Talent.com

Machine learning Offres d'emploi - Canada

Dernière mise à jour : il y a 3 jours
  • Offre sponsorisée
Machine Learning Scientist

Machine Learning Scientist

EquestVancouver, British Columbia, Canada
100 000,00 $CA – 180 000,00 $CA par an
DarkVision, part of Koch Engineered Solutions, is looking for a Machine Learning Scientist.DarkVision's ultrasound imaging asset inspection system collects huge datasets in the order of hundreds of...Voir plusDernière mise à jour : il y a 12 jours
  • Offre sponsorisée
Machine Learning Enginner

Machine Learning Enginner

Parent OrganizationToronto, Ontario, Canada
Join a Fortune 500 multinational project in Canada as a.Take the lead in developing innovative solutions and driving key technology initiatives. Develop train and deploy machine learning models on.C...Voir plusDernière mise à jour : il y a plus de 30 jours
Machine Learning Engineer (Canada)

Machine Learning Engineer (Canada)

Two95 International Inc.Montreal, QC, CA
Temps plein
Quick Apply
Title : Machine Learning Engineer.Location : 100% Remote (Canada).BSc / MSc in computer science, mathematics or related technical discipline. Deep knowledge and proven experience with optimizing machi...Voir plusDernière mise à jour : il y a plus de 30 jours
Machine Learning Engineer

Machine Learning Engineer

Company 1 - The Manufacturers Life Insurance CompanyWaterloo, Ontario
74 270,00 $CA – 137 930,00 $CA par an
Temps plein
This individual will also play a vital role in enhancing data from sales analytics to gain insights into customer behavior, market trends, and sales performance. By harnessing the power of Databrick...Voir plusDernière mise à jour : il y a plus de 30 jours
  • Offre sponsorisée
Machine Learning Engineer

Machine Learning Engineer

freelance.caToronto, Canada
We are hiring for the position of ".If you have experience, we would love to hear from you.Location : Hybrid in Toronto, ON. Passionate about deep learning and natural language models? AIOps / ML Ops m...Voir plusDernière mise à jour : il y a 26 jours
Machine Learning Internship

Machine Learning Internship

NDAX Canada Inc.Calgary, AB, CA
18,00 $CA par heure
Stage
Quick Apply
As one of Canada’s largest and fastest growing cryptocurrency trading platforms, NDAX has set the bar high for the country’s fintech industry and is constantly leading the way in terms of security ...Voir plusDernière mise à jour : il y a plus de 30 jours
Machine Learning Engineer / Sr. Machine Learning Engineer

Machine Learning Engineer / Sr. Machine Learning Engineer

Top Funnel TalentToronto, ON, CA
Temps plein
Our mission focuses on enhancing the quality and transparency of information available online.Our team consists of individuals from top-tier engineering backgrounds and leading research institution...Voir plusDernière mise à jour : il y a plus de 30 jours
Machine Learning Developer

Machine Learning Developer

AutodeskToronto, ON, CAN
120 450,00 $CA – 188 600,00 $CA par an
Temps plein
Autodesk makes software for people who make things.If you've ever driven a high-performance car, admired a towering skyscraper, used a smartphone, or watched great science fiction films, chances ar...Voir plusDernière mise à jour : il y a plus de 30 jours
Machine Learning Specialist

Machine Learning Specialist

BounteousMontreal, QC
123 500,00 $CA – 171 500,00 $CA par an
Temps plein
Bounteous x Accolite makes the future faster for the world's most ambitious brands.Our services span Strategy, Analytics, Digital Engineering, Cloud, Data & AI, Experience Design, and Marketing.We ...Voir plusDernière mise à jour : il y a plus de 30 jours
AWS Machine Learning Operations Specialist

AWS Machine Learning Operations Specialist

CalabrioON, CA
Télétravail
Temps plein
Quick Apply
Are you driven by innovation and looking to thrive in a fast-paced, growing environment? Join us at Calabrio and be part of our dynamic team! Help us in reshaping the landscape of customer experien...Voir plusDernière mise à jour : il y a 3 jours
Machine Learning Engineer

Machine Learning Engineer

Wisedocs AIToronto, ON, CA
Temps plein
Quick Apply
Wisedocs is on a mission to make it easy and accessible for any company in the insurance, legal and medical space to understand medical documents quickly using AI (Artificial Intelligence).Every we...Voir plusDernière mise à jour : il y a 27 jours
Senior Machine Learning Engineer

