Machine Learning Engineer

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September 12

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Helm.ai

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Artificial Intelligence • Transport • Automotive

Helm. ai is an innovative technology company providing full-stack artificial intelligence solutions for autonomous driving systems, ranging from Advanced Driver Assistance Systems (ADAS) to Level 4 autonomous driving. The company develops AI-based simulation and validation tools, such as Gensim-1 and Vidgen-2, to aid in the creation and testing of autonomous vehicles. Helm. ai offers production-grade perception software utilizing deep neural networks for path prediction and human-like driving maneuvers. Their technology aims to reduce development costs and accelerate market readiness for automakers, with solutions adaptable to various geographies and driving conditions.

11 - 50 employees

🤖 Artificial Intelligence

🚗 Transport

📋 Description

• Collaborate with researchers to perform research operations using existing infrastructure • Characterize neural network quality, failure modes, and edge cases based on research data • Maintain awareness of current trends in relevant areas of research and technology • Coordinate with researchers and accurately convey status of experiments • Manage a large number of concurrent experiments and make accurate time estimates with respect to deadlines • Review experimental results and suggest theoretical or process improvements for future iterations • Write technical reports indicating qualitative and quantitative results to external parties • Use judgment in complex scenarios and apply standard techniques to a wide variety of technical problems

🎯 Requirements

• A sense of practical optimism: not all experiments are successful, but the ones that are more than make up for it! • Proficiency in Python • Proven ability to thrive in fast-paced environment • Ability to communicate complex technical concepts to colleagues and a variety of audience • Introspection, thoughtfulness, and detail-orientation • Master’s or Ph.D. in a related field and/or 5+ years of experience in a directly related field (a plus, not required) • Experience reading research papers and implementing the techniques therein (a plus, not required) • Computer vision and deep learning experience (a plus, not required)

🏖️ Benefits

• Competitive health insurance options • 401K plan management • Free lunch and fully-stocked kitchen in our South Bay office • Additional perks: monthly wellness stipend, office set up allowance, company retreats, and more to come as we scale • The opportunity to work on one of the most interesting, impactful problems of the decade • Compensation may include additional compensation in the form of equity or a bonus/commission