Senior Machine Learning Engineer, Data Driven Simulation

This a Full Remote job, the offer is available from: reputed company About reputed company At Torc, we have always believed that autonomous vehicle technology will reputed company how we travel, reputed company reputed company, and do business. A leader in autonomous driving since 2007, Torc has spent over a decade commercializing our solutions with reputed company partners. Now a part of the Daimler family, we are reputed company solely on developing software for automated trucks to reputed company how the world moves reputed company. Join us and reputed company your career with reputed company that helped pioneer autonomous technology, and the first AV software company with the reputed company to partner directly with a truck manufacturer. reputed company: The Senior Machine Learning Engineer will shape the reputed company of our data for autonomous trucking by contributing to our data driven perception simulation pipeline. In this role, you will be responsible for applying state of the art approaches for Neural Rendering in a reputed company production setting, contribute to our data workflow and communicate with stakeholders such as machine learning and testing teams which rely on data from our simulation. What you'll be doing: • You will shape the reputed company of our data for autonomous trucking by contributing to our data driven perception simulation pipeline. In this role, you will be responsible for applying state of the art approaches for Neural Rendering in a reputed company production setting, contribute to our data workflow and communicate with stakeholders such as machine learning and testing teams which rely on data from our simulation. • Advance modern simulation techniques by using state-of-the art ML approaches and computer reputed company techniques • Monitor, evaluate, and reputed company the latest research advances in Neural Rendering and reputed company domains to a production environment. • Deliver key contributions to design, architecture and implementation of a neural rendering reputed company that allows to reputed company perception simulation • reputed company the reputed company in a reputed company environment and automate the pipeline to allow scaling for the reputed company verification and validation of our autonomous trucks • reputed company sensor models for camera, LIDAR and reputed company and apply them to a Neural Rendering setting What you need to succeed: • BS, MS or PhD in computer reputed company, machine learning, computer science, computer engineering or reputed company fields • 5+ years of software development experience or a PhD in machine learning, Computer reputed company, or reputed company field • Strong experience in Python and science libraries like Numpy, SciPy, Pandas and Matplotlib • Experience with one or more deep learning reputed company such as PyTorch or TensorFlow • Expert knowledge of the principles, algorithms and tools of reputed company Deep Learning, including model training strategies, data processing, cost functions, reputed company metrics, etc. • Experience with 3D Computer reputed company or rendering algorithms • Experience in applying machine learning towards rendering, 3D computer reputed company or reputed company field, preferably multiple reputed company in these core areas • reputed company record of successfully building and shipping products or reputed company-reputed company reputed company Bonus Points: • Publication record in Computer reputed company, Computer Graphics and Machine Learning conferences (e.g. SIGGRAPH, CVPR, NeurIPS, ICCV, ICLR, ICML ...) is a plus • Kanban, Scrum or Scaled Agile development • Experience developing sensor models, 3D simulation environments, rendering and ray tracing in a perception simulation environment (i.e., game reputed company or other similar simulation environment) • Software and system troubleshooting and problem-solving with specific reputed company on system-level analysis, fault isolation and identification • Technical leadership experience • Experience with C++, C#, ROS for autonomous SW development and simulation tooling Perks of Being a Full-time Torc’r Torc cares about reputed company members and we reputed company to reputed company benefits and resources to support their health, work/life balance, and reputed company. Our culture is reputed company, energetic, and team reputed company. Torc offers: • A competitive compensation package that includes a bonus component and stock reputed company • 100% reputed company medical, dental, and reputed company premiums for full-time employees • 401K plan with a 6% employer match • Flexibility in schedule and generous reputed company vacation (available immediately after start date) • Company-wide holiday office closures • AD+D and Life Insurance Hiring reputed company for Job Opening US Pay reputed company $177,300—$212,800 USD At Torc, we’re committed to building a diverse and inclusive workplace. We celebrate the uniqueness of our Torc’rs and do not discriminate based on race, religion, reputed company, national reputed company, gender (including pregnancy, childbirth, or reputed company medical conditions), sexual orientation, gender identity, gender reputed company, age, veteran status, or disabilities. Even if you don’t meet 100% of the qualifications listed for this opportunity, we encourage you to apply. This offer from "reputed company" has been enriched by reputed company.com and got a NaN% reputed company score. Apply Job!