Jobs
>
Toronto

    Senior Machine Learning Engineer, NLP - Toronto, Canada - BenchSci

    BenchSci
    BenchSci Toronto, Canada

    1 week ago

    Default job background
    Full time (Remote)
    Description
    We are seeking a Senior Machine Learning Engineer - NLP to join our growing ML team. You will work on complex and challenging NLP problems that will have an impact on the 41,000+ scientists across the world who rely on BenchSci for their research. Reporting to the Engineering Manager, ML, we're seeking someone with a deep expertise in Python, data engineering, and NLP, especially with LLMs (like GPT-4, Gemini, Claude) and SLMs (like Mistral, Llama v2 and other <7B parameter models). The ideal candidate should have a recent track record in fine tuning these models and deploying robust NLP systems in production, with experience in the biomedical field considered a plus. In this role, you will have the opportunity to apply state-of-the-art solutions that will shape the future of scientific discovery. BenchSci is a remote first organization. At this moment, we are welcoming applicants from Canada, the US and the UK for this position.

    You Will

  • Design, build, evaluate, and deploy advanced ML models, with a focus on NLP and specifically LLMs and SLMs, enhancing the speed and quality of research outputs.
  • Lead the integration and finetuning of LLMs (like GPT, Gemini, Claude) and SLMs (like Mistral, Llama, Gemma) using methods such as HyDE, RAG, PEFT, qLORA, and LORA to extract and generate insights from complex datasets.
  • Collaborate with data engineering teams to develop robust data pipelines and with infrastructure engineers to deploy scalable and efficient NLP systems in production environments.
  • Stay ahead in the field by researching and implementing cutting-edge techniques in NLP, and optimize machine learning workflows using the latest advancements in tools like PyTorch and DVC.
  • Drive technical discussions, apply best practices in machine learning and NLP, and lead problem resolution to ensure high-quality solutions.
  • Take ownership of long-term technical strategies that foster innovation and drive the company's mission forward.
  • Engage with cross-functional teams, including R&D scientists and the Chief Science Officer, to understand and model biological complexities, contributing to interdisciplinary knowledge sharing.
  • Lead and contribute to agile practices such as sprint planning, estimation, design, and code reviews to maintain a robust development process.
  • Mentor junior engineers, promote a culture of learning and excellence, and establish industry-leading best practices in machine learning and NLP system development.

    • You Have:

  • 5+ years of experience in applying advanced machine learning and NLP techniques, with a proven track record in deploying production-ready systems.
  • Expert proficiency in Python and core programming concepts, with extensive experience in NLP technologies and frameworks like PyTorch.
  • You have demonstrated familiarity with LLMs (GPT, Gemini, Claude) and SLMs (Mistral, Llama, Gemma) in your recent work or projects..Demonstrated ability in designing, building, and evaluating robust and scalable ML models, with a keen eye for scalability, performance, and detail-oriented problem-solving.
  • Strong skills in data engineering, including manipulation and processing with SQL, pandas, or similar technologies, and experience in fine tuning techniques such as HyDE, RAG, PEFT, qLORA, and continuous learner with a growth mindset, always seeking to advance skills and knowledge in the evolving field of machine learning and NLP.
  • Excellent communication and collaboration abilities, with experience working cross-functionally with technical and non-technical teams to drive innovative solutions.
  • Bonus: Published research or literature in the field of machine learning or natural language processing is a plus but not required.
    • Benefits and Perks: An engaging remote-first culture A great compensation package that includes BenchSci equity optionsA robust vacation policy plus an additional vacation day every yearCompany closures for 14 more days throughout the yearFlex time for sick days, personal days, and religious holidaysComprehensive health and dental benefits.Annual learning & development budgetA one-time home office set-up budget to use upon joining BenchSciAn annual lifestyle spending account allowanceGenerous parental leave benefits with a top-up plan or paid time off optionsThe ability to save for your retirement coupled with a company match About BenchSci: BenchSci's mission is to exponentially increase the speed and quality of life-saving research and development. We empower scientists to run more successful experiments with the world's most advanced, biomedical artificial intelligence software platform. Backed by Generation Investment Management, TCV, Inovia, F-Prime, Golden Ventures, and Google's AI fund, Gradient Ventures, we provide an indispensable tool for scientists that accelerates research at 16 top 20 pharmaceutical companies and over 4,300 leading academic centers. We're a certified Great Place to Work, and top-ranked company on Glassdoor. Our Culture: BenchSci relentlessly builds on its strong foundation of culture. We put team members first, knowing that they're the organization's beating heart. We invest as much in our people as our products. Our culture fosters transparency, collaboration, and continuous learning. We value each other's differences and always look for opportunities to embed equity into the fabric of our work. We foster diversity, autonomy, and personal growth, and provide resources to support motivated self-leaders in continuous improvement. You will work with high-impact, highly skilled, and intelligent experts motivated to drive impact and fulfill a meaningful mission. We empower you to unleash your full potential, do your best work, and thrive. Here you will be challenged to stretch yourself to achieve the seemingly impossible. Learn more about our . Diversity, Equity and Inclusion: We're committed to creating an inclusive environment where people from all backgrounds can thrive. We believe that improving diversity, equity and inclusion is our collective responsibility, and this belief guides our DEI journey. Learn more about our . Accessibility Accommodations: Should you require any accommodation, we will work with you to meet your needs. Please reach out to .#LI-Remote
  • Calabrio

