NLP/GenAI Machine Learning Researcher

6 days ago

Burnaby, British Columbia, Canada Altea Healthcare Full time
Job Title: NLP/GenAI Machine Learning Scientist

Altea Healthcare is a leading healthcare organization committed to revolutionizing the delivery of outpatient/post-acute care. We are seeking an experienced Machine Learning Scientist/Engineer with deep subject matter expertise in NLP/GenAI Foundation Models to contribute to our AI team.

Key Responsibilities:
  • Design and develop the next generation of NLP, ML & AI products and services for healthcare, working with MLEs and software engineers to ship them into production.
  • Improve processes and tools to generate ground truth for building models.
  • Lead the model evaluation processes to ensure accuracy, fairness, and reproducibility.
  • Implement and design novel LM approaches inspired by relevant literature.
  • Stay up to date with the latest advancements in the field and implement state-of-the-art models from the literature for benchmarking.
  • Document model architectures, design decisions, and codebase to facilitate future maintenance and enhancements.
Requirements:
  • Master's or PhD degree in ML, NLP, information retrieval, or a related field.
  • Experience with state-of-the-art NLP algorithms and AI models.
  • Demonstrated experience with LLM techniques, including prompt optimization and parameter-efficient fine-tuning.
  • Demonstrated experience building foundation models.
  • 3+ years of experience training/pre-training/fine-tuning NLP/GenAI models.
  • Demonstrated experience experimenting/building architecture layers in neural networks and constructing customized loss functions.
  • Demonstrated experience with RAG, model distillation, reinforcement learning with human feedback (RLHF).
  • Experience with small and large language models, and multi-modal LLMs.
  • Familiarity with NLP similarity metrics and LLM-based evaluation frameworks (RAGAS).
  • Extensive experience with TensorFlow or PyTorch, HuggingFace, Transformers, LangChain, vectorDB, and cloud platforms (Azure).
What We Offer:
  • Competitive pay and benefits.
  • Extremely valuable startup stock options.
  • Full-time schedule with onsite work in Burnaby.

  • NLP/GenAI Machine Learning Researcher

    2 weeks ago

    Burnaby, British Columbia, Canada Altea Healthcare Full time

    Machine Learning Scientist/Engineer OpportunityAltea Healthcare is a leading healthcare organization dedicated to transforming outpatient and post-acute care delivery. We are seeking an experienced Machine Learning Scientist/Engineer with expertise in Natural Language Processing (NLP) and General Artificial Intelligence (GenAI) to join our team.Key...

  • NLP/GenAI Machine Learning Researcher

    2 weeks ago

    Burnaby, British Columbia, Canada Altea Healthcare Full time

    Machine Learning Scientist/Engineer OpportunityAltea Healthcare is a leading healthcare organization dedicated to transforming outpatient and post-acute care delivery. We are seeking an experienced Machine Learning Scientist/Engineer with expertise in Natural Language Processing (NLP) and General Artificial Intelligence (GenAI) to join our team.Key...

  • NLP/GenAI Machine Learning Researcher

    5 days ago

    Burnaby, British Columbia, Canada Altea Healthcare Full time

    Machine Learning Scientist/Engineer OpportunityAltea Healthcare is a leading healthcare organization dedicated to transforming outpatient and post-acute care delivery. We are seeking an experienced Machine Learning Scientist/Engineer with in-depth knowledge of NLP and GenAI foundation models.Key Responsibilities:Design and develop advanced NLP and GenAI...

  • NLP/GenAI Machine Learning Researcher

    5 days ago

    Burnaby, British Columbia, Canada Altea Healthcare Full time

    Machine Learning Scientist/Engineer OpportunityAltea Healthcare is a leading healthcare organization dedicated to transforming outpatient and post-acute care delivery. We are seeking an experienced Machine Learning Scientist/Engineer with in-depth knowledge of NLP and GenAI foundation models.Key Responsibilities:Design and develop advanced NLP and GenAI...

  • NLP/GenAI Machine Learning Expert

    3 weeks ago

    Burnaby, British Columbia, Canada Altea Healthcare Full time

    About Altea HealthcareAltea Healthcare is a leading healthcare organization dedicated to transforming the delivery of outpatient and post-acute care.Job SummaryWe are seeking an experienced Machine Learning Scientist/Engineer with in-depth knowledge of Natural Language Processing (NLP) and General Artificial Intelligence (GenAI) to join our team.Key...

  • NLP/GenAI Machine Learning Expert

    3 weeks ago

    Burnaby, British Columbia, Canada Altea Healthcare Full time

    About Altea HealthcareAltea Healthcare is a leading healthcare organization dedicated to transforming the delivery of outpatient and post-acute care.Job SummaryWe are seeking an experienced Machine Learning Scientist/Engineer with in-depth knowledge of Natural Language Processing (NLP) and General Artificial Intelligence (GenAI) to join our team.Key...

  • NLP/GenAI Machine Learning Researcher

    7 days ago

    Burnaby, British Columbia, Canada Altea Healthcare Full time

    Machine Learning Scientist/Engineer – NLP/GenAI Foundation ModelsWe are seeking a highly skilled Machine Learning Scientist/Engineer to join our AI team at Altea Healthcare. As a key member of our team, you will be responsible for designing, implementing, and deploying GenAI applications to improve care delivery and quality for post-acute patients.About...

  • NLP/GenAI Machine Learning Researcher

    7 days ago

    Burnaby, British Columbia, Canada Altea Healthcare Full time

    Machine Learning Scientist/Engineer – NLP/GenAI Foundation ModelsWe are seeking a highly skilled Machine Learning Scientist/Engineer to join our AI team at Altea Healthcare. As a key member of our team, you will be responsible for designing, implementing, and deploying GenAI applications to improve care delivery and quality for post-acute patients.About...

