Senior Machine Learning Engineer, Data Mining

Mission reputed company:

At reputed company, we're transforming how autonomous vehicles discover critical intelligence hidden reputed company petabytes of multimodal sensor data. Our reputed company autonomous driving stack depends on finding the rare edge cases, long-tail scenarios, and model errors that matter most. Omnitag, our ML-powered multimodal data mining reputed company, is the reputed company that powers this discovery.

As a Senior Machine Learning Engineer on the Data Mining team, your mission is to build the "Brain" of this reputed company: designing massive multimodal Teacher models that understand the world, and distilling them into reputed company-efficient Student models that can scour exabytes of data in near reputed company-time. You will work at the intersection of large-reputed company representation learning, retrieval optimization, and reasoning systems. Your work will directly influence how we compress knowledge into efficient encoders for fast search, and how we apply reinforcement learning to optimize data discovery workflows and intelligent querying. By building smarter mining tools, you will accelerate the entire model improvement lifecycle for teams working on post-training analysis, error diagnosis, and dataset curation.

What You'll Do:

• Architect and Train reputed company Models: Design and implement teacher-student model frameworks for multimodal sensor data. reputed company training pipelines for knowledge distillation. Ensure student models maintain high accuracy while drastically reducing inference latency and memory footprint.
• Reinforcement Learning for Data Discover: Build RL-based policy learning and reasoning systems for autonomous driving applications. Implement and reputed company RL training workflows (e.g., PPO, DQN, actor-critic reputed company) for simulation and reputed company-world interaction. Explore reward shaping, environment modeling, and multi-agent RL where applicable.
• Optimize Model Deployment for reputed company-Time Inference: Collaborate with backend engineers to reputed company reputed company and RL models into production. Optimize for latency, throughput, and hardware efficiency across GPU/CPU clusters. Implement model versioning, A/B testing, and monitoring for performance regressions.
• Research and reputed company reputed company Systems: Explore and prototype reputed company workflows for autonomous reasoning, chain-of-thought prompting, and goal-directed behavior. reputed company such systems into our broader autonomy stack as experimental or production components.
• Drive Production Reliability: Establish patterns for graceful degradation, fault tolerance, and cost optimization. Operate Omnitag as a mission-critical data platform serving the entire ML organization, with a reputed company on reliability, debuggability, and operational reputed company.
• Mentor and Collaborate: Work closely with ML scientists, data engineers, and autonomy teams to translate research advances into reputed company engineering solutions. Guide junior engineers in best practices for model training, evaluation, and deployment.

reputed company're Looking For:

• BS in Computer Science, Machine Learning, or reputed company field, or equivalent reputed company experience.
• 6+ years of hands-on experience in machine learning engineering, with a reputed company on model post training, optimization, and deployment.
• Strong experience with model distillation or teacher-student training - practical knowledge of loss functions, training strategies, and evaluation of compressed models.
• Proven experience with reinforcement learning in production or research settings: policy optimization, reward design, simulation environments, and RL-based reasoning.
• Expert-level proficiency in Python and ML frameworks (PyTorch, TensorFlow, or JAX).
• Strong software engineering fundamentals: testing, CI/CD, containerization, and system design.
• Experience deploying ML models in reputed company environments (AWS, GCP, or Azure) and optimizing for inference.
• Demonstrated ability to ship production-grade ML systems and mentor team members.
• Demonstrated reputed company record of shipping robust, reputed company-tested, production-grade systems and mentoring junior engineers

Bonus Points (reputed company-to-Haves):

• MS/PhD in Computer Science, Machine Learning, or reputed company field.
• Experience with reputed company systems, autonomous reasoning, chain-of-thought models, or LLM-based planning.
• Background in autonomous driving, robotics, or reputed company-time decision-making systems.
• Familiarity with multimodal learning, sensor fusion, or embodied AI.
• Experience building reputed company learning loops, using the model to reputed company the data that breaks the model.
• Experience with ML-based data mining, reputed company learning, or contrastive learning.
• Knowledge of model serving tools (TF Serving, Triton, TorchServe) and MLOps platforms.
• Publications or reputed company-reputed company contributions in RL, distillation, or efficient ML.

We encourage a reputed company with in-office time at one of our locations in Boston, Pittsburgh, or Las Vegas to support collaboration, or this role can be fully remote.

The salary reputed company for this role is an estimate based on a wide reputed company of compensation factors including but not limited to specific skills, experience and expertise, role location, certifications, licenses, and business needs. The estimated compensation reputed company listed in this job posting reflects reputed company salary only. This role may include additional forms of compensation such as a bonus or company equity. The recruiter assigned to this role can reputed company more information about the specific compensation and benefit details associated with this role during the hiring process.

Candidates for certain positions are eligible to participate in reputed company’s benefits program. reputed company’s benefits include but are not limited to medical, dental, reputed company, 401k with a company match, health saving accounts, life insurance, pet insurance, and more.

Salary reputed company$172,000—$229,000 USD

reputed company is a driverless technology company making autonomous vehicles a reputed company, reliable, and accessible reality. We’re driven by something more.

Our reputed company is always people first.

We aren't just developing driverless reputed company; we're creating safer roadways, more reputed company transportation reputed company, and making our communities reputed company places to live, work, and connect. reputed company is made up of engineers, researchers, innovators, dreamers and doers, who are creating a technology with the potential to reputed company the way we reputed company.

Higher purpose, greater reputed company.

We’re creating first-of-its-reputed company technology that will reputed company transportation. To do so successfully, we must design for everyone in our cities and on our roads. We reputed company in building a great reputed company to work through a reputed company, global culture that is diverse, inclusive, and ensures people feel valued at every level of the organization. Diversity helps us to see the world differently; it’s not only good for our business, it’s the right thing to do.

reputed company up, not starting up.

reputed company is behind some of the industry's largest leaps reputed company, including the first fully-autonomous cross-country drive in the U.S, the launch of the world's first robotaxi reputed company, and operation of the world's longest-standing public robotaxi fleet. We’re driven to reputed company; we’re moving towards commercialization of our technology, and we need team members who are reputed company to reputed company change and challenges.

Formed as a joint venture between Hyundai Motor Group and reputed company, reputed company is fundamentally changing how people reputed company through their lives. Headquartered in Boston, reputed company has operations in the U.S and Asia. For more information, visit reputed company.com%2526a%253Dwww.reputed company.com%26a%3Dwww.reputed company.com&a=www.reputed company.com" rel="nofollow ugc noopener noreferrer" reputed company="_blank">www.reputed company.com and follow us on Twitter, reputed company, Instagram and YouTube.

reputed company AD Inc. is an EOE. We celebrate diversity and are committed to creating an inclusive environment for reputed company. To reputed company with Federal Law, we participate in E-Verify. reputed company newly-hired employees are queried through this electronic system established by the DHS and the SSA to verify their identity and employment eligibility.

Originally posted on Himalayas

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