Machine Learning Resident
6 months ago
Payam Mousavi | Applied Research Scientist
**About the Role**
This is a paid residency that will be undertaken over a twelve-month period with the potential to be hired by our client ZeroSound afterwards (note: at the discretion of the client). The resident will be reporting to an Amii Scientist and regularly consult with the Client team to share insights and engage in knowledge transfer activities. At the end of the engagement, it is expected that the work could be publishable to a respected conference or journal.
**About our Client**
ZeroSound Systems Inc., established in 2018, is dedicated to pioneering Digital Active Noise Suppression technology for both indoor and outdoor environments. Their intelligent platform provides industrial clients with the tools to measure, understand, and control noise effectively, setting new standards in noise management.
**About the Project**
At ZeroSound, the objective is to redefine noise control through advanced technology. This project endeavors to pioneer AI-driven solutions tailored to combat the challenges of noise pollution across diverse environments, with a focus on integrating audio and sound engineering aspects.
The project's primary goals include the analysis of audio data sourced from various environments, facilitating real-time monitoring and management of noise levels. Additionally, it aims to leverage sound engineering principles to develop innovative solutions for noise cancellation and mitigation. Through this engagement with Amii, ZeroSound seeks to establish itself as a leader in the field of noise control technology by delivering groundbreaking products that set new standards in the industry.
**Required Skills / Expertise**
Are you passionate about building great solutions? Do you want to drive a high impact early-stage business? You’ll be presented with opportunities to both personally and professionally develop as you build your career. We’re looking for a talented and enthusiastic individual with a solid background in machine learning (with a focus on reinforcement learning), ideally with some experience in signal processing, control engineering, and audio/sound processing.
**Key Responsibilities**:
- Develop, train, and evaluate ML models customized for addressing challenges in noise cancellation and sound manipulation.
- Prepare and curate datasets, focusing on signal and audio data, for ML training and optimization.
- Utilize relevant open-source tools to enhance data and ML tasks related to audio and sound engineering.
- Conduct applied research on ML techniques, with a focus on overcoming obstacles within the signal processing and audio domains.
- Collaborate with cross-functional teams and stakeholders to develop minimum viable products (MVPs) and client-centric solutions.
- Engage in regular client meetings, contributing to presentations and reports on project progress.
- Optimize ML pipelines to ensure efficiency, scalability, and real-time processing capabilities.
**Required Qualifications**:
- Completion of a graduate level program or higher (M.Sc/Ph.D) in Computing Science, ML or Engineering
- Research or project experience in machine learning and specifically reinforcement learning
- Proficient in Python programming language and related ML frameworks, libraries and toolkits (e.g. Scikit learn, Tensorflow, PyTorch, Pandas)
- A positive attitude towards learning and understanding a new applied domain
- Must be legally eligible to work in Canada
**Preferred Qualifications**:
- Experience with signal processing and control engineering
- Hands-on experience in AI/ML development projects
- Publication record in peer-reviewed academic conferences or relevant journals in machine learning
**Non-Technical Requirements**:
- Desire to take ownership of a problem and demonstrate leadership skills
- Interdisciplinary team player enthusiastic about working together to achieve excellence
- Capable of critical and independent thought
- Intellectual curiosity and the desire to learn new things, techniques, and technologies
**Why You Should Apply**
Besides gaining industry experience, additional perks include:
- Work under the mentorship of an Amii Scientist for the duration of the project
- Participate in professional development activities
- Gain access to the Amii community and events
- Build your professional network
- The opportunity for a ongoing machine learning role at the client’s organization at the end of the term (at the client’s discretion)
**About Amii**
One of Canada’s three main institutes for artificial intelligence (AI) and machine learning, our world-renowned researchers drive fundamental and applied research at the University of Alberta (and other academic institutions), training some of the world’s top scientific talent. Our cross-functional teams work collaboratively with Alberta-based businesses and organizations to build AI capacity and translate scientific advancement into industry adoption and ec
-
Machine Learning Resident
6 months ago
Edmonton, Canada Alberta Machine Intelligence Institute Full timeTaher Abbasi, Machine Learning Scientist **About the Role** This is a paid Residency that will be undertaken over a twelve-month period with the potential to be hired by our client afterwards (note: at the discretion of the client). The Resident will be reporting to an Amii Scientist and regularly consult with the Client team to share insights and engage...
