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Ai Research Scientist Jobs
Company | Phaidra |
Address | Edmonton, Alberta, Canada |
Employment type | FULL_TIME |
Salary | |
Category | Technology, Information and Internet |
Expires | 2023-07-13 |
Posted at | 11 months ago |
About Phaidra
- We enable domain experts (our users) to configure the AI control systems (i.e. agents) without writing code. They define what they want their AI agents to do, and we do it for them.
- We use reinforcement learning algorithms to provide this intelligence, converting raw sensor data into high-value actions and decisions.
- We focus on industrial applications, which tend to be well-sensorized with measurable KPIs — perfect for reinforcement learning.
- Please only apply to one opening. If you are a better fit for another opening, our team will move your application. Candidates who apply to multiple openings will not be considered.**
- Work with external collaborators and maintain relationships with relevant research labs and key individuals as appropriate.
- Report and present research findings and developments including status and results clearly and efficiently both internally and externally, verbally and in writing.
- Design, implement and evaluate models, agents and software prototypes of perceptual processing.
- Mentor and guide Research Engineers to apply research findings and developments to industrial domains.
- Participate in and organize ambitious collaborative research projects.
- PhD in a technical field or equivalent practical experience, with demonstrated knowledge in one of the following:
- Multi-Agent RL
- Deep Learning
- Reinforcement Learning
- Share our company values: curiosity, ownership, transparency & directness, outcome-based performance, and customer empathy.
- Control Theory
- Extensive research in the fields of {ModelBased, Batch, Safe} RL methods.
- Relevant experience to the position.
- A proven track record of publications.
- PhD in machine learning
- A real passion for AI and applying to industrial systems to improve resource efficiency.
- Python
- Kubernetes, Docker, Ray
- PyTorch, scipy
- GCP
- You will set up your development environment and get introduced to various parts of our code base.
- You will learn how other teams operate, interact, and approach problems.
- You will be immersed in an onboarding program that introduces you to Phaidra and our product.
- You will read various parts of our handbook and familiarize yourself with the documentation culture at Phaidra.
- You will spend time in the research team and get introduced to the different tracks of research that we perform.
- You will have a good understanding of our research tracks, which allowed you to form a plan for your first project, or maybe, you have already started one.
- You will have met with team members across Phaidra and started building relationships that will help you be successful at your job.
- You will have a solid understanding of what Phaidra does and how we do it.
- You will have started to contribute to knowledge sharing throughout Phaidra.
- You will have been fully integrated in the team and with team members across the company.
- Your project is in full swing and you might have some early results already.
- Home office setup stipend and company MacBook.
- Training is foundational; functional, customer immersion, and development training.
- Paid parental leave (exact benefits vary by region).
- Monthly internet reimbursement.
- Medical, dental, and vision insurance (exact benefits vary by region).
- Fast-paced and team-oriented environment where you will be instrumental in the direction of the company.
- Outsized responsibilities & professional development.
- Competitive compensation & equity with an early exercise option.
- Unlimited paid time off, with a minimum of 20 days off per year requirement.
- Phaidra is a 100% remote company with a digital nomad policy.
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