Jobs in Canada

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Added 1 day ago
RQ08216 - Sr. DevOPS/Cloud Engineer
Rubicon Path
Toronto, ON
Experience in scripting languages like Python, Bash, PHP, Java, JavaScript, Node, etc.
Added 1 day ago
RQ08297 - DevOPS/Cloud Engineer - Senior
Rubicon Path
Toronto, ON
Experience in scripting languages like Python, Bash, PHP, Java, JavaScript, Node, etc.
Added 1 day ago
RQ08858 - DevOPS/Cloud Engineer - Senior
Rubicon Path
Toronto, ON
Experience in scripting languages like Python, Bash, PHP, Java, JavaScript, Node, etc.
Added 1 day ago
RQ08685 - DevOPS/Cloud Engineer - Senior
Rubicon Path
Toronto, ON
- Please note this role is part of a Hybrid Work Arrangement and resource(s) will be required to work at a minimum of 2 days per week at 5700 Yonge St
Added 1 day ago
RQ08343 - Systems Testing/QA Specialist - Senior
Rubicon Path
Toronto, ON
· Utilizes test automation frameworks/tools that supports PHP and JavaScript, Python
Added 1 day ago
RQ08833 - Technology Architect - Senior
Rubicon Path
Toronto, ON
Must haves:Proficiency in designing and implementing cloud solutions, particularly with platforms like Azure and AWS
Added 1 day ago
RQ08679 - DevOPS/Cloud Engineer - Senior
Rubicon Path
Toronto, ON
Ability to handle popular scripting languages and well-versed with at least one scripting language (preferably Python) to automate repeatable processes
Added 1 day ago
RC
Sr Data Engineer
Randstad Canada
Mississauga, ON
- $66.42 to $73.8 CAD / hour
- Contract
Our client, is seeking an experienced, detail-oriented Sr Data Engineer to join their platform modernization team.
Added 1 day ago
Sr Java Engineer-React
TechnoCred
Toronto, ON
Expertise with modern web languages such as Java, React, Javascript, Python, Scala, etc.
Added 1 day ago
Développeur-euse, tests industriels / Industrial Testing Developer
PBSC Solutions Urbaines Inc.
Longueuil, QC
Aptitudes techniques souhaitées: Python, MySQL, AWS, Jenkins, Javascript, GitHub;
Added 1 day ago
TR
Staff Software Engineer - AI II
Thomson Reuters Holdings Inc.
Toronto, ON
- Full-time
- Hybrid
As an AI Staff Engineer, you will help define and build the AI foundation that powers the next generation of Westlaw experiences. You will work on cutting-edge technologies including…
Added 1 day ago
RQ09033 - Software Developer - Senior
Rubicon Path
Toronto, ON
Azure cloud certifications (e.g. Azure fundamentals, Azure Data Engineer associate, Azure Database Administrator associate)
Added 1 day ago
RQ09177 - Machine Learning Engineer - Senior
Rubicon Path
Toronto, ON
Programming Skills: Strong programming skills in Python, including experience with libraries like NumPy, Pandas, and Scikit-learn.
Added 1 day ago
RQ09207 - Software Developer - Senior
Rubicon Path
Toronto, ON
Azure cloud certifications (e.g. Azure fundamentals, Azure Data Engineer associate, Azure Database Administrator associate)
Added 1 day ago
RQ09222 - Software Developer - ETL - Senior
Rubicon Path
Toronto, ON
Azure cloud certifications (e.g. Azure fundamentals, Azure Data Engineer associate, Azure Database Administrator associate)
Added 1 day ago
RQ09180 - DevOPS/Cloud Engineer - Senior
Rubicon Path
Toronto, ON
Experience in scripting languages like Python, Bash, PHP, Java, JavaScript, Node, etc.
Added 1 day ago
Databricks Data Engineer
Rubicon Path
Toronto, ON
This is a hands-on Data Engineer position. We are looking for candidate with good knowledge on Bigdata technology and strong development experience with Databricks.
Added 1 day ago
DataBricks Data Architect
Rubicon Path
Toronto, ON
Databricks Certified Data Engineer Professional or Databricks Certified Data Engineer Associate. Equivalent certifications in cloud data engineering or architecture (e.g., Azure Data…
Added 1 day ago
DataBricks Admin
Rubicon Path
Toronto, ON
Proficiency in SQL and scripting languages (e.g., Python, JavaScript) for automation tasks.
Added 1 day ago
Chemical Engineer
Clagam Global Solutions LLC
Vancouver, BC
We are seeking a talented Chemical Engineer to lead the design, development, and operation of a continuously operating, lab-scale pilot for converting crude lithium chloride brines into…
Added 1 day ago
T
Senior Staff ML Compiler and Performance Engineer
Talentlab
Markham, ON
- Hybrid
We are partnered with a global leader in the semiconductor industry, assisting in the search for a Senior-Staff level compiler optimization engineer to join their growing AI/ML R&D team.
Added 1 day ago
AI Software Engineer (C++)
Talentlab
Toronto, ON
We are looking for a Machine Learning / AI Software Engineer to join a highly technical team focused on building high-performance, on-device AI software. In this role, you’ll work across…
Added 1 day ago
Sr. Machine Learning Software Verification Engineer
Talentlab
Toronto, ON
We are looking for an AI Software Test / Validation Engineer to join a team focused on validating high-performance AI software and machine learning solutions. This role will involve…
Added 1 day ago
Lead / Principal System Verification Engineer – Optical Networking
Talentlab
Ottawa, ON
Develop automated test frameworks and scripts using Python, supporting continuous integration and regression testing.
Added 1 day ago
Lead / Principal Software Integration Engineer – Optical Networking
Talentlab
Ottawa, ON
Develop and maintain Python-based test automation frameworks, supporting continuous integration and regression testing.

