... gradient sharding and optimization strategies for scaling large models across ML accelerator ... Preferred : • 5+ years in machine learning infrastructure such as developing, designing, scaling ...
... gradient sharding and optimization strategies for scaling large models across ML accelerator ... Preferred : • 5+ years in machine learning infrastructure such as developing, designing, scaling ...
Solid grasp of core RL training objectives and loss functions, including temporal-difference and Bellman error losses (Q-learning, DQN), policy gradient objectives (REINFORCE, actor-critic advantage ...
Solid grasp of core RL training objectives and loss functions, including temporal-difference and Bellman error losses (Q-learning, DQN), policy gradient objectives (REINFORCE, actor-critic advantage ...
The DUE Machine Learning team will build and operate scalable machine learning and data systems ... Strong expertise in distributed training techniques, including gradient sharding and optimization ...
The DUE Machine Learning team will build and operate scalable machine learning and data systems ... Strong expertise in distributed training techniques, including gradient sharding and optimization ...
Senior Machine Learning Engineer (Infra), Driver Understanding and Evaluation
Mountain View, CA · On-site
$123K - $169K/yr
The DUE Machine Learning team will build and operate scalable machine learning and data systems ... Strong expertise in distributed training techniques, including gradient sharding and optimization ...
Senior Machine Learning Engineer (Infra), Driver Understanding and Evaluation
Mountain View, CA · On-site
$123K - $169K/yr
The DUE Machine Learning team will build and operate scalable machine learning and data systems ... Strong expertise in distributed training techniques, including gradient sharding and optimization ...
Senior Staff Machine Learning Engineer - Autonomous Driving Foundation Models
Santa Clara, CA · On-site
$122K - $168K/yr
... Gradient methods. • Mastery of PyTorch and expertise in distributed training (DeepSpeed, Megatron, etc.). • A 'Product-First' mindset: The ability to balance cutting-edge research with the ...
Senior Staff Machine Learning Engineer - Autonomous Driving Foundation Models
Santa Clara, CA · On-site
$122K - $168K/yr
... Gradient methods. • Mastery of PyTorch and expertise in distributed training (DeepSpeed, Megatron, etc.). • A 'Product-First' mindset: The ability to balance cutting-edge research with the ...
Senior Staff Machine Learning Engineer - Autonomous Driving Foundation Models
Santa Clara, CA · On-site
$122K - $168K/yr
... Gradient methods. • Mastery of PyTorch and expertise in distributed training (DeepSpeed, Megatron, etc.). • A 'Product-First' mindset: The ability to balance cutting-edge research with the ...
Senior Staff Machine Learning Engineer - Autonomous Driving Foundation Models
Santa Clara, CA · On-site
$122K - $168K/yr
... Gradient methods. • Mastery of PyTorch and expertise in distributed training (DeepSpeed, Megatron, etc.). • A 'Product-First' mindset: The ability to balance cutting-edge research with the ...
Solid grasp of core RL training objectives and loss functions, including temporal-difference and Bellman error losses (Q-learning, DQN), policy gradient objectives (REINFORCE, actor-critic advantage ...
Solid grasp of core RL training objectives and loss functions, including temporal-difference and Bellman error losses (Q-learning, DQN), policy gradient objectives (REINFORCE, actor-critic advantage ...
Senior Machine Learning Infrastructure Engineer, Simulation
San Diego, CA · On-site
$115K - $156K/yr
We seek an experienced Senior Machine Learning Infrastructure Engineer to lead the development of ... Strong expertise in distributed training techniques, including gradient sharding and optimization ...
Senior Machine Learning Infrastructure Engineer, Simulation
San Diego, CA · On-site
$115K - $156K/yr
We seek an experienced Senior Machine Learning Infrastructure Engineer to lead the development of ... Strong expertise in distributed training techniques, including gradient sharding and optimization ...
Experience with tree-based learning methods including Random Forests, Gradient Boosting, or similar approaches * Strong understanding of data preprocessing techniques including normalization ...
Quick apply
Experience with tree-based learning methods including Random Forests, Gradient Boosting, or similar approaches * Strong understanding of data preprocessing techniques including normalization ...
Senior AI Research Quantization Engineer
San Diego, CA · On-site
$110K - $152K/yr
... learning technology deployed in industry-leading devices. Responsibilities : • Algorithms ... non-gradient based optimization, equivalent/non-equivalent transformation, automatic mixed ...