  • NLP/GenAI-Machine Learning Scientist

    3 days ago

    Burnaby, British Columbia, Canada Altea Healthcare Full time

    Machine Learning Scientist/Engineer – NLP/GenAI Foundation ModelsAltea Healthcare is a leading healthcare organization committed to revolutionizing the delivery of outpatient/post-acute care. We are seeking an experienced Machine Learning Scientist/Engineer with deep subject matter expertise in NLP/GenAI Foundation Models to contribute to designing,...

  • NLP/GenAI-Machine Learning Scientist

    3 days ago

    Burnaby, British Columbia, Canada Altea Healthcare Full time

    Machine Learning Scientist/Engineer – NLP/GenAI Foundation ModelsAltea Healthcare is a leading healthcare organization committed to revolutionizing the delivery of outpatient/post-acute care. We are seeking an experienced Machine Learning Scientist/Engineer with deep subject matter expertise in NLP/GenAI Foundation Models to contribute to designing,...

  • NLP/GenAI Machine Learning Expert

    3 weeks ago

    Burnaby, British Columbia, Canada Altea Healthcare Full time

    Job Title: NLP/GenAI Machine Learning ExpertAltea Healthcare is a leading healthcare organization committed to revolutionizing the delivery of outpatient/post-acute care. We are seeking an experienced Machine Learning Scientist/Engineer with deep subject matter expertise in NLP/GenAI Foundation Models to contribute significantly to designing, implementing,...

  • NLP/GenAI Machine Learning Expert

    3 weeks ago

    Burnaby, British Columbia, Canada Altea Healthcare Full time

    Job Title: NLP/GenAI Machine Learning ExpertAltea Healthcare is a leading healthcare organization committed to revolutionizing the delivery of outpatient/post-acute care. We are seeking an experienced Machine Learning Scientist/Engineer with deep subject matter expertise in NLP/GenAI Foundation Models to contribute significantly to designing, implementing,...

  • NLP/GenAI Foundation Models Expert

    2 weeks ago

    Burnaby, British Columbia, Canada Altea Healthcare Full time $150,000

    Machine Learning Scientist/Engineer – NLP/GenAI Foundation ModelsAt Altea Healthcare, we're revolutionizing outpatient/post-acute care delivery with cutting-edge technology.We're seeking an experienced Machine Learning Scientist/Engineer with deep expertise in NLP/GenAI Foundation Models to contribute to our AI team.This role will focus on designing,...

  • NLP/GenAI Foundation Models Expert

    2 weeks ago

    Burnaby, British Columbia, Canada Altea Healthcare Full time $150,000

    Machine Learning Scientist/Engineer – NLP/GenAI Foundation ModelsAt Altea Healthcare, we're revolutionizing outpatient/post-acute care delivery with cutting-edge technology.We're seeking an experienced Machine Learning Scientist/Engineer with deep expertise in NLP/GenAI Foundation Models to contribute to our AI team.This role will focus on designing,...

  • NLP/GenAI Foundation Models Engineer

    2 weeks ago

    Burnaby, British Columbia, Canada Altea Healthcare Full time

    Machine Learning Scientist/Engineer – NLP/GenAI Foundation ModelsAt Altea Healthcare, we are revolutionizing the delivery of outpatient/post-acute care by leveraging cutting-edge technologies. We are seeking an experienced Machine Learning Scientist/Engineer with deep subject matter expertise in NLP/GenAI Foundation Models to contribute to our AI team.This...

  • NLP/GenAI Foundation Models Engineer

    2 weeks ago

    Burnaby, British Columbia, Canada Altea Healthcare Full time

    Machine Learning Scientist/Engineer – NLP/GenAI Foundation ModelsAt Altea Healthcare, we are revolutionizing the delivery of outpatient/post-acute care by leveraging cutting-edge technologies. We are seeking an experienced Machine Learning Scientist/Engineer with deep subject matter expertise in NLP/GenAI Foundation Models to contribute to our AI team.This...

  • Senior Machine Learning Engineer

    3 weeks ago

    Burnaby, British Columbia, Canada Altea Healthcare Full time

    Job Title: Senior Machine Learning EngineerAltea Healthcare, a leading healthcare organization, is revolutionizing the delivery of outpatient/post-acute care. We are seeking an experienced Machine Learning Engineer to contribute to our AI team.Key Responsibilities:Develop and deploy production-ready ML models, focusing on scalability and monitoring across...

  • Senior Machine Learning Engineer

    3 weeks ago

    Burnaby, British Columbia, Canada Altea Healthcare Full time

    Job Title: Senior Machine Learning EngineerAltea Healthcare, a leading healthcare organization, is revolutionizing the delivery of outpatient/post-acute care. We are seeking an experienced Machine Learning Engineer to contribute to our AI team.Key Responsibilities:Develop and deploy production-ready ML models, focusing on scalability and monitoring across...

  • Postdoctoral Researcher: Artificial Intelligence in Education

    1 day ago

    Burnaby, British Columbia, Canada Society for Learning Analytics Research Full time

    The OpportunityWe are seeking a highly motivated and experienced postdoctoral researcher to join our team at the Society for Learning Analytics Research. The successful candidate will have a strong background in artificial intelligence and education, and will be responsible for conducting research studies using computer-based learning environments.Key...

  • Postdoctoral Researcher: Artificial Intelligence in Education

    1 day ago

    Burnaby, British Columbia, Canada Society for Learning Analytics Research Full time

    The OpportunityWe are seeking a highly motivated and experienced postdoctoral researcher to join our team at the Society for Learning Analytics Research. The successful candidate will have a strong background in artificial intelligence and education, and will be responsible for conducting research studies using computer-based learning environments.Key...