Rubicon Path

RQ09177 - Machine Learning Engineer - Senior

Toronto, ON, Canada

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Job details

Posting language: English

Original job description

Description:

Responsibilities: Creates machine learning models and utilizes data to train models Focuses on analyzing data to find relations between the input and the desired output Understands business objectives and develops models that help achieve them, along with metrics to track their progress Designs and develops machine learning and deep learning systems Runs machine learning tests and experiments Implements appropriate machine learning algorithms General Skills: Experience managing available resources such as hardware, data, and personnel so that deadlines are met Experience analyzing the machine learning algorithms that could be used to solve a given problem and ranking them by their success probability Experience exploring and visualizing data to gain an understanding of it, then identifying differences in data distribution that could affect performance when deploying the model in the real world Experience verifying data quality, and/or ensuring it via data cleaning Experience supervising the data acquisition process if more data is needed Experience finding available datasets online that could be used for training Experience defining validation strategies Experience defining the preprocessing or feature engineering to be done on a given dataset Background in statistics and computer programming A team player with a track record for meeting deadlines, managing competing priorities and client relationship management experienceSkillsExperience and Skill Set Requirements

(15%) Deep Understanding of Machine Learning Concepts: Proficiency in fundamental machine learning concepts, algorithms, and techniques.
Expertise in Natural Language Processing (NLP): Knowledge of NLP techniques and models, especially BERT and other transformer-based models, for tasks like text classification, sentiment analysis, and language understanding.

(20%) Experience with Deep Learning Frameworks: Proficiency in deep learning libraries such as TensorFlow or PyTorch. Experience with implementing, training, and fine-tuning BERT models using these frameworks is crucial.

(30%)Data Preprocessing Skills: Ability to perform text preprocessing, tokenization, and understanding of word embeddings.
Programming Skills: Strong programming skills in Python, including experience with libraries like NumPy, Pandas, and Scikit-learn.

(20%) Model Optimization and Tuning: Skills in optimizing model performance through hyperparameter tuning and understanding of trade-offs between model complexity and performance.

(15%) Understanding of Transfer Learning: Knowledge of how to leverage pre-trained models like BERT for specific tasks and adapt them to custom datasets.

Must Haves:

Deep Understanding of Machine Learning Concepts: Proficiency in fundamental machine learning concepts, algorithms, and techniques.
Expertise in Natural Language Processing (NLP): Knowledge of NLP techniques and models, especially BERT and other transformer-based models, for tasks like text classification, sentiment analysis, and language understanding.
Experience with Deep Learning Frameworks: Proficiency in deep learning libraries such as TensorFlow or PyTorch. Experience with implementing, training, and fine-tuning BERT models using these frameworks is crucial.
Data Preprocessing Skills: Ability to perform text preprocessing, tokenization, and understanding of word embeddings.
Programming Skills: Strong programming skills in Python, including experience with libraries like NumPy, Pandas, and Scikit-learn.
Model Optimization and Tuning: Skills in optimizing model performance through hyperparameter tuning and understanding of trade-offs between model complexity and performance.
Understanding of Transfer Learning: Knowledge of how to leverage pre-trained models like BERT for specific tasks and adapt them to custom datasets.

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More about this job

Responsibilities

The senior machine learning engineer at Rubicon Path will design and train machine learning models, run experiments, and choose algorithms likely to succeed. The role also covers cleaning and preparing data and tracking model performance against business metrics.

Requirements

Candidates need deep machine learning knowledge, NLP experience with transformer models like BERT, and hands-on work with TensorFlow or PyTorch. Strong Python skills with NumPy, Pandas and Scikit-learn, plus model tuning and transfer learning experience, are also required.

Skills

Python
NumPy
Pandas
Scikit-learn
TensorFlow
PyTorch
BERT
Transformer models
Natural language processing
Text preprocessing
Tokenization
Word embeddings
Hyperparameter tuning
Model optimization
Transfer learning
Fine-tuning
Deep learning
Machine learning algorithms
Statistics
Data visualization
Data cleaning
Feature engineering
Validation strategy design
Experiment design
Text classification

Keywords

Machine Learning Engineer
Deep Learning
NLP
Natural Language Processing
BERT
Transformers
TensorFlow
PyTorch
Python
NumPy
Pandas
Scikit-learn
Transfer Learning
Hyperparameter Tuning
Text Classification
Sentiment Analysis
Word Embeddings
Tokenization
Data Preprocessing
Data Science

Seniority

Senior

Tools

Python
NumPy
Pandas
Scikit-learn
TensorFlow
PyTorch
BERT

Languages

English

Fields of study

Statistics
Computer Science

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Jobs in Canada