Senior Machine Learning Engineer

Tali AIToronto, ON, CA
Quick Apply
Clinicians, the backbone of our healthcare system, have long been burdened by excessive administrative tasks and documentation requirements, often aggravated by EMR regulations resulting in the wid...Voir plusDernière mise à jour : il y a plus de 30 jours
Machine Learning Engineer

Machine Learning Engineer

ProNavigatorToronto, Ontario, Canada
Temps plein
ProNavigator helps insurance organizations centralize, manage, and deliver on-demand information to sales, service, underwriting, and brokers / agents. In 2019, we pioneered the first knowledge manage...Voir plusDernière mise à jour : il y a 26 jours
Machine Learning Engineer

Machine Learning Engineer

ManulifeWaterloo, Ontario
149 200,00 $CA – 207 300,00 $CA par an
Temps plein
This individual will also play a vital role in enhancing data from sales analytics to gain insights into customer behavior, market trends, and sales performance. By harnessing the power of Databrick...Voir plusDernière mise à jour : il y a plus de 30 jours
Machine Learning Developer

Machine Learning Developer

UbisoftMontreal, QC
Ubisoft's 19,000 team members, working across more than 30 countries around the world, are bound by a common mission to enrich players' lives with original and memorable gaming experiences.Their co...Voir plusDernière mise à jour : il y a 20 jours
Machine Learning Engineer

Machine Learning Engineer

theScoreToronto, ON
187 000,00 $CA – 253 000,00 $CA par an
Score, a wholly-owned subsidiary of PENN Entertainment , empowers millions of sports fans through its digital media and sports betting products. Its media app 'theScore' is one of the most popular i...Voir plusDernière mise à jour : il y a plus de 30 jours
Machine Learning Engineer

Machine Learning Engineer

AutoTrader.caGreater Toronto Area
110 000,00 $CA par an
We are actively seeking a talented Machine Learning Engineer to play a pivotal role in advancing our AI-driven products at Trader. The ideal candidate will possess a knack for sifting through large ...Voir plusDernière mise à jour : il y a plus de 30 jours
  • Offre sponsorisée
Machine Learning Engineer

Machine Learning Engineer

NearSourceToronto, Ontario, Canada
142 000,00 $CA par an
Become a Machine Learning Engineer for a multinational Fortune 500 project in Canada.Drive innovation and uphold high technological standards. Apply today to be a vital member of the dynamic team.De...Voir plusDernière mise à jour : il y a plus de 30 jours
Machine Learning Engineer

Machine Learning Engineer

GoMaterialsMontreal, Quebec, Canada
GoMaterials is a fast-paced growth startup looking for a passionate ML Engineer to join our team! .The successful candidate will work on developing, deploying, and optimizing machine learning ...Voir plusDernière mise à jour : il y a plus de 30 jours
Machine Learning Engineer

Machine Learning Engineer

BMOToronto, ON
81 600,00 $CA – 151 200,00 $CA par an
Temps partiel
Uses advanced analytical algorithms and technologies (e.Designs and constructs new processes for modeling data.Develops predictive models and leverages big data technology to design solutions that ...Voir plusDernière mise à jour : il y a plus de 30 jours
Machine Learning Scientist

Machine Learning Scientist

EquestVancouver, British Columbia, Canada
Il y a 12 jours
Salaire
100 000,00 $CA – 180 000,00 $CA par an
Description de poste

Your Job

DarkVision, part of Koch Engineered Solutions, is looking for a Machine Learning Scientist. DarkVision's ultrasound imaging asset inspection system collects huge datasets in the order of hundreds of gigabytes that are several kilometers long where a defect may be on the order of a few millimetres. It is essential that we develop algorithms for automated processing, measuring, classification, and visualization of this data since manual processing is both time consuming and inconsistent.

As a Machine Learning Scientist, you will be involved in researching, designing, and implementing deep learning architectures that learn efficient generalizable representations for several vision-based tasks. You will report to our Vice President of Research & Innovation and be responsible for developing machine learning pipelines for continuous training, evaluation, and deployment of deep learning models. You will also help mentor other members of our ML team.

Our management process is light and generally milestone driven, using pseudo-Agile sprints derived from our quarterly and yearly goals. All goals are internally generated with plenty of room for feedback.

This is an on-site regular full-time position in our HQ in North Vancouver, BC.

Our Team

With the largest ultrasound datasets globally, DarkVision's Research & Innovation team unites top-tier PhDs, engineers, and research scientists to pioneer automated image processing and deep learning architectures.

