Machine Learning Prognostics Engineer for Industrial Equipment

2 days ago


India IntelliPredikt Technologies Full time

About IntelliPredikt Technologies

We are a cutting-edge technology company that leverages data-driven solutions to provide innovative prognostics systems for connected industries. Our mission is to enable scalable intelligent prognostics systems for vehicles and machines.

Job Summary

The Machine Learning Prognostics Engineer will play a critical role in developing a modular library of algorithms and models that will be deployed as part of our PHM Library/Platform. This individual will work with a wide variety of customers in the manufacturing industries, contributing to the end-to-end process from data collection to analytics results.

Key Responsibilities

  • Developing physics models of industrial equipment such as CNC machines, robots, valves, and pumps typically found in process/manufacturing industries.
  • Designing and implementing algorithms for online fault detection, diagnostics, and prognostics.
  • Validating models and algorithms with various data sources, including simulated data, experimental data, and customer data.
  • Directing experimental lab tests, defining test plans, determining data collection requirements, post-processing data, and reporting results.
  • Documenting technical information and communicating it to R&D team members, sales, marketing, management, and external stakeholders.
  • Supporting the definition and delivery of customer solutions, including instrumentation requirements, algorithm specifications, technical proposals, etc.
  • Collaborating closely with software and hardware engineering teams to ensure algorithms are appropriately deployed in production environments.
  • Working with a diverse set of individuals, including modeling scientists, data scientists, software and hardware engineers, sales engineers, plant operators, and manufacturing industry executives.

Requirements

  • M.tech or Ph.D. in an engineering field (mechanical or CSE engineering preferred, Ph.D. preferred) with at least 3 years of experience in predictive maintenance or condition monitoring algorithm development for process/manufacturing industries.
  • Familiarity with mechanical system modeling and optimization, computational physics (CFD/FEA/Multiphysics) applied to industrial equipment, and programming experience in Python, Matlab, or similar scientific computing languages.
  • Experience with production software development tools and concepts, including CI/CD pipelines, functional and unit tests, source control systems, object-oriented design, integrated development environments, debugging tools, and applied knowledge of data science methods.

Salary Range: $120,000 - $180,000 per year, depending on qualifications and experience.



  • india Machine Learning Studies Full time

    Internship Opportunity: Machine Learning and AI Please fill out the questionnaire at (You will have to copy-paste the link, apologies for inconvenience) Are you passionate about diving deep into the realms of Machine Learning and AI? We're seeking enthusiastic interns to join our team for an immersive learning experience. Here's what you can expect:...


  • India Machine Learning Studies Full time

    Internship Opportunity: Machine Learning and AI Please fill out the questionnaire at (You will have to copy-paste the link, apologies for inconvenience) Are you passionate about diving deep into the realms of Machine Learning and AI? We're seeking enthusiastic interns to join our team for an immersive learning experience. Here's what you can expect: ...


  • india Machine Learning Studies Full time

    Internship Opportunity: Machine Learning and AI Please fill out the questionnaire at (You will have to copy-paste the link, apologies for inconvenience) Are you passionate about diving deep into the realms of Machine Learning and AI? We're seeking enthusiastic interns to join our team for an immersive learning experience. Here's what you can expect:...


  • India Machine Learning Studies Full time

    Internship Opportunity: Machine Learning and AI Please fill out the questionnaire at (You will have to copy-paste the link, apologies for inconvenience) Are you passionate about diving deep into the realms of Machine Learning and AI? We're seeking enthusiastic interns to join our team for an immersive learning experience. Here's what you can expect:...


  • india IntelliPredikt Technologies Full time

    Company Description (www.intellipredikt.com)IntelliPredikt Technologies is a technology focused data-driven organization, with a vision and passion to provide Prognostics solutions for the Connected world. With our state of art Embedded and Platform solutions, we are enabling Scalable Intelligent Prognostics Systems for Connected Vehicles and...


  • india IntelliPredikt Technologies Full time

    Company Description ( IntelliPredikt Technologies is a technology focused data-driven organization, with a vision and passion to provide Prognostics solutions for the Connected world. With our state of art Embedded and Platform solutions, we are enabling Scalable Intelligent Prognostics Systems for Connected Vehicles and Machines.  IntelliPredikt...


