Logo of Huzzle

Software Engineer - Machine Learning

  • Job
    Full-time
    Mid Level
  • Data
    Software Engineering
  • Stuttgart
  • Quick Apply

AI generated summary

  • You need 3+ years in software development, strong deep learning and ML experience, proficiency in C++ or Python, and knowledge of autonomous vehicle perception algorithms.
  • You will design and implement workflows for perception or planning systems, leveraging existing products to build software and infrastructure for machine learning developments.

Requirements

  • Experience with the end-to-end development cycle of deep learning models
  • Expertise in subdomains such as modeling, input pipelines, evaluation, deployment, and model optimization
  • 3+ years of experience building production software using modern software practices
  • Fluency in C++, or fluency in Python with intermediate experience in C++
  • Deep understanding of the concepts and methods behind any frameworks or libraries that they worked with
  • Experience working with production level ML and DL perception algorithms for autonomous vehicles

Responsibilities

  • At Applied Intuition, you will
  • Design and implement capabilities and workflows for cutting-edge real-world perception or planning/prediction systems
  • Leverage established products at Applied Intuition to build the software and infrastructure foundation for our ML developments

FAQs

Do we support remote work?

Yes, we do support remote work in a hybrid format, allowing for occasional remote work while primarily expecting employees to work in the office 5 days a week.

What type of projects will I be working on?

You will be working on building key ML capabilities for perception, prediction, and planning systems within an autonomous vehicle stack.

What experience is required for the role?

Candidates should have 3+ years of experience building production software, experience with the end-to-end development cycle of deep learning models, and fluency in C++ or Python with intermediate C++ experience.

Is a graduate degree necessary for this role?

While a Master's or PhD in machine learning or a related field is nice to have, it is not a strict requirement for the position.

What benefits does Applied Intuition offer?

Benefits include a lunch and dinner allowance, annual fitness and learning stipends, and stock options.

Is experience in autonomous vehicles necessary?

Experience with production-level ML and DL perception algorithms for autonomous vehicles is required, but direct experience in driver assistance or autonomous driving systems is considered a nice to have.

What is the company culture like at Applied Intuition?

The company fosters a dynamic and customer-focused team culture that emphasizes excellence in both product and business practices.

What kind of software practices should I be familiar with?

Proficiency in modern software practices is essential, particularly in the context of building production software.

Will I have opportunities for career growth and development?

Yes, you will have opportunities to contribute, learn best practices in the autonomy industry, and potentially grow within the company.

Can I apply if I don't meet every single requirement listed?

Yes, if you're excited about the role, we encourage you to apply even if your experience doesn't align perfectly with every qualification.

Software solutions to safely develop, test, and deploy autonomous systems at scale

Technology
Industry
2017
Founded Year

Mission & Purpose

Applied Intuition’s mission is to accelerate the world’s adoption of safe and intelligent machines. The company’s suite of simulation, validation, and data management software makes it faster, safer, and easier to bring autonomous systems to market. Autonomy programs across industries and 17 of the top 20 global automotive OEMs rely on Applied’s solutions to develop, test, and deploy autonomous systems at scale.

Benefits

  • Health insurance

    Medical, dental, vision, and life insurance, 100% of employee premiums paid for by Applied Intuition.

  • 401(k) match

    50% employer matching to help you save up for retirement.

  • Catered lunch and dinner

    Our offices provide catered lunches, expensed dinners, snacks, and drinks.

  • Learning stipend

    We invest in your learning and growth by reimbursing you for educational and training expenses.

  • Fitness and wellness stipend

    Reimbursed fitness expenses and 25 free Lyra coaching or therapy sessions each for you and your dependents.

  • Parental leave

    12-week, fully paid parental leave to bond with a newborn child or new adopted or foster child.