Machine Learning Driven Decision Support for The

3 months ago


Montréal QC, Canada Polytechnique Montreal Full time

**Machine learning driven decision support for the operation of process systems**:

- Réf **ABG-125882**
- Sujet de Thèse- 18/09/2024- Autre financement public- Polytechnique Montreal- Lieu de travail- Montréal - Canada- Intitulé du sujet- Machine learning driven decision support for the operation of process systems- Champs scientifiques- Génie des procédés
- Mots clés- Process systems, Machine learning, Data analysis, Fault detection and diagnosis**Description du sujet**:
Process industries including chemicals, oil and gas industries, pharmaceutics, mining, metals and pulp and paper play an important role in the Canadian economy. An unplanned shutdown of a large plant can cost several hundred thousand dollars.

Large amounts of process data of different type are collected during process operation and stored in process historians. Today, this valuable resource is not fully exploited because of the lack of dedicated tools and methods to extract reliable information from it. Detecting unintended deviations from normal operation or identifying the root cause of abnormal behavior becomes difficult with the ever-increasing amount and complexity of stored data.

Modern machine learning methods have the potential to support building robust and accurate process models able to predict the process behaviour and to diagnose abnormal process situations.

Professor Moncef Chioua’s group has an immediate opening for PhD position on the intersection of data analytics, machine learning and process control.

**Nature du financement**:

- Autre financement public**Précisions sur le financement**:
**Présentation établissement et labo d'accueil**:

- Polytechnique MontrealLocated on Mount Royal, an exceptional setting in the heart of Montreal, Polytechnique is a world-renowned engineering university, excelling in cutting edge multidisciplinary and multi-sectoral research locally, nationally, and internationally, and is equally known for its top-tier training at all academic levels. An active advocate for sustainable development, Polytechnique has been certified Gold by the STARS organization. Polytechnique is known for its innovative approach, and its active role in technological, economic, and social development.

Polytechnique Montréal offers an exceptional research and working environment close to industry in the areas of aerospace, transportation, communications, health services, financial services and entertainment. Polytechnique is a member of the IVADO and the TransMedTech institutes.

The Department of Chemical Engineering currently employs 24 professors and conducts research in close collaboration with industry in the following areas: process systems engineering, reactor engineering, life cycle analysis, biorefining, tissue engineering, materials and biomaterials, regenerative medicine, biotechnology, polymers.

**Site web**:
**Intitulé du doctorat**:

- PhD in Chemical Engineering**Pays d'obtention du doctorat**:

- CanadaThe student must meet the requirements for enrollment in graduate studies in the chemical engineering department of Polytechnique Montréal and have a sufficient level of English to carry out research and write scientific articles.- 16/12/2024



  • Montréal, QC, Canada Accolite Digitial Full time

    **About This Role**: 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 are guided by Co-Innovation, our proven methodology of collaborative partnership. Bounteous x Accolite brings together 5000+ employees...


  • Montréal, QC, Canada Bounteous Full time

    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 are guided by Co-Innovation, our proven methodology of collaborative partnership. Bounteous x Accolite brings together 5000+ employees spanning North America,...

  • Machine Learning

    3 months ago


    Montréal, QC, Canada Capgemini Full time

    **Job Role: Machine Learning** **Location: Montreal, Quebec** **Job Type: Permanent Fulltime **Key Responsibilities**: - Independently work on end-to-end development of Machine Learning and Natural Language Processing models to derive insights from research publications legal documents regulatory requirements etc. - Design and implement business solution in...


  • Montréal, QC, Canada TalentBurst, an Inc 5000 company Full time

    Job Title: - Machine Learning Expert Location: - Montreal Hybrid Duration: 9 month(s) Contract 7+ Years of Machine Learning experience needed. Responsibilities: The Machine Learning (Client) Expert will: Understand the business needs and requirements and translate them into Client solutions. Communicate technical concepts and results to...


  • Montréal, QC, Canada TalentBurst, an Inc 5000 company Full time

    Job Title: - Machine Learning Expert Location: - Montreal Hybrid Duration: 9 month(s) Contract 7+ Years of Machine Learning experience needed. Responsibilities: The Machine Learning (Client) Expert will: Understand the business needs and requirements and translate them into Client solutions. Communicate technical concepts and results to...

  • Machine Learning

    2 months ago


    Montréal, QC, Canada Compest Solutions Inc Full time

    **Job title**:Machine Learning **Location**: :Montreal, QC **Position Type-Regular** Full-Time Contract **Please reply** with your **expected Contract range--** **Machine Learning** **Key Responsibilities**: - Independently work on **end-to-end development of Machine Learning and Natural Language Processing models t**o derive insights from research...


  • Montréal, Canada Cogeco Connexion Inc Full time

    Our culture lifts you up—there is no ego in the way. Our common purpose? We all want to win for our customers. We aim to always be evolving, dynamic, and ambitious. We believe in the power of genuine connections. Each employee is a part of what makes us unique on the market: agile and dedicated. Time Type: Regular Job Description: We are seeking a highly...


