200+ applicants

Company

Serve Robotics · 1 day ago

Senior ML Engineer, Embodied AI

United States

Full-time

Remote

Mid, Senior Level

3+ years exp

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Food DeliveryLogistics

H1B Sponsor Likely

Hiring Manager

Rashida Jamil

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Responsibilities

Pioneer the development of embodied intelligence for robotics, enabling unprecedented generalization across diverse environments and embodiments.

Invent/improve novel data-driven paradigms for embodied intelligence, leveraging a variety of modalities (images, video, point clouds (Lidar), text, audio etc).

Create business impactful solutions to improve human robot interaction through embodied intelligence.

Work with ML infrastructure engineers to assess and monitor model performance, ideate on active learning framework from long tail problems and pave innovative solutions to handle generalization capabilities from being data aware.

Collaborate with various teams to understand real-world problems and define tasks, incorporating insights into ML products.

Qualification

Find out how your skills align with this job's requirements. If anything seems off, you can easily click on the tags to select or unselect skills to reflect your actual expertise.

Embodied IntelligenceDeep LearningComputer VisionRoboticsEnd-to-End LearningPytorchTensorflowLarge-scale DatasetsTransformer ArchitecturesDiffusion ModelsSQL QueriesETL LogicProgramming SkillsLidarMono/Stereo CamerasIMULLMs Fine-tuningMLOpsML InfrastructureEdge-device PerceptionNVIDIA Software LibrariesGCPAWSKubernetesDockerOpen Source Contributor

Required

MS with 5 years of industry experience or PhD with minimum 3 years of industry experience with focus in embodied intelligence, AR/VR, Robotics use-cases in a end-to-end learning framework.

Demonstrated leadership in scientific efforts, with contributions to top rated conferences and journals.

Experience with deep learning frameworks (such as pytorch, tensorflow) and computational data science libraries.

Experience with using large-scale datasets and sensor data, with use of various transformer architectures and diffusion models.

Adept with latest technology trends in AI / Robotics and Foundational models. Deep understanding of computer vision, machine learning and deep learning basic concepts.

Comfortable working with SQL queries and ETL logic for data ingress.

Strong programming skills for efficient and robust code.

Experience with multiple sensors such as Lidar, Mono/Stereo cameras, IMU, etc.

Strong communication skills.

Preferred

Hands-on experience with fine-tuning LLMs or vision-language models and their performance challenges and opportunities.

Experience with MLOps or ML Infrastructure, ability to streamline machine learning workflows.

Familiarity with edge-device perception stack deployment, experience with NVIDIA software libraries such as CUDA or TensorRT.

Open source project contributor.

Experience with GCP or AWS, Kubernetes and Docker.

Company

Serve Robotics

Serve Robotics is an autonomous robotic delivery company that develops AI-powered sidewalk delivery robots.

Founded in 2021

Los Angeles, California, USA

51-200 employees

http://www.serverobotics.com

H1B Sponsorship

Serve Robotics has a track record of offering H1B sponsorships. Please note that this does not guarantee sponsorship for this specific role. Below presents additional info for your reference. (Data Powered by US Department of Labor)

Distribution of Different Job Fields Receiving Sponsorship

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Trends of Total Sponsorships

2023 (2)

2022 (2)

2021 (5)