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AI Research Engineer at Standard Bots | New York City

Standard BotsNew York City, NY
On-site Full-time $225K/yr - $300K/yr

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Experience Level

Experience

Qualifications

Proven experience with machine learning techniques, particularly in autonomous vehicles; strong proficiency in diffusion and autoregressive models; ability to work collaboratively in a startup environment; excellent problem-solving skills; and a passion for advancing AI in robotics.

About the job

About Standard Bots

At Standard Bots, we are pioneering the future of automation by making robotic systems accessible to all. Our innovative AI-driven platform empowers robots to address unprecedented challenges through an easy-to-use instruction interface, effectively integrating software automation into physical environments.

About the Role

We are on the lookout for a skilled AI Research Engineer to enhance and refine our AI models and training frameworks. This is a unique chance to leverage your extensive machine learning expertise in cutting-edge AI and robotics applications. You will collaborate closely with our engineering team to design, implement, and iterate on large-scale AI models, while also establishing efficient systems for swift experimentation and deployment. As part of a small team of AI engineers, we seek a candidate who is passionate about the startup environment and willing to work across the stack to develop solutions that address customer challenges.

If you have a solid background in machine learning planning within the autonomous vehicle domain and practical experience with the latest diffusion and autoregressive model techniques, we invite you to join us in making a significant impact in the AI robotics revolution. Your excitement for building advancements in AI and robotics is exactly what we are looking for.

Responsibilities:

  • Design and implement cutting-edge machine learning models and training pipelines:

    • Utilize innovative machine learning methodologies across a variety of robotics applications

    • Create efficient data and training strategies

    • Establish model evaluation frameworks and metrics tracking

  • Spearhead model development and iteration focused on:

    • Rapid experimentation and prototyping of new model architectures

    • Performance optimization and debugging of models

    • Transfer learning and fine-tuning strategies

  • Develop robust evaluation and debugging systems to:

    • Analyze model behaviors and identify failure modes

    • Implement interpretability tools and visualization frameworks

    • Monitor and enhance model metrics

  • Work in close collaboration with the engineering team to optimize training infrastructure.

About Standard Bots

Standard Bots is at the forefront of transforming automation, making advanced robotic solutions accessible to everyone. We harness the power of AI to solve complex real-world challenges, setting a new standard in the field of robotics.

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