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    Senior Machine Learning Engineer - Toronto, ON, Canada - Tali AI

    Tali AI
    Tali AI Toronto, ON, Canada

    1 week ago

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    Description

    Physicians, the backbone of our healthcare system, have long been burdened by excessive administrative tasks and documentation requirements compounded by EMR regulations resulting in the widespread issue of physician burnout.

    The toll of spending 10-15 hours per week on these tasks has led to a concerning trend known as the "great resignation of healthcare," with doctors leaving their positions due to overwhelming stress and exhaustion.

    Tali AI is dedicated to tackling the issue of physician burnout through the development of a voice-enabled virtual assistant designed specifically for physicians.

    Our voice enabled AI innovative assistant streamlines their professional lives by significantly minimizing the time spent on documentation and administrative tasks.

    Tali AI is looking for a Senior Machine Learning Engineer to play a crucial role in advancing our capabilities in understanding, processing and generating natural language, as well as improving the accuracy and efficiency of our speech recognition systems.

    You have a degree in Computer Science, Engineering, or a related field with a focus on machine learning, NLP, ASR, or equivalent practical experience.

    You have at least 8 years of professional experience in machine learning engineering, with a strong emphasis on NLP and ASR.

    Proficiency in programming languages such as Python, Java, or C++ for implementing machine learning algorithms and building scalable systems.

    Deep understanding of NLP techniques including text classification, named entity recognition, sentiment analysis, and machine translation.
    Solid grasp of ASR concepts such as acoustic modeling, language modeling, and speech signal processing.
    Strong problem-solving skills and the ability to think creatively to overcome challenges in machine learning projects.
    Lead the design, development, and implementation of state-of-the-art machine learning models and algorithms for NLP and ASR applications.

    Collaborate with cross-functional teams including software engineers, data scientists, and product managers to integrate machine learning solutions into our products and services.

    Analyze and preprocess large volumes of text and speech data to extract meaningful insights and features for model training.

    Optimize model performance and scalability to meet stringent latency and throughput requirements.

    Conduct thorough experimentation and evaluation to assess the performance of NLP and ASR models and identify areas for improvement.

    Provide mentorship and guidance to junior members of the machine learning team, fostering a culture of continuous learning and innovation.


    Purpose:
    we care about our team and our community; Three weeks paid vacation and additional company-wide holiday between Dec 2- Jan 1
    ~ Quarterly socials & company outings
    ~ Fully remote work

    Interview with a Co-Founder/Executive Leader
    Decision Stage
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