Senior Research Scientist, Machine Learning, Sequence/Generative Modeling
Nuro HQ - Mountain View, CA
Nuro, Inc.
Less driving. More thriving. Nuro autonomous, zero-occupant vehicles are making more possible—today.Who We Are
Nuro exists to better everyday life through robotics. We have an elite team of entrepreneurs and engineers, designers, and scientists. We believe AI and robotics are at the cusp of transforming daily life and we are dedicated to building meaningful products with this technology. Join us and play a critical role in our mission.
About the Role
Our team is growing and we are looking for machine learning R&D experts to join us. We apply machine learning to solve the challenging behavior(prediction and planning) problems, e.g. predicting other road agents’ behaviors, understanding their intents, and plan our own self-driving vehicle in a safe and acceptable manner. In this role, you will work on developing novel machine learning models, robust and scalable data pipelines, and deploy the models on our self-driving vehicles.
About the Work
- Develop machine learning models to predict agents’ future trajectories, and classify agents’ intents
- Develop sequential decision-making models for safe and acceptable planning for self-driving vehicles
- Collaborate closely with engineers across behavior, perception, research, mapping and localization, infrastructure, etc.
About You
You have deep expertise and prior experience in some or many of the following Machine Learning areas:
- Experience designing advanced sequence, generative machine learning models
- Experience with transformer, graph neural network machine learning models.
- Experience with multi-task, zero/one/few shots learning.
- Experience with video/action classification models.
- You have critical thinking to tackle challenging research problems, are resilient to failure, and have a passion to deploy the solutions into the product.
- You are a quick learner, a hard worker, and a good team player.
- You are an adept programmer and can write high-quality code.
- Have a passion for researching and solving near-impossible research problems.
- You are passionate about self driving technology and its potential impact to society.
- Have an advanced degree (Ph.D. preferred) in Machine Learning, robotics, CS (or other related fields).
At Nuro, we celebrate differences and are committed to a diverse workplace that fosters inclusion and psychological safety for all employees. Nuro is proud to be an equal opportunity employer and expressly prohibits any form of workplace discrimination based on race, color, religion, gender, sexual orientation, gender identity or expression, national origin, age, genetic information, disability, veteran status, or any other legally protected characteristics.
You must be fully vaccinated against COVID-19 by your hire date to be eligible to start the role. Proof of vaccination will be required by your start date. Nuro will consider and review accommodation requests based on medical, religious, or other grounds as required by applicable law for qualified candidates.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Classification Data pipelines Generative modeling Machine Learning ML models Pipelines R R&D Research Robotics
More jobs like this
Explore more AI, ML, Data Science career opportunities
Find even more open roles in Artificial Intelligence (AI), Machine Learning (ML), Natural Language Processing (NLP), Computer Vision (CV), Data Engineering, Data Analytics, Big Data, and Data Science in general - ordered by popularity of job title or skills, toolset and products used - below.
- Open Lead Data Analyst jobs
- Open MLOps Engineer jobs
- Open Data Science Manager jobs
- Open Data Engineer II jobs
- Open Senior Business Intelligence Analyst jobs
- Open Data Manager jobs
- Open Sr Data Engineer jobs
- Open Power BI Developer jobs
- Open Principal Data Engineer jobs
- Open Junior Data Scientist jobs
- Open Data Analytics Engineer jobs
- Open Business Intelligence Developer jobs
- Open Data Scientist II jobs
- Open Senior Data Architect jobs
- Open Product Data Analyst jobs
- Open Business Data Analyst jobs
- Open Sr. Data Scientist jobs
- Open Big Data Engineer jobs
- Open Manager, Data Engineering jobs
- Open Data Analyst Intern jobs
- Open Data Quality Analyst jobs
- Open Junior Data Engineer jobs
- Open Principal Data Scientist jobs
- Open Data Product Manager jobs
- Open Azure Data Engineer jobs
- Open Data quality-related jobs
- Open Business Intelligence-related jobs
- Open ML models-related jobs
- Open Data management-related jobs
- Open GCP-related jobs
- Open Java-related jobs
- Open Privacy-related jobs
- Open Finance-related jobs
- Open Data visualization-related jobs
- Open APIs-related jobs
- Open Deep Learning-related jobs
- Open PyTorch-related jobs
- Open Snowflake-related jobs
- Open Consulting-related jobs
- Open TensorFlow-related jobs
- Open PhD-related jobs
- Open CI/CD-related jobs
- Open NLP-related jobs
- Open Data governance-related jobs
- Open Kubernetes-related jobs
- Open Airflow-related jobs
- Open LLMs-related jobs
- Open Databricks-related jobs
- Open Data warehouse-related jobs
- Open Hadoop-related jobs