  • India Lakshmikumaran and Sridharan Full time

    Hiring Senior Machine Learning Engineer for Delhi Location We are passionate about leveraging cutting-edge technologies to drive business solutions. The ideal candidate will have extensive experience in machine learning, deep learning, and a proven track record of implementing and deploying machine learning models in real-world applications, with a strong...


  • India AKS ProTalent Full time

    We are actively searching for a talented and experienced Machine Learning (ML) Engineer to join our team. As a Machine Learning Engineer, you will play a crucial role in the development and implementation of cutting-edge artificial intelligence products. Your responsibilities will involve designing and constructing sophisticated machine learning models, as...


  • India Global Efficiency Management Full time

    Company Description Global Efficiency Management builds adaptable technical teams to solve complex technical problems and help businesses scale. The management team closely monitors projects to ensure success, and technical teams continuously learn new skills to adapt to the evolving technical landscape. Role Description This is a remote contract ...


  • India Global Efficiency Management Full time

    Company Description Global Efficiency Management builds adaptable technical teams to solve complex technical problems and help businesses scale. The management team closely monitors projects to ensure success, and technical teams continuously learn new skills to adapt to the evolving technical landscape. Role Description This is a remote contract role for...


  • India Global Efficiency Management Full time

    Company DescriptionGlobal Efficiency Management builds adaptable technical teams to solve complex technical problems and help businesses scale. The management team closely monitors projects to ensure success, and technical teams continuously learn new skills to adapt to the evolving technical landscape.Role DescriptionThis is a remote contract role for a...


  • India Global Efficiency Management Full time

    Company Description Global Efficiency Management builds adaptable technical teams to solve complex technical problems and help businesses scale. The management team closely monitors projects to ensure success, and technical teams continuously learn new skills to adapt to the evolving technical landscape. Role Description This is a remote contract ...


  • India Norstella Full time

    Machine Learning Engineer About us: Why Norstella? Norstella unites market-leading companies that all have a shared goal of improving patient access. Each organization (Evaluate, Citeline, MMIT, Panalgo, The Dedham Group) delivers must-have answers for critical strategic and commercial decision-making. Together, we help our clients: Assess the market...


  • india ValueLabs Full time

    About the Company: ValueLabs is hiring for a contract job for an Azure Machine Learning Engineer. The company values advanced statistical analysis, predictive modeling, and machine learning. About the Role: The key responsibilities include proficiency in Python, SQL, and various libraries, as well as experience with the Azure ecosystem and Big Data...


  • India ValueLabs Full time

    About the Company: ValueLabs is hiring for a contract job for an Azure Machine Learning Engineer. The company values advanced statistical analysis, predictive modeling, and machine learning.About the Role: The key responsibilities include proficiency in Python, SQL, and various libraries, as well as experience with the Azure ecosystem and Big Data...


  • India ValueLabs Full time

    About the Company: ValueLabs is hiring for a contract job for an Azure Machine Learning Engineer. The company values advanced statistical analysis, predictive modeling, and machine learning. About the Role: The key responsibilities include proficiency in Python, SQL, and various libraries, as well as experience with the Azure ecosystem and Big Data...


  • india ClearTrail Technologies Full time

    What We Do:At ClearTrail, work is more than ‘just a job’. Our calling is to develop solutions that empower those dedicated to keep their people, places and communities safe. For over 22 years, law enforcement & federal agencies across the globe have trusted ClearTrail as their committed partner in safeguarding nations & enriching lives. We are...


  • India goML Full time

    Looking for a culture to thrive & build a rewarding career for yourself, join the core team of young hustlers building the next generation of Machine Learning platform & services. You will develop training and deployment pipelines for machine learning, implement model compression algorithms, and productionize machine learning research solving challenging...


  • India goML Full time

    Looking for a culture to thrive & build a rewarding career for yourself, join the core team of young hustlers building the next generation of Machine Learning platform & services. You will develop training and deployment pipelines for machine learning, implement model compression algorithms, and productionize machine learning research solving challenging...


  • India goML Full time

    Looking for a culture to thrive & build a rewarding career for yourself, join the core team of young hustlers building the next generation of Machine Learning platform & services. You will develop training and deployment pipelines for machine learning, implement model compression algorithms, and productionize machine learning research solving challenging...