Senior AI Research Quantization Engineer
San Diego, CA · On-site
$110K - $152K/yr
... learning technology deployed in industry-leading devices. Responsibilities : • Algorithms ... non-gradient based optimization, equivalent/non-equivalent transformation, automatic mixed ...
Senior Staff Research Engineer - Reinforcement Learning for AI Agents
Santa Clara, CA · On-site
$122K - $168K/yr
You will help build the learning systems that power these agents . Key Responsibilities ... Experience implementing RL algorithms such as PPO, Actor-Critic, or policy gradient methods.
Senior Staff Research Engineer - Reinforcement Learning for AI Agents
Santa Clara, CA · On-site
$122K - $168K/yr
You will help build the learning systems that power these agents . Key Responsibilities ... Experience implementing RL algorithms such as PPO, Actor-Critic, or policy gradient methods.
Senior Staff Research Engineer - Reinforcement Learning for AI Agents
Santa Clara, CA · On-site
$122K - $168K/yr
You will help build the learning systems that power these agents . Key Responsibilities ... Experience implementing RL algorithms such as PPO, Actor-Critic, or policy gradient methods.
Senior Staff Research Engineer - Reinforcement Learning for AI Agents
Santa Clara, CA · On-site
$122K - $168K/yr
You will help build the learning systems that power these agents . Key Responsibilities ... Experience implementing RL algorithms such as PPO, Actor-Critic, or policy gradient methods.
Staff Machine Learning Engineer (Infra), Driver Understanding and Evaluation
Mountain View, CA · On-site
The DUE Machine Learning team will build and operate scalable machine learning and data systems ... Strong expertise in distributed training techniques, including gradient sharding and optimization ...
Staff Machine Learning Engineer (Infra), Driver Understanding and Evaluation
Mountain View, CA · On-site
The DUE Machine Learning team will build and operate scalable machine learning and data systems ... Strong expertise in distributed training techniques, including gradient sharding and optimization ...
Senior Machine Learning Engineer
Mountain View, CA · On-site
$175K - $230K/yr
LLMs, GNN, Deep Learning, Logistic Regression, Gradient Boosting trees, etc. * Working knowledge in one or more of the following: generative AI, data mining, information retrieval, advanced ...
Senior Machine Learning Engineer
Mountain View, CA · On-site
$175K - $230K/yr
LLMs, GNN, Deep Learning, Logistic Regression, Gradient Boosting trees, etc. * Working knowledge in one or more of the following: generative AI, data mining, information retrieval, advanced ...
Machine Learning Research Manager
San Francisco, CA · On-site
$180 - $240/hr
Our investors include Khosla Ventures, World Innovation Lab, Gradient Ventures, Cone Health ... Why Join Us? We're looking for a Machine Learning Research Manager to lead a dedicated ...
New
Machine Learning Research Manager
San Francisco, CA · On-site
$180 - $240/hr
Our investors include Khosla Ventures, World Innovation Lab, Gradient Ventures, Cone Health ... Why Join Us? We're looking for a Machine Learning Research Manager to lead a dedicated ...
New
Senior Machine Learning Engineer
$175K - $230K/yr
LLMs, GNN, Deep Learning, Logistic Regression, Gradient Boosting trees, etc. * Working knowledge in one or more of the following: generative AI, data mining, information retrieval, advanced ...
Senior Machine Learning Engineer
$175K - $230K/yr
LLMs, GNN, Deep Learning, Logistic Regression, Gradient Boosting trees, etc. * Working knowledge in one or more of the following: generative AI, data mining, information retrieval, advanced ...
Senior Machine Learning Engineer
$175K - $230K/yr
LLMs, GNN, Deep Learning, Logistic Regression, Gradient Boosting trees, etc. * Working knowledge in one or more of the following: generative AI, data mining, information retrieval, advanced ...
Senior Machine Learning Engineer
$175K - $230K/yr
LLMs, GNN, Deep Learning, Logistic Regression, Gradient Boosting trees, etc. * Working knowledge in one or more of the following: generative AI, data mining, information retrieval, advanced ...
Staff Machine Learning Engineer (Infra), Driver Understanding and Evaluation
Mountain View, CA · On-site
... gradient sharding and optimization strategies for scaling large models across ML accelerator ... machine learning models such as autoregressive transformers. • Strong leadership skills with ...
Staff Machine Learning Engineer (Infra), Driver Understanding and Evaluation
Mountain View, CA · On-site
... gradient sharding and optimization strategies for scaling large models across ML accelerator ... machine learning models such as autoregressive transformers. • Strong leadership skills with ...
