Senior Software Engineer, Data & Machine Learning Infrastructure

August 3

🎰 Nevada – Remote

Although this job is listed in Nevada, this company may be open to hiring remote in other states.

🍂 Massachusetts – Remote

Although this job is listed in Massachusetts, this company may be open to hiring remote in other states.

+1 more states

🎰 Nevada – Remote 🍂 Massachusetts – Remote 🔔 Pennsylvania – Remote

💵 $155.3k - $207k / year

⏰ Full Time

🟠 Senior

🤖 Machine Learning Engineer

🦅 H1B Visa Sponsor

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Motional

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Transport • Artificial Intelligence • Automotive

Motional is a leading company in the development of autonomous vehicles, focusing on making driverless transportation a safe, reliable, and accessible reality. A joint venture between Hyundai Motor Group and Aptiv, Motional has been at the forefront of driverless technology for decades, creating SAE Level 4 autonomous vehicles for ride-hail and delivery services. The company emphasizes safety and innovation, leveraging advanced machine learning and automotive technology to build fully driverless vehicles that integrate smoothly into mobility networks, providing an enjoyable experience for daily transportation and deliveries.

1001 - 5000 employees

Founded 2020

🚗 Transport

🤖 Artificial Intelligence

📋 Description

• Own large-scale mining workflows that surface rare objects, model errors & long-tail events. • Build high-quality datasets to improve ML products through training & edge case validation. • Contribute to data processing pipelines that fuel our in-house billion-scale image search engine. • Provide statistical depth on model performance & generalization through rigorous error analysis across complex driving scenarios. • This position can support remote work within the United States.

🎯 Requirements

• BS in computer science or similar discipline. • 5+ years of experience architecting and shipping high-performance & large-scale distributed systems. • Experience with core AWS services (S3, RDS, EMR, EKS, OpenSearch etc.). • Experience with writing complex yet efficient SQL queries for data analysis purposes. • Experience with common DBMS (PostgreSQL, MySQL, MongoDB etc.). • Experience with data warehousing and parquet data manipulation (e.g. Athena, Redshift, BigQuery). • Experience with Spark, Beam, Kafka, Hadoop or other data processing tools. • Fluency in Python and experience on production-quality software development. • Solid software engineering principles (software design patterns, configuration management, source control, build processes, code reviews, testing methodologies, app containerization, continuous integration etc.). • Preferred, but not required: • MS/PhD in computer science, machine learning, statistics or computer vision. • Experience with at least one of the following ML techniques/models: Few-shot Learning, Metric Learning, Information Retrieval, Recommender Systems, Contrastive Learning, Semi-supervised Learning, Object Detection / Segmentation / Prediction. • Experience with data visualization tools (Redash, Looker, PowerBI, Tableau etc.). • Experience with PyTorch or other deep learning frameworks. • Experience with A/B testing methodologies and metrics tracking systems. • Experience with machine learning in the autonomous driving domain. • Familiarity with autonomous driving sensors (cameras, lidar, radar, localization sensors etc.).

🏖️ Benefits

• Motional’s benefits include but are not limited to: • medical, • dental, • vision, • 401k with a company match, • health saving accounts, • life insurance, • pet insurance, • and more.