What You Will Do

  • Research : Rapid model prototyping, training, and deployment of state-of-the-art deep learning models to solve large-scale industrial problems. You will be investigating image classification, object detection, instance segmentation, semantic segmentation, anomaly detection, and other bespoke tasks for processing industrial ultrasonic array data.
  • Pipeline : Work with our ML Ops team to build cloud-based pipelines for large-scale image pre-processing, data-augmentation, training, post-processing, and inference.
  • Deploy : Work with the Software Development Team to deploy model in production for its end-users.
  • Monitor : Continuously monitor success matrices of the assigned ML project and make continuous improvements for increasing model robustness and efficiency.
  • Data Analysis : Work closely with our Data Analysts to explore, analyze, and organize data; perform data extraction and preprocessing for training and evaluation purposes.
  • Document : Document model architecture, training details, dataset extraction, and cleaning procedures for reproducibility, product management, and internal training.

Opportunities to Learn

  • Applying deep learning to real world industrial datasets containing billions of images.
  • Exploration of the state-of-the-art methodologies in computer vision like self-supervised learning and unsupervised learning for the purpose of non-destructive testing.
  • Exposure to full ML lifecycle and orchestration management tools like Prefect, Kubeflow, AWS SageMaker, Weights, and Biases.
  • Converting ideas into intellectual property assets (e.g. patents).
  • Who You Are (Basic Qualifications)

  • Experience developing and training deep learning models from scratch.
  • Master's degree in Computer Science, Computer Engineering, Electrical Engineering or a ML / AI related field; PhD preferred.
  • Proficient in Python and at least one mainstream deep learning framework, such as PyTorch, TensorFlow, JAX, etc.
  • What Will Put You Ahead

  • Experience with medical or industrial ultrasound images for deep learning-related projects.
  • Experience in deep learning projects for industrial non-destructive testing.
  • Experience leading and mentoring ML engineers and ML scientists.
  • Hands-on experience with ML lifecycle management tools like MLFlow, Amazon SageMaker, GPC Vertex AI, etc.
  • Hands-on experience with orchestration tools like Kubeflow, Prefect, Airflow, etc.
  • Working knowledge of Git, Docker, and cloud services like AWS and GPC.
  • Publications in top tier venues likes CVPR, ICCV, etc.
  • Experience with Reinforcement Learning and / or Few-shot Learning
  • Experience with NLP (Transformers, RNNs)
  • Experience in self-supervised and / or unsupervised learning
  • Experience with Generative Model / Diffusion
  • Experience with Causal Inference
  • Great communicator with excellent data presentation, and report writing skills.
  • Be able to work in a fast-paced, self-driven environment.
  • General Salary Range

    For this role, we anticipate paying $100,000 - $180,000 per year. This role is eligible for variable pay, issued as a monetary bonus or in another form.

    At Koch companies, we are entrepreneurs. This means we openly challenge the status quo, find new ways to create value and get rewarded for our individual contributions. Any compensation range provided for a role is an estimate determined by available market data. The actual amount may be higher or lower than the range provided considering each candidate's knowledge, skills, abilities, and geographic location. If you have questions, please speak to your recruiter about the flexibility and detail of our compensation philosophy.

    Who We Are

    DarkVision Technologies Inc. is a Canada-based tech company disrupting the industrial imaging market since 2013. We have created the world's most advanced acoustic-based imaging platform. We are packaging it into multiple new product lines, revolutionizing how our clients quantify and visualize the integrity of their critical assets.

    Backed by Koch Industries, one of the world's largest privately held companies, DarkVision's team of Mechanical, Skunkworks, Electrical, Software, and Machine Learning Engineers is rapidly expanding to meet the demand for the company's current and upcoming products.

    We allow employees to work on cutting-edge technologies that blend science with real-world applications. We invite you to join our team for the exciting journey ahead as we become the global leader in industrial imaging.

    At Koch, employees are empowered to do what they do best to make life better. Learn how our business philosophy helps employees unleash their potential while creating value for themselves and the company.

    Additionally, everyone has individual work and personal needs. We seek to enable the best work environment that helps you and the business work together to produce superior results.

    How to Apply

    If you have the above qualifications, we would like to hear from you. We thank all applicants in advance, but please be advised that only those selected for an interview will be contacted.

    We are an equal opportunity employer. If you require accommodation or assistance at any time during the application or selection processes, please submit a request by following the directions located in the FAQ section at the bottom of the kochcareers.com webpage.

    Successful candidates will be required to complete a criminal background check.

    Keywords : machine learning, ML, deep learning, DL, computer vision, imaging, image processing, reinforcement learning, few-shot learning, NLP, RNN, Transformers, self-supervised, unsupervised, generative model, diffusion, casual inference, ultrasound, ultrasonic, non-destructive testing, NDT, NDE, industrial, PyTorch, Tensorflow

    LI-JN1