ML Engineer Analyst

2 weeks ago

Mountain View, United States CARIAD Full time
Job DescriptionJob Description

We are CARIAD, an automotive software development team with the Volkswagen Group. Our mission is to make the automotive experience safer, more sustainable, more comfortable, more digital, and more fun. To achieve that we are building the leading tech stack for the automotive industry and creating a unified software platform for over 10 million new vehicles per year. We’re looking for talented, digital minds like you to help us create code that moves the world. Together with you, we’ll build outstanding digital experiences and products for all Volkswagen Group brands that will transform mobility. Join us as we shape the future of the car and everyone around it.

Role Summary

As a ML Engineer Analyst at CARIAD, Inc.'s SDV Hub, you will play a pivotal role in shaping the future of the automotive industry by developing innovative Generative AI and Machine Learning applications for software-defined vehicles. This position is suited for dynamic professionals with 1-3 years of software and ML engineering experience who are passionate about AI and eager to explore new technological frontiers.

Role Responsibilities 

  • Development of LLM and AI Models: Design and implement state-of-the-art Gen AI and machine learning models tailored for automotive applications, focusing on efficiency and scalability.
  • Data Pipeline Construction: Engineer robust data pipelines that are capable of handling large-scale data sets typical in the automotive industry, ensuring data integrity and speed.
  • LLM / ML Deployment: Oversee the full lifecycle of machine learning deployment, LLMOps from initial design to integration, testing, and final deployment within our vehicle systems.
  • Technology Prototyping: Rapidly prototype new technologies to validate concepts and push the boundaries of current automotive AI capabilities.
  • Performance Optimization: Optimize machine learning models to run efficiently on compute-limited devices, such as those embedded in vehicles, enhancing performance without compromising on quality.
  • Cross-Functional Collaboration: Work closely with software developers, data scientists, and product managers to ensure projects are aligned with business goals and delivered on schedule.

Years of Experience

  • 1-3 years relevant experience

Required Education

  • B.S. in Computer Science (or equivalent education or work experience)

Desired Education

  • Master's or PhD in Computer Science (or equivalent education or work experience)

Skills:

  • Strong Technical Foundation: Solid background in software engineering and ML model development principles and practices.
  • Quick Learner: Ability to quickly absorb and implement new technologies and methodologies.
  • Problem Solving: Excellent analytical and problem-solving skills, with the capability to tackle complex challenges in innovative ways.
  • Communication and Teamwork: Strong interpersonal skills with a proven track record of successful collaboration in a team-oriented environment.

Required Skills:

  • Core Programming: Expertise in Python and familiarity with Android programming languages like Kotlin and Java.
  • Machine Learning Proficiency: Hands-on experience with ML frameworks such as TensorFlow Lite, ONNX, and PyTorch, demonstrating a deep understanding of the underlying principles.
  • Data Management: Proven experience in designing and managing sophisticated data pipelines and machine learning deployment architectures.

Desired Skills

  • Advanced Computing Techniques: Knowledge of OpenCV and practical experience in developing LLM, NLP and Computer Vision applications.
  • Industry Experience: Previous work in automotive systems or similar fields involving embedded systems and IoT is highly regarded.

Work Flexibility

  • Technical Product Manager

    3 days ago

    Mountain View, United States Kumo Full time

    As a Technical Product Manager at Kumo.AI , you will play a pivotal role in shaping the development and success of our product, which enables organizations to build Predictive Agents that learn over private historical data and provide with best in class accuracy. You'll be closely working with the founders and collaborating with cross-functional teams to...

  • Software Engineer

    1 week ago

    Mountain View, United States Kumo Full time

    Basic and Required Qualifications: Technology Stack: Enterprise and Saas Experience Worked on ML/AI cloud native ML products, Data Science tools, and ecosystem Hands-on experience building and running highly technical and scalable teams Work with product/customer teams on how machine learning can make their product or system better Management/Leadership...

  • Software Engineer

    24 hours ago

    Mountain View, United States Kumo Full time

    Basic and Required Qualifications: Technology Stack: Enterprise and Saas Experience Worked on ML/AI cloud native ML products, Data Science tools, and ecosystem Hands-on experience building and running highly technical and scalable teams Work with product/customer teams on how machine learning can make their product or system better Management/Leadership...

  • Technical Product Manager

    3 weeks ago

    Mountain View, United States Kumo Full time

    As a Technical Product Manager at Kumo.AI, you will play a pivotal role in shaping the development and success of our product, which enables organizations to build Predictive Agents that learn over private historical data and provide with best in class accuracy. You'll be closely working with the founders and collaborating with cross-functional teams to...

  • ML Infrastructure Engineer with GCP

    3 weeks ago

    Mountain View, California, United States iSoftTek Solutions Inc Full time

    Job Title: ML Infrastructure Engineer with GCP Location: Mountain View, CA [Needs to be onsite for 1 week once in a quarter on your own expenses] Job Type: W2 Duration: Long Term Note: Only PST and MST candidates are required.     Must have:  · Experience in Machine Learning engineer or Infrastructure roles, with a focus on Machine Learning...

  • Member of Technical Staff

    3 weeks ago

    Mountain View, United States SAMAYA Full time

    We are seeking an experienced ML Engineer to join our team and help us develop and deploy large-scale language models (LLMs) to power our knowledge discovery platform. As a member of our team, you will be responsible for training and inference infrastructure that supports our in-house LLMs. Responsibilities: Train LLM at scale Design and implement evaluation...

