Sr. Machine Learning Engineer, Sensor Fusion Blacksburg, VA Remote - TORC Robotics

Description

Meet the Team:

We are the AAA (Auto curation, Auto labeling, Augmentation) team, we practice data centric AI.

To support various ML model developments for self-driving, we need to create good datasets that shall be cleaned, balanced, and annotated.

The AAA team focuses on several DataOPs including data QC, curation, creation, auto labeling, augmentation etc.

What you'll do

:

Design, implement, validate and deploy offline object detection, tracking and fusion to automatically create annotations on AWS from logged sensor data (Cameras, Lidars, Radars)

Enhance and improve our existing auto labeling tools

Deploy and optimize the performance of the cloud-based tools

Outperform online perception's detection and tracking

Contribute to the research, development, and improvement of data centric AI tools

Participate in team meetings to share progress, collaborate on new ideas, and address any challenges

Stay updated on the latest developments in AI and ML for autonomous driving

Participate in technical discussions, brainstorming sessions, and other team meetings

Develop and maintain thorough documentation for all developed pipelines and tools

What you'll need to Succeed:

Master's Degree in Computer Science, Computer Engineering, Robotics, or equivalent.

At least 3 years of working experience

Strong coding skills

Advanced data structure and algorithms

Cloud computing

Proven experience designing and developing ML models

Familiar with at least one deep learning framework such as TensorFlow or PyTorch

Hands-on experience with deep learning and computer vision

Strong communication skills, able to articulate complex concepts to diverse audiences

Excellent problem-solving skills and the ability to work in a fast-paced, dynamic environment

Bonus Points

Doctorate Degree

Prior experiences in object detection, tracking and fusion

Advanced AWS skills

Data centric AI experience

Publication record in top venues in computer vision and/or machine learning, e.g. CVPR, ICCV, ICRA, IROS, ECCV, NeurIPS, and SIGGRAPH

Perks of Being a Full-time Torc'r

Torc cares about our team members and we strive to provide benefits and resources to support their health, work/life balance, and future.

Our culture is collaborative, energetic, and team focused.


Torc offers:
A competitive compensation package that includes a bonus component and stock options

100% paid medical, dental, and vision premiums for full-time employees

401K plan with a 6% employer match

Flexibility in schedule and generous paid vacation (available immediately after start date)

Company-wide holiday office closures

AD+D and Life Insurance

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