Machine Learning Engineer (End-to-End Driving)
Full-time
42dot
We are looking for the best
At 42dot, our team of skilled Machine Learning Engineers is dedicated to pioneering cutting-edge solutions in Motion Planning algorithms. We specialize in researching and developing advanced algorithms for predicting future paths, essential for ensuring the safety of autonomous driving systems. Leveraging extensive datasets, we conduct in-depth analysis of driving patterns to design algorithms that enable smooth and natural control of autonomous vehicles. Our commitment lies in delivering innovative technologies that pave the way for the future of autonomous driving.
\n Responsibilities- Research and development of motion prediction algorithms for autonomous driving such as surrounding vehicles and pedestrians
- Exploring predictive algorithms, prototyping, and validating
- Modeling data-driven driving algorithms
- Deploying models to autonomous driving systems by optimizing and improving the performance of algorithms
- Work with Perception/Planning engineers to improve self-driving performance
- Development of evaluation indicators and systems to evaluate developed algorithms
- Minimum of 7 years of relevant experience
- A master's/doctor's degree or higher, or equivalent experience in computer science, electronics, or related fields
- Deep understanding and practical experience in learning self-driving systems and deep learning models
- Deep understanding of vehicle dynamics models
- Superior programming skills (C/C++, Python, etc.)
- mathematical reasoning ability related to probability
- Experience in research and development related to autonomous driving and robotics
- ROS1/ROS2 experience
- Experience deploying predictive models in real-world environments
- Inference optimization experience (TensorRT, CUDA programming, etc.)
- History of books/academic activities in related fields (CVPR, ICCV, ECCV, IROS, ICRA, etc.)
Please refer to the videos from KCCV 2022 and UMOS Day 2021 for insights into 42dot Autonomous Driving, our autonomous driving AI software.
Please upload all submission files in PDF format.
※ Please review the following information before applying.
ㆍ How to work in 42dot, About 42dot Way →
ㆍ42dot's Employee Engagement Program, About Employee Engagement Program →
Vacancy posted 1 day ago
Similar jobs that could be interesting for youBased on the Machine Learning Engineer (End-to-End Driving) in Remote vacancy
$226.4k - $271.7k
...move freight, and do business. A leader in autonomous driving since 2007, Torc has spent over a decade commercializing... ...with a truck manufacturer. Meet the Team: As a Senior Machine Learning Engineer – End-to-End (E2E), you will develop and scale learning-based...SuggestedFull timeWork at officeImmediate startRemote workRelocationTorc Robotics
Remote1 day ago$204k - $259k
...Waymo is an autonomous driving technology company with the mission to be the world's most... ...will: Design, train, and deploy machine learning models to automate the creation of Waymo... ...Demonstrated experience owning problems end-to-end and working across various parts...SuggestedFull timeRemote workWaymo
Remote1 day ago$177.3k - $212.8k
...business. A leader in autonomous driving since 2007, Torc has spent... ...for developing the machine learning systems that enable our autonomous... ...As a Senior Machine Learning Engineer – 3D Perception, you'll join... ...s perception systems. Own end-to-end model development for...SuggestedFull timeWork at officeImmediate startRemote workRelocationTorc Robotics
Remote1 day ago$180k - $256k
...The Offline Driving Intelligence (ODIN) team at Zoox is leveraging... ...complex environments. As an engineer in the ODIN team, you will... ...data we have at Zoox. Drive end-to-end ML solutions from... ...or PhD in Computer Science, Machine Learning, or related technical field...SuggestedFull timeTemporary workRelocation packageZoox
Remote1 day ago$213k - $263k
...Waymo is an autonomous driving technology company with the mission... ...the lifecycle of the machine learning workflow, including feature... ...Simulation. We are looking for engineers with ML software & systems expertise... ...bottlenecks across the end-to-end ML software stack....SuggestedFull timeRemote workWaymo
Remote1 day ago$150k - $180k