-
Machine Learning Resident
7 days ago
Edmonton, Canada Alberta Machine Intelligence Institute Full time“If you are interested in creating innovative machine learning solutions for veterinary and animal health challenges (operational and clinical), then this is the right opportunity for you. Be a part of the team of research and machine learning scientists and get mentored by some of the best minds in AI.”_ **About the Role** This is a paid residency...
-
Machine Learning Resident
7 months ago
Edmonton, Canada Alberta Machine Intelligence Institute Full time“If you are passionate about leveraging machine learning and harnessing the capabilities of Large Language Models (LLMs) to create innovative solutions tailored for regulatory and compliance challenges within the legal landscape, then this is the right opportunity for you. Be a part of the team of research and machine learning scientists and get mentored...
-
Machine Learning Resident
4 weeks ago
Edmonton, Alberta, Canada Alberta Machine Intelligence Institute Full timeAbout the RoleThis is a 12-month residency where you will have the opportunity to work on a project that empowers project owners and developers to fast-track major project development with our innovative AI-powered products. You will be part of a team of research and machine learning scientists and get mentored by some of the best minds in AI.Key...
-
Machine Learning Resident
6 months ago
Edmonton, Canada Alberta Machine Intelligence Institute Full timeSalary: - David Staszak, Lead Machine Learning Scientist and Mara Cairo, Product Owner, Advanced Technology **Description** **About the Role** This is a paid internship that will be undertaken over a twelve-month period. The resident will report to an Amii Scientist and regularly consult to and work with our partners to share insights and engage in...
-
Machine Learning Resident
5 months ago
Edmonton, Canada Alberta Machine Intelligence Institute Full timeDavid Staszak, Lead Machine Learning Scientist and Mara Cairo, Product Owner, Advanced Technology **Description** **About the Role** As a Machine Learning Resident specializing in Reinforcement Learning (RL), you will spearhead an innovative project that revolutionizes operational efficiency and environmental sustainability in the energy sector through...
-
Machine Learning Resident
1 month ago
Edmonton, Canada Alberta Machine Intelligence Institute Full time“If you are passionate about leveraging machine learning and harnessing the capabilities of Large Language Models (LLMs) to create innovative solutions tailored for regulatory and compliance challenges within the legal landscape, then this is the right opportunity for you. Be a part of the team of research and machine learning scientists and get mentored...
-
Machine Learning Resident
1 month ago
Edmonton, Alberta, Canada Alberta Machine Intelligence Institute Full timeAbout the RoleThis is a paid residency opportunity that will be undertaken over a twelve-month period with the potential to be hired by our client Ultimarii afterwards. The resident will be reporting to an Amii Scientist and regularly consult with the Client team to share insights and engage in knowledge transfer activities. At the end of the engagement, it...
-
Machine Learning Resident
4 weeks ago
Edmonton, Canada Alberta Machine Intelligence Institute Full timeAdam Danyleyko, Product Owner, Advanced Technology **About the Role** This is a paid residency that will be undertaken over a twelve-month period with the potential to be hired by our client, Carson Integrated, afterwards (note: at the discretion of the client). The resident will report to an Amii Scientist and regularly consult to and work with the Client...
-
Machine Learning Resident
2 months ago
Edmonton, Canada Alberta Machine Intelligence Institute Full timeAtefeh Shahroudnejad, Machine Learning Scientist and Mara Cairo, Product Owner, Advanced Technology **About the Role** This is a paid Residency that will be undertaken over a twelve-month period with the potential to be hired by our client, Amplifier Health, afterwards (note: at the discretion of the client). The Resident will report to an Amii Scientist...
