A master's or PhD degree in computer science, mathematics, physics, economics or equivalent; * 2+ years of applied machine learning experience in a high-responsibility, minimal-supervision ...
A master's or PhD degree in computer science, mathematics, physics, economics or equivalent; * 2+ years of applied machine learning experience in a high-responsibility, minimal-supervision ...
We collaborate across communities and disciplines, from nuclear and particle physics to the life ... The Machine Learning and Quantum Information Systems Specialist will play a key role in advancing ...
We collaborate across communities and disciplines, from nuclear and particle physics to the life ... The Machine Learning and Quantum Information Systems Specialist will play a key role in advancing ...
Senior Machine Learning / Computer Vision Applied Scientist
CA$140K - CA$180K/yr
We are looking for a Senior Machine Learning and Computer Vision Applied Scientist with outstanding ... You enjoy solving challenging problems rooted in real-world physics using science, imagination ...
Senior Machine Learning / Computer Vision Applied Scientist
CA$140K - CA$180K/yr
We are looking for a Senior Machine Learning and Computer Vision Applied Scientist with outstanding ... You enjoy solving challenging problems rooted in real-world physics using science, imagination ...
Senior Machine Learning / Computer Vision Applied Scientist
CA$140K - CA$180K/yr
We are looking for a Senior Machine Learning and Computer Vision Applied Scientist with outstanding ... You enjoy solving challenging problems rooted in real-world physics using science, imagination ...
Quick apply
Senior Machine Learning / Computer Vision Applied Scientist
CA$140K - CA$180K/yr
We are looking for a Senior Machine Learning and Computer Vision Applied Scientist with outstanding ... You enjoy solving challenging problems rooted in real-world physics using science, imagination ...
Degree in Computer Science, Math, Physics, Engineering, Geography, GIS or equivalent * Higher level education in machine learning, data science, remote sensing, or related field is an asset. * 7+ ...
Quick apply
Degree in Computer Science, Math, Physics, Engineering, Geography, GIS or equivalent * Higher level education in machine learning, data science, remote sensing, or related field is an asset. * 7+ ...
Senior Data Scientist - Computer Vision
Vancouver, BC ยท On-site +1
At least 5 years of experience applying machine learning techniques to computer vision applications. * BA/BS/BEng degree in Math, Physics, Computer Science, Engineering, Economics, or other related ...
Senior Data Scientist - Computer Vision
Vancouver, BC ยท On-site +1
At least 5 years of experience applying machine learning techniques to computer vision applications. * BA/BS/BEng degree in Math, Physics, Computer Science, Engineering, Economics, or other related ...
Senior Python Software Developer
CA$120K - CA$155K/yr
MS or PhD in Computer Science, EE, Physics or related quantitative field * 8+ years of experience ... machine learning libraries/frameworks. * Experience with relational and NoSQL databases such as ...
Senior Python Software Developer
CA$120K - CA$155K/yr
MS or PhD in Computer Science, EE, Physics or related quantitative field * 8+ years of experience ... machine learning libraries/frameworks. * Experience with relational and NoSQL databases such as ...
Postdoctoral Researcher - XLZD experiment
CA$65K - CA$76K/yr
Experience applying machine learning techniques to particle physics analyses * Knowledge of detector systems, detector calibrations and electronics, particularly silicon detectors and liquid noble ...
Postdoctoral Researcher - XLZD experiment
CA$65K - CA$76K/yr
Experience applying machine learning techniques to particle physics analyses * Knowledge of detector systems, detector calibrations and electronics, particularly silicon detectors and liquid noble ...
Principal AI Engineer
Vancouver, BC ยท On-site
Bachelor's (Master's or PhD preferred) degree in engineering, computer science, physics, math or ... Deep understanding of statistical analysis, unsupervised and supervised machine learning algorithms ...
Principal AI Engineer
Vancouver, BC ยท On-site
Bachelor's (Master's or PhD preferred) degree in engineering, computer science, physics, math or ... Deep understanding of statistical analysis, unsupervised and supervised machine learning algorithms ...
... or Physics Experience in applying data science and machine learning to solve real business problems Solid foundation in statistics, analytics, and core machine learning concepts Experience with ...
... or Physics Experience in applying data science and machine learning to solve real business problems Solid foundation in statistics, analytics, and core machine learning concepts Experience with ...