...maintenance at all, wasting energy and driving billions in emergency costs. Thalo is... .... About the Role: As our Senior Machine Learning Engineer, you’ll own the intelligence layer of... ...to do about it. This is a hands-on, end-to-end role for someone who wants to own...Full timeWork at officeImmediate startShift workThalo Labs
Remote1 day ago$179k - $245k
...The Offline Driving Intelligence (ODIN) team at Zoox is leveraging... ...complex environments. As an engineer in the ODIN team, you will... ...we have at Zoox. Drive end-to-end ML solutions from research... ...or PhD in Computer Science, Machine Learning, or related technical field...Full timeTemporary workRelocation packageZoox
Remote1 day ago- ...and safety of automated driving systems. Our vision... ...excellence, constantly learning and evolving as we pave... ...Role As an ML Engineer within the Application... ...Develop and improve end-to-end driving models with... ...you up for success as a Machine Learning Engineer at Wayve...Full timeWork at officeWork from home
Wayve
Sunnyvale, CA1 day ago $213k - $263k
...Waymo is an autonomous driving technology company with the mission... ...S. states. Waymo's Systems Engineering team works together to blend software... ...Lead ML model development end-to-end for safety critical... ...C++ and Python ~ Ability to learn and utilize new frameworks quickly...Full timeRemote workWaymo
New York, NY1 day ago$150k - $250k
...commercialization of autonomous driving and is committed to... ...mindset).Ship deep learning solutions (including... ..., and platform/engineering leads to land cross-cutting... ...in Computer Science, Machine Learning, AI, or a related... ...impactful ML systems end-to-end.Experience with...Full timeTemporary work$238k - $302k
...Waymo is an autonomous driving technology company with the mission... ...Foundations team is to develop machine learning solutions addressing open... ...report to a Senior Staff Software Engineer. You will: Work... ...simulation Lead the development of end-to-end evaluation systems and...Full timeRemote workWaymo
Remote1 day ago$244.14k - $413.16k
...integrating advanced AI and autonomous driving technologies into its... ...cutting-edge R&D in AI, machine learning, and smart connectivity.The Mission... ...Staff Machine Learning Engineer, you will architect the transition... ...: Lead the design of end-to-end VLA architectures, bridging...Full timeOverseas$240k - $330k
...Our teams are made up of engineers, researchers, innovators, dreamers... .... Infrastructure Principal Machine Learning Engineer, Data Mining Boston... ...next-generation autonomous driving stack depends on finding the... ...track record of owning the end‑to‑end development cycle of...Temporary workImmediate startRemote workMotional AD Inc.
Boston, MA2 days ago$298k - $368k
...Waymo is an autonomous driving technology company with... ...builds the system which learns the spatial-temporal... ...set of sensors, enabling engineers like you to (1) develop... ...product teams to deliver end-to-end solutions.... ...years of experience in Machine Learning, with a focus...Full timeRemote workWaymo
San Francisco, CA1 day ago$213k - $263k
...Waymo is an autonomous driving technology company with the mission to be the world's most... ...advancing our systems toward data-driven learned policies and end-to-end architectures, powered by large-scale closed-loop data engines. Role overview: Perception-focused...Full timeRemote work- Elicit is building the reasoning layer for science and decision-making. As a Machine Learning Engineer, you will craft products and workflows that help researchers make better decisions using language models. This role blends software engineering with ML to deliver reliable...Remote job
- ...usability and safety of automated driving systems. Our vision is to... ...of excellence, constantly learning and evolving as we pave the... ...role Simulation is advancing end-to-end autonomous driving... ...sit between ML research and engineering: collaborating with scientists...Full timeWork at officeWork from home
Wayve
United Kingdom7 days ago - ...chemistry, and large-scale engineering. Our goal is to... ...scientific data into machine intelligence capable of... ...reasoning, generalizing, and driving discovery.... ...also carefully designed learning systems that can scale... ...Networks (GNNs). Own end-to-end training pipelines...Full timeRemote workFlexible hours
Absentia Labs