-
Machine Learning Resident
6 months ago
Edmonton, Canada Alberta Machine Intelligence Institute Full timeTaher Abbasi, Machine Learning Scientist and Mara Cairo, Product Owner, Advanced Technology **About the Role** **About the Client** Clio is the world's leading provider of cloud-based legal technology, providing lawyers with low-barrier, affordable solutions to manage and grow their firms more effectively, more profitably, and with better client...
-
Machine Learning Resident
6 months ago
Edmonton, Canada Alberta Machine Intelligence Institute Full timeTaher Abbasi, Machine Learning Scientist **About the Role** **About the Client** MiddleAI is an Alberta-based startup that is proud to have partnered with both Amii and AWS to commercialize groundbreaking new Generative AI “Action” models. Our research focus has been primarily on ethical, goal-based, multi-agent ecosystems that can reason and take...
-
Machine Learning Scientist
6 months ago
Edmonton, Canada Alberta Machine Intelligence Institute Full timeDave Staszak | Lead Machine Learning Scientist **About the Role** The Machine Learning Scientist serves as a key member of the Advanced Technology Team and an active participant in maintaining Amii's reputation for scientific excellence and providing insight into their area of expertise. The Machine Learning Scientist (MLS) uses their scientific knowledge...
-
Machine Learning Scientist
2 months ago
Edmonton, Canada Alberta Machine Intelligence Institute Full timeDave Staszak | Lead Machine Learning Scientist **About the Role** The Machine Learning Scientist serves as a key member of the Advanced Technology Team and an active participant in maintaining Amii's reputation for scientific excellence and providing insight into their area of expertise. The Machine Learning Scientist (MLS) uses their scientific knowledge...
-
Machine Learning Resident
6 months ago
Edmonton, Canada Alberta Machine Intelligence Institute Full timeTaher Abbasi, Machine Learning Scientist **About the Role** **About the Client** Frontline production has maxed out well below capacity. Organizations are limited by today’s tools and a focus on incremental change. Smart Access is helping these organizations double frontline productivity by closing the gap in associate performance, through unified...
-
Machine Learning Resident
2 weeks ago
Edmonton, Alberta, Canada Alberta Machine Intelligence Institute Full timeAbout the RoleThis is a paid 12-month residency with the possibility of being hired by Ultimarii afterwards. The resident will report to an Amii Scientist, collaborate with the client team, and engage in knowledge transfer activities. The work is expected to be publishable in a respected conference or journal.About the ProjectUltimarii empowers project...
-
Machine Learning Resident
1 month ago
Edmonton, Canada Alberta Machine Intelligence Institute Full time“If you are passionate about leveraging machine learning and harnessing the capabilities of Large Language Models (LLMs) to create innovative solutions tailored for regulatory and compliance challenges within the legal landscape, then this is the right opportunity for you. Be a part of the team of research and machine learning scientists and get mentored...
-
Machine Leaning Resident
2 months ago
Edmonton, Canada Alberta Machine Intelligence Institute Full time“If you are interested in improving and optimizing public services with ML and predictive modeling, this is a perfect opportunity for you. Be a part of a team of research and machine learning scientists improving core public services and get mentored by some of the best minds in AI while doing it.”_ - Dave Staszak, Lead Machine Learning...
-
Machine Learning Educator
5 months ago
Edmonton, Canada Alberta Machine Intelligence Institute Full time“Are you a talented facilitator, strong communicator, and proactive person that thrives in a fast paced, technical environment? Are you passionate about content and curriculum development, translating technical information, and helping individuals and companies grow in their understanding of artificial intelligence and machine learning? Does delivering...
-
Machine Learning Intern
7 months ago
Edmonton, Canada Alberta Machine Intelligence Institute Full timeSalary: **Description** **About the Role** This is a paid internship that will be undertaken over a four-month period with the potential to be hired by our client, Pipio afterwards (note: at the discretion of the client). The intern will be reporting to an Amii Scientist and regularly consult with the Client team to share insights and engage in knowledge...