Data Scientist
New Westminster, BC ยท On-site
$80K - $100K/yr
Physics, Computer Science, Stats) * 1-2 years' experience developing solutions and working with ... Previous experience with Machine Learning, Data Science and solving problems at scale Perks:
Quick apply
Data Scientist
New Westminster, BC ยท On-site
$80K - $100K/yr
Physics, Computer Science, Stats) * 1-2 years' experience developing solutions and working with ... Previous experience with Machine Learning, Data Science and solving problems at scale Perks:
Data Scientist
$80K - $100K/yr
Physics, Computer Science, Stats) * 1-2 years' experience developing solutions and working with ... Previous experience with Machine Learning, Data Science and solving problems at scale Perks:
Quick apply
Data Scientist
$80K - $100K/yr
Physics, Computer Science, Stats) * 1-2 years' experience developing solutions and working with ... Previous experience with Machine Learning, Data Science and solving problems at scale Perks:
Data Scientist
New Westminster, BC ยท On-site
$80K - $100K/yr
Physics, Computer Science, Stats) * 1-2 years' experience developing solutions and working with ... Previous experience with Machine Learning, Data Science and solving problems at scale Perks:
Quick apply
Data Scientist
New Westminster, BC ยท On-site
$80K - $100K/yr
Physics, Computer Science, Stats) * 1-2 years' experience developing solutions and working with ... Previous experience with Machine Learning, Data Science and solving problems at scale Perks:
Data Scientist
$80K - $100K/yr
Physics, Computer Science, Stats) * 1-2 years' experience developing solutions and working with ... Previous experience with Machine Learning, Data Science and solving problems at scale Perks:
Quick apply
Data Scientist
$80K - $100K/yr
Physics, Computer Science, Stats) * 1-2 years' experience developing solutions and working with ... Previous experience with Machine Learning, Data Science and solving problems at scale Perks:
Technical Customer Success Manager
Vancouver, BC ยท Remote
CA$95K - CA$120K/yr
If you have a background in civil engineering or physics, experience with technical projects, and a ... Ability to grasp and explain technical concepts related to geospatial analysis, machine learning ...
Technical Customer Success Manager
Vancouver, BC ยท Remote
CA$95K - CA$120K/yr
If you have a background in civil engineering or physics, experience with technical projects, and a ... Ability to grasp and explain technical concepts related to geospatial analysis, machine learning ...
... machine learning products at scale, including taking products through applied research, design ... Bachelor's (Master's or PhD preferred) degree in engineering, computer science, physics, math or ...
... machine learning products at scale, including taking products through applied research, design ... Bachelor's (Master's or PhD preferred) degree in engineering, computer science, physics, math or ...
Expert Animation Programmer (R&D)
Vancouver, BC ยท On-site +1
Experience in generative models and machine learning is a bonus but not required. Key ... Prototype new animation techniques, including procedural generation and physics-based systems.
Quick apply
Expert Animation Programmer (R&D)
Vancouver, BC ยท On-site +1
Experience in generative models and machine learning is a bonus but not required. Key ... Prototype new animation techniques, including procedural generation and physics-based systems.
Design, build, train, and optimize machine learning and AI models to support Assurance ... Stay informed on emerging trends across AI, automation, Assurance technology, data science, and ...
Design, build, train, and optimize machine learning and AI models to support Assurance ... Stay informed on emerging trends across AI, automation, Assurance technology, data science, and ...
Design, build, train, and optimize machine learning and AI models to support Assurance ... Stay informed on emerging trends across AI, automation, Assurance technology, data science, and ...
Design, build, train, and optimize machine learning and AI models to support Assurance ... Stay informed on emerging trends across AI, automation, Assurance technology, data science, and ...
Staff Data Scientist
Vancouver, BC ยท Hybrid
CA$192K - CA$230K/yr
Skills & Qualifications * 8+ years of experience in Data Science, Machine Learning, or a highly ... Master's or PhD in Computer Science, Physics, Statistics, Mathematics, or a related quantitative ...
Staff Data Scientist
Vancouver, BC ยท Hybrid
CA$192K - CA$230K/yr
Skills & Qualifications * 8+ years of experience in Data Science, Machine Learning, or a highly ... Master's or PhD in Computer Science, Physics, Statistics, Mathematics, or a related quantitative ...
Physics Informed Machine Learning information
What are the key skills and qualifications needed to thrive in the Physics Informed Machine Learning position, and why are they important?
To thrive in Physics Informed Machine Learning, you need a solid background in physics, strong mathematical and statistical skills, and experience with machine learning algorithms, typically supported by an advanced degree in a relevant field. Proficiency with programming languages like Python, frameworks such as TensorFlow or PyTorch, and familiarity with numerical simulation tools are commonly required. Effective problem-solving, clear communication, and the ability to collaborate with interdisciplinary teams make a significant impact in this role. These capabilities are essential for developing robust, interpretable machine learning models that leverage physical laws to solve complex, real-world problems.
What are the typical challenges faced by professionals working in Physics Informed Machine Learning roles?
Professionals in Physics Informed Machine Learning often encounter challenges integrating complex physical theories with advanced machine learning models, requiring deep domain knowledge and strong technical skills. Balancing model accuracy with computational efficiency and ensuring that models are both interpretable and generalizable can be demanding. Collaboration with domain experts, data scientists, and engineers is common, as projects often span multiple disciplines. Successfully navigating these challenges provides valuable experience and is highly regarded, often leading to further career advancement in research, engineering, or leadership positions.
