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Full-Time

Data Engineer

Posted on 6/18/2024

Kumo

Kumo

51-200 employees

AI-driven predictive analytics automation platform

AI & Machine Learning
Data & Analytics

Mid, Senior

Mountain View, CA, USA

Category
Data & Analytics
Data Engineering
Required Skills
Python
Airflow
Java
AWS
Data Analysis
Google Cloud Platform
Requirements
  • 4+ years of professional experience in SaaS/Enterprise companies
  • Strong experience with data ingestion and connectors
  • Experience in building end-to-end production-grade data solutions on AWS or GCP
  • Experience in building scalable ETL pipelines
  • Ability to plan effective data storage, security, sharing, and publishing within an organization
  • Experience in developing batch ingestion and data transformation routines using ETL tools
  • Familiarity with AWS services such as S3, Kinesis, EMR, Lambda, Athena, Glue, IAM, RDS
  • Proficiency in several programming languages (Python, Scala, Java)
  • Familiarity with orchestration tools such as Temporal, Airflow, Luigi, etc.
  • Self-starter, motivated, with the ability to structure complex problems and develop solutions
  • Excellent communication skills and ability to explain data and analytics strengths and weaknesses to both technical and senior business stakeholders
Responsibilities
  • Developing batch ingestion and data transformation routines using ETL tools
  • Building end-to-end production-grade data solutions on AWS or GCP
  • Planning effective data storage, security, sharing, and publishing within the organization
  • Explaining data and analytics strengths and weaknesses to technical and senior business stakeholders

Kumo provides an end-to-end predictive analytics automation platform powered by cutting-edge AI, including Graph Neural Network technology, enabling users to make predictions in days with no ML experience required. The platform's 'Predictive Querying' language simplifies decision-making and delivers more accurate predictions across various use cases, such as customer acquisition, retention, personalization, forecasting, and fraud detection.

Company Stage

Series B

Total Funding

$54.5M

Headquarters

Mountain View, California

Founded

2021

Growth & Insights
Headcount

6 month growth

3%

1 year growth

25%

2 year growth

150%