  • Senior Software Engineer

    1 week ago

    Mountain View, United States WorldLink US Full time

    WHO we’re looking for:We are looking for a Senior Software Engineer – Knox AI Cloud Platform to join our team. The Knox Cloud Service team focuses on the development and research of large-scale distributed system, microservices, computer vision, data intelligence and machine learning. This is an exciting and unique opportunity for a talented and...

  • Senior Software Engineer

    1 week ago

    Mountain View, United States WorldLink US Full time

    WHO we’re looking for:We are looking for a Senior Software Engineer – Knox AI Cloud Platform to join our team. The Knox Cloud Service team focuses on the development and research of large-scale distributed system, microservices, computer vision, data intelligence and machine learning. This is an exciting and unique opportunity for a talented and...

  • Software Engineer

    3 weeks ago

    Mountain View, California, United States FlutterFlow Full time

    We are looking for an experienced AI Engineer to join our dynamic and innovative team. As an AI Engineer, you will collaborate with cross-functional teams to develop and deploy state-of-the-art solutions in application development. You will be responsible for enhancing our products by integrating cutting-edge AI/LLMs, and ensuring they are scalable,...

  • Machine Learning Engineer

    3 days ago

    Mountain View, United States Samsung Ads Full time

    Machine Learning Model Engineer - VDPosition SummaryMachine Learning Model Engineer – Samsung AdsPosition SummarySamsung Ads is an advanced advertising technology company in rapid growth that focuses on enabling advertisers to connect audiences from Samsung devices as they are exposed to digital media, using the industry’s most comprehensive data to...

  • Machine Learning Engineer

    3 days ago

    Mountain View, United States Samsung Ads Full time

    Machine Learning Model Engineer - VDPosition SummaryMachine Learning Model Engineer – Samsung AdsPosition SummarySamsung Ads is an advanced advertising technology company in rapid growth that focuses on enabling advertisers to connect audiences from Samsung devices as they are exposed to digital media, using the industry’s most comprehensive data to...

  • Machine Learning Engineer

    3 days ago

    Mountain View, United States Samsung Ads Full time

    Machine Learning Model Engineer - VDPosition SummaryMachine Learning Model Engineer – Samsung AdsPosition SummarySamsung Ads is an advanced advertising technology company in rapid growth that focuses on enabling advertisers to connect audiences from Samsung devices as they are exposed to digital media, using the industry’s most comprehensive data to...

  • Software Engineer

    4 weeks ago

    Mountain View, United States FlutterFlow Full time

    We are looking for an experienced AI Engineer to join our dynamic and innovative team. As an AI Engineer, you will collaborate with cross-functional teams to develop and deploy state-of-the-art solutions in application development. You will be responsible for enhancing our products by integrating cutting-edge AI/LLMs, and ensuring they are scalable,...

  • Software Engineer

    3 weeks ago

    Mountain View, United States FlutterFlow Full time

    We are looking for an experienced AI Engineer to join our dynamic and innovative team. As an AI Engineer, you will collaborate with cross-functional teams to develop and deploy state-of-the-art solutions in application development. You will be responsible for enhancing our products by integrating cutting-edge AI/LLMs, and ensuring they are scalable,...

  • Software Engineer

    4 weeks ago

    Mountain View, United States BHO Tech Full time

    Job Description: Software Engineer - AI and Learning San Francisco, CA, US Description Our company is a young, well funded, San Francisco-based startup that is reinventing workplace ticketing systems. Our goal is to make the company the primary business application that companies use for all of their knowledge and service requests. We’re a small...

  • Senior Machine Learning Engineer

    3 weeks ago

    Mountain View, United States Nuro Full time

    Who We Are  Nuro exists to better everyday life through robotics. Founded in 2016, Nuro is a leading autonomous technology company with vehicles on road today in California and Texas. The company’s core technology is the Nuro Driver, an integrated autonomous driving system consisting of state-of-the-art, AI-first software and custom-built sense and...

  • Machine Learning Model Engineer

    3 days ago

    Mountain View, United States Samsung Ads Full time

    Machine Learning Model Engineer - MXPosition SummaryMachine Learning Model Engineer – Samsung AdsPosition SummarySamsung Ads is an advanced advertising technology company in rapid growth that focuses on enabling advertisers to connect audiences from Samsung devices as they are exposed to digital media, using the industry’s most comprehensive data to...

  • Machine Learning Model Engineer

    3 days ago

    Mountain View, United States Samsung Ads Full time

    Machine Learning Model Engineer - MXPosition SummaryMachine Learning Model Engineer – Samsung AdsPosition SummarySamsung Ads is an advanced advertising technology company in rapid growth that focuses on enabling advertisers to connect audiences from Samsung devices as they are exposed to digital media, using the industry’s most comprehensive data to...

  • Machine Learning Model Engineer

    3 days ago

    Mountain View, United States Samsung Ads Full time

    Machine Learning Model Engineer - MXPosition SummaryMachine Learning Model Engineer – Samsung AdsPosition SummarySamsung Ads is an advanced advertising technology company in rapid growth that focuses on enabling advertisers to connect audiences from Samsung devices as they are exposed to digital media, using the industry’s most comprehensive data to...

  • Senior Research Engineer

    3 days ago

    Mountain View, United States Megagon Labs Full time

    About the job Megagon Labs Megagon Labs is an innovation hub within the Recruit Group, conducting top-notch research and building technologies in Mountain View and Tokyo. We are making impacts through the Recruit Group's worldwide services and products by collaborating with its subsidiaries such as Indeed and Glassdoor. Our mission is to empower people with...