What is a Physics Informed Machine Learning job?
A Physics Informed Machine Learning (PIML) job involves developing AI models that integrate physics-based principles to improve accuracy, interpretability, and generalization. Professionals in this role use machine learning techniques alongside domain knowledge in physics, engineering, or applied sciences to solve complex problems in areas like fluid dynamics, materials science, and climate modeling. Responsibilities often include designing algorithms, implementing simulations, and validating results against experimental or real-world data. Employers typically seek expertise in deep learning, numerical methods, and programming languages like Python.

Full-time
Posted 16 days ago
Job description
Job Description
At RBC Borealis, you'll be joining a team of leading researchers and software engineering specializing in machine learning. You will have access to rich and massive datasets, and to computational resources to support novel product development touching machine learning areas such as generative AI, natural language processing, and time series analysis.
We're looking for an enthusiastic Machine Learning Research Engineer who's excited by the opportunity of being at the forefront of applying machine learning technology to challenging problems. As a ML Research Engineer in the applied research team, you'll be part of a collaborative group who aims to deliver AI projects end to end - everything from data pre-processing and exploration, to prototyping novel algorithmic solutions, to software implementations of machine learning-based products. The goal is to understand the needs of our business partners and bring to life these unique and efficient solutions that can only be achieved through the use of machine learning.
Your responsibilities include:
Building machine learning-based software solutions;
Collaborating with business stakeholders to prototype machine-learning solutions rapidly;
Conducting comparisons to existing algorithms and baselines;
Reviewing, extending, and optimizing prototype solutions;
Collaborating with the engineering team to integrate algorithms into products;
Developing reusable internal tools to facilitate research prototyping;
Supporting projects with thorough documentation, design decisions, and capabilities.
You're our ideal candidate if you have:
A master's or PhD degree in computer science, mathematics, physics, economics or equivalent;
2+ years of applied machine learning experience in a high-responsibility, minimal-supervision environment;
Experience with writing modular, robust, scalable software in Python 3.x;
Expertise in a few of the following areas: deep learning, natural language processing, information retrieval;
Experience with deep learning packages such as PyTorch, JAX, or Tensorflow;
Knowledge of professional software engineering best practices for the full software development life cycle, including testing methods, coding standards, code reviews, and source control management;
Strong communication skills and a collaborative attitude.
What's in it for you?
Become part of a team that thinks progressively and works collaboratively. We care about seeing each other reach full potential;
A comprehensive Total Rewards Program including bonuses and flexible benefits, competitive compensation, commissions, and stock options where applicable;
Leaders who support your development through coaching and managing opportunities;
Ability to make a difference and lasting impact from a local-to-global scale.
About RBC Borealis
RBC Borealis, an RBC Institute for Research, is a curiosity-driven research centre dedicated to achieving state-of-the-art in machine learning. Established in 2016, and with labs in Toronto, Montreal, Waterloo, and Vancouver, we support academic collaborations and partner with world-class research centres in artificial intelligence. With a focus on ethical AI that will help communities thrive, our machine learning scientists perform fundamental and applied research in areas such as reinforcement learning, natural language processing, deep learning, and unsupervised learning to solve ground-breaking problems in diverse fields.
Inclusion and Equal Opportunity Employment
RBC is an equal opportunity employer committed to diversity and inclusion. We are pleased to consider all qualified applicants for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, age, disability, protected veterans status, Aboriginal/Native American status or any other legally-protected factors. Disability-related accommodations during the application process are available upon request.
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Job Skills
Analytical Thinking, Decision Making, Detail-Oriented, Long Term Planning, Machine Learning (ML), Product Development Design, Programming Languages, Quantitative Research, Research and Development Operations, Research DocumentsAdditional Job Details
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Our Employment Opportunities
At RBC, we are guided by living shared values of Client First, Integrity, Collaboration, Respect and Excellence and winning together as One RBC. We believe an inclusive workplace that has diverse perspectives is core to our continued growth as one of the largest and most successful banks in the world. Maintaining a workplace where our employees feel supported to perform at their best, effectively collaborate, drive innovation, and grow professionally helps to bring our Purpose to life and create value for our clients and communities. RBC strives to deliver this through policies and programs intended to foster a workplace based on respect, belonging and opportunity for all.
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RBC is presently inviting candidates to apply for this existing vacancy. Applying to this posting allows you to express your interest in this current career opportunity at RBC. Qualified applicants may be contacted to review their resume in more detail.
Employment Type: FULL_TIMEAbout Royal Bank of Canada
Sourced by ZipRecruiter
Industry
Banking and credit intermediation
Company size
10,000+ Employees
Headquarters location
Toronto, Ontario, CA