Remote Jobs RockRemote Jobs Rock

Senior Machine Learning Engineer, Static World

๐Ÿ•’ 17 days ago
Machine LearningDeep LearningSoftware EngineeringAlgorithm Design

๐Ÿ“œ Description

  • Work in the team to deliver state-of-the-art online and offline perception and generative AI algorithms and systems for L4 self-driving vehicles.
  • Write robust software for real-time, resource-constrained, safety-critical applications.
  • Drive features and work streams from problem statement to delivery.
  • Proactively identify limitations with the existing online mapping system and drive improvements.
  • Align internal stakeholders with strong presentation and communication skills.
  • Build consensus and execute on team priorities.

๐Ÿ› ๏ธ Requirements

  • Experience architecting, training, and deploying deep learning models (transformers or diffusion or flow) into real-world environments.
  • Track record of driving applied research projects from start to completion, including conception, problem definition, experimentation, iteration, and finally publication or productization.
  • Experience in software engineering and machine learning algorithm design.
  • Prior experience in sensor fusion and/or online mapping is highly desirable.
  • Fluency in Python.
  • Experience with C++.
Full job description

About Stack:

Stack is developing revolutionary AI and advanced autonomous systems designed to enhance safety, reliability, and efficiency of modern operations. Stack's autonomous technology incorporates cutting-edge advancements in artificial intelligence, robotics, machine learning, and cloud technologies, empowering us to create innovative solutions that address the needs and challenges of the dynamic trucking transportation industry. With decades of experience creating and deploying real world systems for demanding environments, the Stack team is dedicated to developing an autonomous solution ecosystem tailored to the trucking industry's unique demands.

About the Role:

The Static World Perception team is responsible for generating the road elements that govern traffic flow for actors within the driving environment. This is achieved by integrating various onboard data sources, including a priori maps, LiDAR, cameras, GPS, and other available information. As a Senior Engineer, you will contribute to the development, maintenance, and enhancement of algorithms and systems to ensure the required performance of the online map standards are met.

Responsibilities:

  • Work in the team to deliver state-of-the-art online and offline perception and generative AI algorithms and systems for L4 self-driving vehicles.
  • Write robust software for real-time, resource-constrained, safety-critical applications.
  • Drive features and work streams from problem statement to delivery.
  • Proactively identify limitations with the existing online mapping system and drive improvements.
  • Align internal stakeholders with strong presentation and communication skills.
  • Build consensus and execute on team priorities.

Qualifications:

  • Experience architecting, training, and deploying deep learning models (transformers or diffusion or flow) into real-world environments.
  • Track record of driving applied research projects from start to completion, including conception, problem definition, experimentation, iteration, and finally publication or productization.
  • Experience in software engineering and machine learning algorithm design.
  • Prior experience in sensor fusion and/or online mapping is highly desirable.
  • Fluency in Python.
  • Experience with C++.

#LI-VJ1

We are proud to be an equal opportunity workplace. We believe that diverse teams produce the best ideas and outcomes. We are committed to building a culture of inclusion, entrepreneurship, and innovation across gender, race, age, sexual orientation, religion, disability, and identity.

Check out our Privacy Policy.

Please Note: Pursuant to its business activities and use of technology, Stack AV complies with all applicable U.S. national security laws, regulations, and administrative requirements, which can restrict Stack AVโ€™s ability to employ certain persons in certain positions pursuant to a range of national security-related requirements. As such, this position may be contingent upon Stack AV verifying a candidateโ€™s residence, U.S. person status, and/or citizenship status. This position may also involve working with software and technologies subject to U.S. export control regulations. Under these regulations, it may be necessary for Stack AV to obtain a U.S. government export license prior to releasing its technologies to certain persons. If Stack AV determines that a candidateโ€™s residence, U.S. person status, and/or citizenship status will require a license, prohibit the candidate from working in this position, or otherwise be subject to national security-related restrictions, Stack AV expressly reserves the right to either consider the candidate for a different position that is not subject to such restrictions, on whatever terms and conditions Stack AV shall establish in its sole discretion, or, in the alternative, decline to move forward with the candidateโ€™s application.

Sigma Software

Senior Machine Learning Engineer (AdTech)

๐Ÿ•’ 2 days ago
Sigma Software๐Ÿ‘ฅ 1001 - 5000 employees๐Ÿข Computer Software

As a Senior Machine Learning Engineer, you will develop and optimize production-grade machine learning models and real-time optimization pipelines for a high-load ad exchange platform.

Machine LearningData SciencePythonSQL
Reddit

Senior Staff Machine Learning Engineer, ML Understanding

๐Ÿ•’ 3 days ago
Reddit๐Ÿ‘ฅ 1001 - 5000 employees๐Ÿข Online Community/social Media

Lead the development of a unified user understanding framework at Reddit, enhancing personalization through advanced machine learning models and large-scale user representation.

Machine LearningUser ModelingLarge-scale RepresentationsLLMs
Boxinc

Senior AI & Automation Engineer

๐Ÿ•’ yesterday
Boxinc๐Ÿ‘ฅ 1001 - 5000 employees๐Ÿข Internet

The Senior AI & Automation Engineer will architect and enhance AI-enabled solutions, custom applications, and automations to improve enterprise operations and employee experience.

AI SolutionsCustom ApplicationsAutomationPHP
Reddit

Staff Machine Learning Engineer, Ads ML Efficiency

๐Ÿ•’ yesterday
Reddit๐Ÿ‘ฅ 1001 - 5000 employees๐Ÿข Online Community/social Media

Design and build systems to enhance the efficiency of machine learning training and inference workloads, while optimizing resource utilization and improving developer productivity.

PythonGoC++Rust
Runpod

Senior ML Systems Engineer, Inference

๐Ÿ•’ yesterday
Runpod๐Ÿ‘ฅ 51 - 200 employees๐Ÿข Computer Software

As a Senior ML Systems Engineer focused on Inference, you'll lead efforts to optimize LLM serving performance, ensuring the fastest and most cost-efficient solutions for developers.

ML Systems EngineeringLLM InferencePerformance OptimizationPython

Trusted by Remote Workers