AI/ML Engineer

  • Remote job

AI/ML Engineer

Job description

At Provizio we are assembling a team with a mission to eradicate road deaths. We have developed a platform to perceive, predict and prevent crashes in real-time using proprietary long range imaging sensors & AI on-the-edge. AI decision-making will play a pivotal role in the future of auto safety, but only after we show it to reduce the edge cases that lead to crashes. Our goal is to get our technology into every moving vehicle in the world. We will learn from human drivers, and this will train our AI to make better decisions and eventually safety led autonomy. This is the greatest engineering and artificial intelligence challenge ever contemplated and we need the world's sharpest minds to join our mission.


We believe strategy and culture should be created simultaneously, making sure they are perfectly aligned. When in sync, they enable each other to create incredible organizational transformations. Our strategy is focused on saving lives, our culture is saving lives and that includes building an incredible place to work. We offer incredible benefits including opt-in programs that are focused on ensuring we have a team that is rested, healthy and balanced. If you have the skillset that will help us save lives and you like the sound of our principles, join us.


As an AI/ML Engineer you will work as part of an exciting and innovative team to develop, test and implement AI/machine learning algorithms for implementation in imaging radar systems. The key responsibilities are:

  • Develop new machine learning algorithms for processing imaging radar data, implement in real-time software, and perform experiments for validation.
  • Design, implementation, training, and optimization of deep learning models for 3D / 4D datasets from automotive radar systems.
  • Develop scalable toolchain to handle labelled dataset from simulated and field collected data for training deep learning-based perception and control algorithms sets.

Job requirements

Essential Criteria:

  • Degree in Electrical & Electronic Engineering, Software Engineering, Computer Science or related discipline.
  • 3+ years’ professional experience in AI/machine learning/deep learning.
  • Experienced in one or more of Python, C and C++.
  • Experience with standard deep learning frameworks, API services and libraries such as Tensorflow, PyTorch, Keras, OpenCV, etc.
  • Experience in implementing AI/ML for real-time applications.
  • Knowledge of, or experience with, signal processing principles in one or more of – radar systems, autonomous vehicle and robotics.
  • Ability to work independently as part of a small team.
  • Excellent verbal communication and writing skills.
  • Passionate about finding and fixing problems.
  • Strong analytical and problem-solving skills.

Desirable Criteria:

  • Experience with Embedded Linux programming.
  • Experience of working with AI/machine learning/deep learning on point cloud outputs from imaging radar or lidar systems.
  • Knowledge of detection, estimation, tracking, fusion, and/or imaging algorithms

Location:


The role can be fully-remote, hybrid or located at one of our offices in Limerick (Ireland), Belfast (Northern Ireland) or Pittsburgh (US).


Benefits:


Provizio offers a competitive salary and employee share option scheme along with flexible hours, a company pension scheme, and additional leave days based around company led work life balance activities.


Provizio is an Equal Opportunity Employer that is committed to the values of diversity and inclusion in the workplace where we prohibit discrimination and harassment of any kind.

This policy applies to all employment practices within our organization and makes hiring decisions based solely on qualifications, merit, and business needs at the time.