San Francisco, CA1 day ago - ...solutions for business challenges using machine learning, data mining, and statistics. This... ...States. You Will Do: participate in end-to-end development from requirements gathering... ...and implementation, work with data engineering and ML Ops to operationalize solutions,...Remote job
$85k - $100k
...or configuration We require advanced Python skills and back-end customization experience, including custom modules, workflows,... ...online sales channels, and back-office systems, and this senior engineering role works directly with our CIO and leadership team to shape the...Full timePGS Gold & Coin
Palatine, IL28 days ago$311.85k - $370k
...and safety of automated driving systems. Our vision... ...excellence, constantly learning and evolving as we pave... ...driving. Instead of the hand-engineered, modular stacks that... ...AV2.0: a single, end-to-end neural network that... ...either Applied Scientist or Machine Learning Engineer, at...Full timeWork at officeWork from homeShift workWayve
California3 days ago$251k - $310k
Waymo is an autonomous driving technology company... ...our ML Infrastructure engineering team advancing state-of... ...environments for Reinforcement Learning (RL). What You'll... ..., and optimize end-to-end execution speed... ...least 4 years focused on machine learning...Full timeRemote workWaymo
California3 days ago- ...provide technical leadership to the software engineering team. Take direction from the... ...and unstructured data, cloud services, machine learning components, APIs, and user-facing... ...guardrails, APIs, production monitoring, and end-to-end AI-enabled applications....Remote work
Tanson Corp
Minnesota3 days ago - ...About Us: Amira Learning accelerates literacy outcomes by delivering... ...’s Intelligent Growth Engine, driving instructional coherence by unifying... .... Architect and implement end‑to‑end ML pipelines for data... ..., and operation of machine learning–powered services deployed...Remote jobFull timeWorldwideRelocationFlexible hours
Amira Learning
United States1 day ago $230k - $322k
...Team at Reddit focuses on building machine learning models to drive on-platform user engagement with diverse... ...PMs, data scientists, and other engineering teams to align on engagement strategies... ...deploying large-scale models. ~ End-to-End ML Lifecycle Experience:...Full timeFor contractorsWork experience placementWork at officeRemote workHome officeFlexible hoursReddit
Remotea month ago- Matterworks, Inc. in Somerville, MA is seeking a Data Engineer to build and run pipelines behind our Large Spectral Models. You will own end-to-end pipelines that ingest, enrich, validate, and publish datasets used by our AI team and product. You will collaborate with...Remote job
- Revelio Labs, Inc. is seeking a Senior Data Engineer to design, build, operate, and continually improve Revelio’s core data flow systems. You will own production pipelines end-to-end, from ingestion and transformation to enrichment, validation, publication, and monitoring...Remote job
$281k - $356k
...Waymo is an autonomous driving technology company with the mission... ...15+ U.S. states. The DUE Machine Learning team will build and operate... ...researchers and software engineers who are passionate about developing... ...You will: Grow the end-to-end strategy for our next...Full timeWaymo
Remote1 day ago$100k - $140k
...reliable backend code and APIs Implement data storage solutions that guarantee high performance and fast response times from the front-end Develop and uphold the principal functional and system architecture of web applications Integrate security and data protection...Full timeRemote workHealthInsurance.com
Denver, CO9 days ago- Meduvi seeks an Analytics Engineer to enhance our analytics infrastructure and build the next wave of data products. The role collaborates... ...Midtown Manhattan. You will build SQL views and procedures, own end-to-end projects, and work with engineering to guide data...Remote work
Do you want to receive more vacancies?
Subscribe and receive similar vacancies to Machine Learning Engineer (End-to-End Driving). Be the first to apply!
Related searches
- ai ml engineer Remote
- graduate machine learning engineer Remote
- junior machine learning research engineer Remote
- junior machine learning engineer Remote
- senior ml engineer Remote
- machine learning ai engineer Remote
- computer vision machine learning engineer Remote
- data scientist machine learning engineer Remote
- machine learning engineer Remote
- machine learning software engineer Remote