    Software Engineer, NLP/ML

    5 days ago

    Calabrio Toronto, Canada Full time

    Calabrio is looking for a highly skilled and experienced Software Engineer, NLP/ML to perform a key role in our digital transformation program, and deliver exceptional customer experience supported by trusted, and resilient business solutions. As an NLP/ML Software Engineer, you ...

  • BenchSci

    Senior Machine Learning Engineer, NLP

    17 hours ago

    BenchSci Old Toronto, Canada

    We are seeking a Senior Machine Learning Engineer - NLP to join our growing ML team. You will work on complex and challenging NLP problems that will have an impact on the 41,000+ scientists across the world who rely on BenchSci for their research. Reporting to the Engineering Man ...

  • NLP PEOPLE

    NLP Data Acquisition Engineer Software Engineer

    9 hours ago

    NLP PEOPLE Burlington, Canada

    Engineer in the Healthcare Research organization working on building a state of the art clinical language understanding system, by creating appropriate corpora. Major duty is to select and distribute data for annotation to internal staff, collect and analyze the annotated data an ...

  • S&P Global

    Data Scientist

    3 days ago

    S&P Global Toronto, Canada

    **About the Role**: · **Grade Level (for internal use)**: 09 · **The Role**: Data Scientist · - NLP, LLM and GenAI · **Responsibilities**: · **ML, Gen AI, NLP, LLM Model Development**: Design and develop custom ML, Gen AI, NLP, LLM Models for batch and stream processing-based AI ...

  • S&P Global

    Lead Data Scientist- Nlp, Llm and Genai

    3 days ago

    S&P Global Toronto, Canada

    **About the Role**: · **Grade Level (for internal use)**: 11 · **The Role**: Lead Data Scientist · - NLP, LLM and GenAI · **Responsibilities**: · **ML, Gen AI, NLP, LLM Model Development**: Design and develop custom ML, Gen AI, NLP, LLM Models for batch and stream processing-base ...

  • NLP PEOPLE

    NLP Data Acquisition Engineer Software Engineer

    1 week ago

    NLP PEOPLE Burlington, ON, Canada

    Engineer in the Healthcare Research organization working on building a state of the art clinical language understanding system, by creating appropriate corpora. Major duty is to select and distribute data for annotation to internal staff, collect and analyze the annotated data an ...

  • SRED

    Technical Consultant

    1 week ago

    SRED Toronto, Canada

    has built a revolutionary AI NLP- powered SR&ED platform to modernize the approach to SR&ED consulting. With our team of high caliber SR&ED experts, we use our powerful platform to automate the painful documentation process for our clients. · We are looking for a highly motivated ...

  • SRED

    Technical Consultant

    1 week ago

    SRED Toronto, Canada

    has built a revolutionary AI NLP- powered SR&ED platform to modernize the approach to SR&ED consulting. With our team of high caliber SR&ED experts, we use our powerful platform to automate the painful documentation process for our clients. · We are looking for a highly motivated ...

