Senior Data Engineer - ML Systems

2 days ago

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Demandbase

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marketing • account-based marketing • B2B marketing • B2B sales • company-targeted advertising

501 - 1000

💰 $65M Series H on 2017-05

Description

• As a Senior Data Engineer on Demandbase's AI team, you will play a critical role in designing, developing, and optimizing data pipelines that drive machine learning systems • Collaborate with cross-functional teams, including data scientists, engineers, and cloud operations • Improve data reliability, and adhere to industry-leading standards in cloud technologies, DevOps practices, and machine learning engineering • Contribute to innovations in ML Ops and prompt engineering • Optimize existing systems and solutions to align with industry best practices

Requirements

• Minimum 5 years of relevant work experience as a Data Engineer or ML Engineer, or 3 years with a Master's degree in Computer Science, Electrical Engineering, or a related field • Strong proficiency in Object-Oriented Programming (OOP) using Scala/Java and Python • Solid understanding of advanced SQL techniques for querying, transformation, and performance optimization • Ability to deploy, monitor, and manage software, particularly ML models • Experience in designing, building, and optimizing ETL/ELT data pipelines for large datasets • Expertise in building, deploying, and optimizing DAGs in Apache Airflow or a similar tool • Proficiency in Gitlab for version control, branching, and collaboration • Understanding of best practices for data modeling • Ability to work effectively with data scientists, analysts, and stakeholders • Solid documentation skills for pipeline design and data flow diagrams • Knowledge of unit testing, CI/CD, and repository management • Experience with Docker, Kubernetes, and cloud platforms such as AWS (preferred) or GCP

Benefits

• Options for up to 100% paid Medical and Vision premiums for employees • Flexible PTO policy • No internal meetings Fridays • Access to Modern Health and other mental wellness resources • Eight paid holidays • Two additional week-long breaks when all Demandbase employees in the US take time off simultaneously • 401(k) • Short-term/long-term disability • Life insurance • Other great benefits