Machine Learning Engineer (Infra), Driver Understanding and Evaluation
Mountain View, CA · On-site
$170K - $216K/yr
The DUE Machine Learning team will build and operate scalable machine learning and data systems ... Strong expertise in distributed training techniques, including gradient sharding and optimization ...
Machine Learning Engineer (Infra), Driver Understanding and Evaluation
Mountain View, CA · On-site
$170K - $216K/yr
The DUE Machine Learning team will build and operate scalable machine learning and data systems ... Strong expertise in distributed training techniques, including gradient sharding and optimization ...
Senior Machine Learning Engineer (Infra), Driver Understanding and Evaluation
Mountain View, CA · On-site
$213K - $263K/yr
The DUE Machine Learning team will build and operate scalable machine learning and data systems ... Strong expertise in distributed training techniques, including gradient sharding and optimization ...
Senior Machine Learning Engineer (Infra), Driver Understanding and Evaluation
Mountain View, CA · On-site
$213K - $263K/yr
The DUE Machine Learning team will build and operate scalable machine learning and data systems ... Strong expertise in distributed training techniques, including gradient sharding and optimization ...
Gradient Learning information
See California salary details
$9.18 - $16.48
13% of jobs
$21.14 is the 25th percentile. Wages below this are outliers.
$16.48 - $23.77
19% of jobs
$23.77 - $31.07
16% of jobs
The median wage is $32.40 / hr.
$31.07 - $38.37
12% of jobs
$38.37 - $45.67
9% of jobs
$52.44 is the 75th percentile. Wages above this are outliers.
$45.67 - $52.96
7% of jobs
$52.96 - $60.26
6% of jobs
$60.26 - $67.56
5% of jobs
$67.56 - $74.86
5% of jobs
$74.86 - $82.15
4% of jobs
$82.15 - $89.45
3% of jobs
$9
$41
$89
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Machine Learning Engineer (Infra), Driver Understanding and Evaluation
Mountain View, CA • On-site
Full-time
Re-posted 4 days ago
Job description
Waymo is an autonomous driving technology company with the mission to be the world's most trusted driver. The role involves building scalable machine learning systems for evaluating driving behaviors and optimizing machine learning models for autonomous vehicles.
Responsibilities:
• Build scalable systems for training and fine-tuning large-scale models to evaluate interesting driving behaviors.
• Work at the intersection of data engineering, model development, and simulation Provide guidance on architectural decisions and technical directions.
• Own large, complex systems, driving architectures that meet technical and business objectives.
• Contribute to the production and optimization of machine learning models aiming to assess Waymo’s expansive fleet of vehicles that cumulatively travel millions of miles.
• Design and scale large distributed systems covering the ML lifecycle, supporting planet-scale dataset generation, model training, and evaluation.
• Collaborate cross-functionally to derive performance and system-level requirements for large ML systems.
• Translate product/business goals into measurable technical deliverables, ensuring system component alignment.
Qualifications:
Required:
• M.S. or Ph.D. degree Computer Science, Machine Learning, Artificial Intelligence, or a related technical field, or equivalent practical experience.
• 3+ years in machine learning infrastructure such as developing, designing, scaling, training, deploying, and optimizing large-scale machine learning systems from data to model.
• A history of contributions to machine learning tooling and frameworks e.g. PyTorch, Jax, Tensorflow, Ray, or similar. The candidate should understand both the user facing API and the internal workings.
• Strong expertise in distributed training techniques, including gradient sharding and optimization strategies for scaling large models across ML accelerator profiling tools to uncover performance bottlenecks.
Preferred:
• 5+ years in machine learning infrastructure such as developing, designing, scaling, training, deploying, and optimizing large-scale machine learning systems from data to model.
• Experience in the autonomous vehicles domain, robotics, or complex simulation environments.
• Familiarity with large-scale simulation platforms and their integration with ML training workflows.
Company:
Waymo is a mobility technology company that improves transportation by developing self-driving solutions for travelers and daily commuters. It is a sub-organization of Alphabet. Founded in 2009, the company is headquartered in Mountain View, USA, with a team of 1001-5000 employees. The company is currently Late Stage.
About Waymo
Sourced by ZipRecruiter
Industry
Internet and it
Company size
1,001 - 5,000 Employees
Headquarters location
Mountain View, CA, US
Year founded
2009