  • Montréal, Canada Edge Health Full time

    **Job Description: Machine Learning specialist** **LOCATION: Montreal, Canada** **Skills Required**: - **Masters in mathematics, Statistics, Economics, Data Science, Machine Learning, Operational Research, Physics, and other related quantitative fields.**: - **At least 4 years of experience with design and implementation of machine learning, predictive...


  • Montréal, QC, Canada Triunity Software Full time

    **HI,** **This is Prashant, a Senior Recruiter from Triunitysoft, Inc. a leading staffing organization.** **I came across your profile in one of the job boards and feel that your skills and professional experience would be a good fit for a position with one of our premier clients. Please review the job description below.** **If you are interested in this...


  • Montréal, QC, Canada Ericsson Full time

    **Stagiaire en apprentissage automatique**: **Lieu : Montréal, QC -hybride** **Terme: 4-8 Mois** **Démarrage Date : 6 janvier 2025** **À propos de cette opportunité**: Le Global AI Accelerator (GAIA) d'Ericsson à Montréal est une équipe de scientifiques des données et d'ingénieurs de données dévoués, travaillant sur les défis liés à la 5G. Il...


  • Montréal, QC, Canada Meta Full time

    **Research Scientist Intern, AI Core Machine Learning (PhD)(Montreal) | Chercheur stagiaire, apprentissage automatique de l'IA (doctorat) (Montréal) Responsibilities**: - Develop novel state-of-the-art algorithms and corresponding systems, leveraging various deep learning techniques | Développer de nouveaux algorithmes à la fine pointe de la technologie...

  • Bag Machine Operator

    3 months ago


    Montréal, QC, Canada Industries Polykar Full time

    **Job description**: Reporting to the Head of Conversion Department, the Conversion Operator will operate the machine and visually inspect the outgoing products to ensure quality. The Operator will pack the plastic bags coming out from the machine. He will ensure the efficiency of the production and the quality of the products. **Responsibilities**: - Make...


  • Montréal, QC, Canada Canada Goose Full time

    **Location**: CGM2 Address: 333 Chabanel Ouest Montreal, Quebec H2N 2G1 Canada Job Title: Sewing Machine Operator/Operateur(trice) de machine à coudre Canada Goose isn't like anything else. We've built something great, something special - an iconic lifestyle brand with an inspirational and authentic story. At the heart of it is our promise to inspire and...


  • Montréal, Canada AAVAA Full time

    AAVAA is looking for a** Machine Learning and Signal Processing Intern** as early as **January 2025**. With AAVAA, you will be part of a **multidisciplinary team**building a unique listening device that allows everyone to hear what they want by processing their surrounding sounds based on input from their brain and biosignals. Our goal is to give people...

  • Ai Data Specialist

    3 weeks ago


    Montréal, QC, Canada Amaris Consulting Full time

    **Who are we? **:**Amaris Consulting** is an independent technology consulting firm providing guidance and solutions to businesses. With more than 1,000 clients across the globe, we have been rolling out solutions in major projects for over a decade - this is made possible by an international team of 7,600 people spread across 5 continents and more than 60...

  • Ai Data Specialist

    3 weeks ago


    Montréal, QC, Canada amaris Full time

    Job description Join a dynamic and innovative organization dedicated to harnessing the power of data to support artificial intelligence initiatives. As an AI Data Specialist, you will play a key role in managing, analyzing, and optimizing data to drive AI-based projects and solutions. The AI Data Specialist will be responsible for managing, analyzing, and...


  • Montréal, QC, Canada Sun Life Full time

    You are as unique as your background, experience and point of view. Here, you’ll be encouraged, empowered and challenged to be your best self. You'll work with dynamic colleagues - experts in their fields - who are eager to share their knowledge with you. Your leaders will inspire and help you reach your potential and soar to new heights. Every day, you'll...

  • Analyste Avancé.e

    4 months ago


    Montréal, QC, Canada Electronic Arts Full time

    « Pour visualiser la description de poste en français, veuillez sélectionner le français, "Select Language" dans le menu déroulant au haut de la page. » **Job Objectives** - Translates business needs and disambiguates requests and transforms them into analytics projects to help inform business decisions. - Oversees and implements the complete data...


  • Montréal, QC, Canada CN Full time

    At CN, we are committed to our pursuit of excellence. We take pride in delivering work of the highest standard, continually innovating to shape the railroad of the future. As responsible railroaders, we make the right decisions every time, putting safety first, acting with unwavering integrity, and holding ourselves accountable for our actions. We believe in...

  • Junior Data Analyst

    1 month ago


    Montréal, QC H2S 3G6, Canada Strato Automation Full time

    Strato Automation is a forward-thinking software development company in **Montreal**, specializing in **AI-driven automation solutions**. We focus on building innovative systems that leverage artificial intelligence to help businesses optimize processes, reduce inefficiencies, and stay ahead in a fast-paced digital world. We’re looking for a **Junior Data...