  • Intuit

    Staff Data Scientist

    2 days ago

    Intuit Toronto, Canada

    **Overview**: · Intuit is looking for innovative and hands-on Staff Data Scientist to join the Intuit AI team. · **What you'll bring**: · - 4+ years of industry experience with data science · - BS, MS or PhD in Statistics, Mathematics, Computer Science, Economics, Operations Rese ...

  • owl

    Principal Product Manager

    1 week ago

    owl Toronto, Canada

    is a software company that enables insurers to fight illegitimate claims at scale while removing human bias from the process. Our clients are the top insurance companies across North America, and they are achieving incredible results through our AI-powered, evidence-based platfor ...

  • Epsilon Solutions

    Data Scientist

    4 days ago

    Epsilon Solutions Toronto, Canada

    **Role: Data Scientist** · **Location: Toronto, CA** · **Hire Type: Fulltime** · - **Minimum 5 years of experience in Data Science and Machine Learning**: · - **In-depth knowledge of machine learning, deep learning, and generative AI techniques**: · - **Knowledge and experience i ...

  • Cloudious

    Machine Learning

    1 week ago

    Cloudious Toronto, Canada

    **Mandatory Skillsets: · - ** · - 2+ years of experience building machine learning training pipelines or inference services in a production setting. · - Experience with LLM deployment, fine tuning, training, prompt engineering, etc. · - Experience with LLM inference latency optim ...

  • Experfy Inc

    Principal Data Scientist

    6 hours ago

    Experfy Inc Toronto, Canada

    **Opportunity Description** · We are seeking a Principal Data Scientist with strongly developed expertise in graph-based AI and related technologies to maximize utilization of data and knowledge in the client's data and digital transformation. · **ESSENTIAL EXPERIENCE**: · - Degr ...

  • St Michael's hospital

    Research Data Analyst Map Upstreamlab

    6 hours ago

    St Michael's hospital Toronto, Canada

    **Research Data Analyst MAP UpstreamLab (Job ID**: 3922) · At the Upstream Lab, our research is driven by the desire to promote health equity and address social determinants of health. We are currently looking for a Permanent full time Research Data Analyst, to join our data clus ...

  • Unity Health Toronto

    Research Data Analyst Map Upstreamlab

    4 days ago

    Unity Health Toronto Toronto, Canada

    At the Upstream Lab, our research is driven by the desire to promote health equity and address social determinants of health. We are currently looking for a **Permanent full time **Research Data Analyst, **to join our data cluster to support research projects focused on leveragin ...

  • TD Bank

    Machine Learning Scientist

    6 days ago

    TD Bank Toronto, Canada

    430389BR · Risk Management · Toronto, ON · Montreal, QC · January 23, 2024 · Hours · 37.5 · Workplace Model · Hybrid · Pay Details · Department Overview · TD Model Validation (MV) group is responsible for the independent validation and approval of analytical models used for credi ...

  • Experfy Inc

    Lead Data Scientist

    6 hours ago

    Experfy Inc Toronto, Canada

    **Opportunity Description** · We are seeking a Principal Data Scientist with strongly developed expertise in graph-based AI and related technologies to maximize utilization of data and knowledge in data and digital transformation. · **ESSENTIAL EXPERIENCE**: · - Lead - Master's d ...

  • Capgemini

    Data Lead/scientist

    1 week ago

    Capgemini Toronto, Canada

    Who you will be working with: · At Capgemini, we help our clients to embrace innovation and transformation to get the future they want. By combining strategy, technology, data science, and creative design expertise with an inventive mindset, we partner with our clients to innovat ...

  • Amazon Development Centre Canada ULC

    Applied Science Manager, Sponsored Products Scaled

    4 days ago

    Amazon Development Centre Canada ULC Toronto, Canada

    4+ years of applied research experience · - 3+ years of scientists or machine learning engineers management experience · - PhD, or Master's degree and 6+ years of applied research experience · - Knowledge of ML, NLP, Information Retrieval and Analytics · - Experience programming ...

  • TD Bank

    Machine Learning Scientist

    6 days ago

    TD Bank Toronto, Canada

    **Machine Learning Scientist**: · BR · **Job Category - Primary** · - Risk Management · **Work Location** · - 1350 Rene-Levesque Blvd Corporate, TD Centre - TD Tower - 66 Wellington Street West · **Employment Type** · - Regular · **City** · - Montreal, Toronto · **Time Type** · - ...