%) Azure
4 3 (9.38%) SaaS
5 2 (6.25%) Amazon ECS
5 2 (6.25%) Amazon Kinesis
5 2 (6.25%) Firebase
6 1 (3.13%) Amazon S3
6 1 (3.13%) Google Compute Engine
6 1 (3.13%) IaaS
6 1 (3.13%) PaaS
6 1 (3.13%) Power Platform
6 1 (3.13%) Serverless
Communications & Networking
1 1 (3.13%) Internet
Database & Business Intelligence
1 20 (62.50%) Big Data
1 20 (62.50%) Hadoop
2 17 (53.13%) BigQuery
3 12 (37.50%) Flink
4 8 (25.00%) NoSQL
5 7 (21.88%) PostgreSQL
6 6 (18.75%) Amazon Redshift
6 6 (18.75%) Looker
7 4 (12.50%) MySQL
7 4 (12.50%) Redis
7 4 (12.50%) SQL Server
8 3 (9.38%) Apache Cassandra
8 3 (9.38%) Apache Hive
8 3 (9.38%) Data Mining
8 3 (9.38%) Data Warehouse
8 3 (9.38%) HBase
8 3 (9.38%) MongoDB
9 2 (6.25%) Data Lake
10 1 (3.13%) Amazon Athena
10 1 (3.13%) Impala
Development Applications
1 7 (21.88%) Git (software)
2 3 (9.38%) Jenkins
3 2 (6.25%) GitLab
4 1 (3.13%) TeamCity
General
1 6 (18.75%) Finance
2 2 (6.25%) Banking
2 2 (6.25%) Financial Institution
2 2 (6.25%) Law
3 1 (3.13%) Marketing
3 1 (3.13%) Multimedia
3 1 (3.13%) Public Sector
Job Titles
1 19 (59.38%) Data Engineer
2 8 (25.00%) Senior Data Engineer
3 7 (21.88%) Developer
4 6 (18.75%) Full Stack Developer
4 6 (18.75%) Python Engineer
5 4 (12.50%) JavaScript Developer
6 3 (9.38%) Hadoop Engineer
6 3 (9.38%) Java Engineer
7 2 (6.25%) Consultant
7 2 (6.25%) Data Analytics Engineer
7 2 (6.25%) Data Consultant
7 2 (6.25%) Principal Consultant
8 1 (3.13%) Cloud Engineer
8 1 (3.13%) Data Scientist
8 1 (3.13%) Front End Developer (Client-Side Developer)
8 1 (3.13%) Python Software Engineer
8 1 (3.13%) Senior Data Scientist
8 1 (3.13%) Senior Software Engineer
8 1 (3.13%) Software Engineer
Libraries, Frameworks & Software Standards
1 9 (28.13%) Web Services
2 8 (25.00%) Kafka
2 8 (25.00%) REST
3 3 (9.38%) HTML
3 3 (9.38%) JSON
4 2 (6.25%) .NET
4 2 (6.25%) .NET Core
4 2 (6.25%) CSS
4 2 (6.25%) jQuery
4 2 (6.25%) RabbitMQ
4 2 (6.25%) React
4 2 (6.25%) SOAP
5 1 (3.13%) Apache NiFi
5 1 (3.13%) Natural Language Processing
5 1 (3.13%) Node.js
5 1 (3.13%) OAuth
5 1 (3.13%) OAuth2
5 1 (3.13%) Pandas
5 1 (3.13%) Redux
5 1 (3.13%) XML
Miscellaneous
1 4 (12.50%) Algorithms
1 4 (12.50%) Cloud Native
2 3 (9.38%) Linux Command Line
2 3 (9.38%) User Experience
3 2 (6.25%) Greenfield Project
3 2 (6.25%) Virtual Team
4 1 (3.13%) Hybrid Cloud
4 1 (3.13%) Public Cloud
Operating Systems
1 3 (9.38%) Linux
2 1 (3.13%) Unix
Processes & Methodologies
1 18 (56.25%) ETL
2 16 (50.00%) Data Science
3 15 (46.88%) Analytics
3 15 (46.88%) Machine Learning
4 12 (37.50%) Fintech
5 11 (34.38%) Data Engineering
6 8 (25.00%) Agile Software Development
6 8 (25.00%) DevOps
7 7 (21.88%) Data Modelling
8 6 (18.75%) Artificial Intelligence
8 6 (18.75%) Microservices
9 5 (15.63%) Business Intelligence
9 5 (15.63%) Continuous Delivery
9 5 (15.63%) Mentoring
9 5 (15.63%) Open Source
9 5 (15.63%) Problem-Solving
9 5 (15.63%) Scrum
9 5 (15.63%) Test Automation
9 5 (15.63%) Visualisation
10 4 (12.50%) Predictive Modelling
Programming Languages
1 30 (93.75%) Python
2 17 (53.13%) SQL
3 14 (43.75%) Java
4 11 (34.38%) Scala
5 10 (31.25%) JavaScript
6 9 (28.13%) Go
7 2 (6.25%) Bash Shell
7 2 (6.25%) R
7 2 (6.25%) Ruby
7 2 (6.25%) TypeScript
8 1 (3.13%) T-SQL
Qualifications
1 4 (12.50%) Degree
2 3 (9.38%) Computer Science Degree
2 3 (9.38%) Master's Degree
Quality Assurance & Compliance
1 2 (6.25%) Data Quality
System Software
1 14 (43.75%) Docker
Systems Management
1 12 (37.50%) Kubernetes
2 2 (6.25%) Hadoop YARN
3 1 (3.13%) Ansible
3 1 (3.13%) Kibana
3 1 (3.13%) Terraform
Vendors
1 27 (84.38%) Google
2 7 (21.88%) Tableau
3 3 (9.38%) Splunk
4 2 (6.25%) Microsoft