Senior Machine Learning Engineer

3 weeks ago

Old Toronto, Canada Extreme Networks Full time

Extreme Networks Named to Computerworld’s 2023 List of Best Places to Work in IT

Over 50,000 customers globally trust our end-to-end, cloud-driven networking solutions and rely on our top-rated services and support to accelerate their digital transformation efforts and deliver progress like never before and with double digit growth year over year, no provider is better positioned to deliver better outcomes on scale, than Extreme.

We believe in  “walking the walk”  of our strong core values which enable us to successfully advance together. Diversity and Inclusion is a vital part of our values and beliefs, and we’re proud to foster an environment where every Extreme employee can thrive. 

Come become part of something big with us We are a global leader, with hubs in North America, South America, Asia Pacific, Europe, and the Middle East.

Introduction:

Extreme Networks is on the cutting edge of technology, pushing boundaries and creating revolutionary networking experiences. We are seeking a versatile and innovative Machine Learning Scientist to join our Core Modelling Team. The successful candidate will work on ground-breaking projects aiming to optimize network planning, design, security, operations, and support through real-time event detection, future occurrence prediction, scenario planning, and configuration optimization. 

Responsibilities
  • Developing innovative machine learning models for network optimization, prediction, and troubleshooting. 
  • Applying expertise in Graph ML, Classic ML (regression/classification), Deep Learning, Causality, and Optimization techniques. 
  • Develop and utilize mathematical models to solve complex network problems. 
  • Conducting research to develop models and validate their feasibility, performance, and relevance. 
  • Ensuring interpretability and usability of the models for network optimization and troubleshooting. 
  • Transform validated models into modular features, ensuring they meet the set engineering criteria 
  • Participating in the iterative process of model development, including framing problems, developing hypotheses, designing and conducting experiments, and synthesizing findings. 
  • Develop and execute automated tests to ensure the quality, functionality, and compatibility of new features. 
  • Work closely with the Engineering Team to address any issues or concerns during the integration process. 
  • Communicating the progress, challenges, and needs during the model development process to the Engineering Program Manager. 
Qualifications:
  • PhD or Master's degree in Computer Science, Data Science, Artificial Intelligence, or a related field. 
  • 5+ years of proven experience as a Data Scientist, Machine Learning Developer or similar role. At least 2 years of experience building ML Systems. 
  • Solid understanding of machine learning principles, algorithms, and applications. 
  • Expertise in Graph ML, Classic ML (regression/classification), Deep Learning, Causality, and Optimization techniques. 
  • Proficiency in Python and experience with libraries such as TensorFlow, PyTorch, Scikit-learn, and Dask. 
  • Experience with distributed machine learning and proficiency in using Dask for parallel computing. 
  • Excellent understanding of data structures, data modeling. 
  • Excellent problem-solving skills, attention to detail, and ability to work in a team-oriented environment. 
  • Strong communication skills to effectively collaborate with team members and report to management. 
Desired Qualities
  • Experience with networks is a significant asset. 
  • Experience with graph databases, specifically Neo4j, for network topology and service modelling is a significant asset. 
  • Demonstrates a 'can-do' attitude, always seeking innovative solutions, and pushing boundaries. 
  • Maintains a startup mindset, thriving in a dynamic, fast-paced environment, and contributing positively to team energy. 
  • Understands that the goal is not to use the most complex algorithm but to bring real value to our users. 
We are looking for a Machine Learning Scientist who is passionate about pushing the boundaries of what is possible. If you're driven by curiosity, love problem-solving, and want to make a significant impact on a revolutionary project, we'd love to hear from you. 

Extreme Networks, Inc. (EXTR ) creates effortless networking experiences that enable all of us to advance. We push the boundaries of technology leveraging the powers of machine learning, artificial intelligence, analytics, and automation. Over 50,000 customers globally trust our end-to-end, cloud-driven networking solutions and rely on our top-rated services and support to accelerate their digital transformation efforts and deliver progress like never before. For more information, visit Extreme's website  or follow us on Twitter, LinkedIn, and Facebook.

We encourage people from underrepresented groups to apply. Come Advance with us In keeping with our values, no employee or applicant will face discrimination/harassment based on: race, color, ancestry, national origin, religion, age, gender, marital domestic partner status, sexual orientation, gender identity, disability status, or veteran status. Above and beyond discrimination/harassment based on “protected categories,” Extreme Networks also strives to prevent other, subtler forms of inappropriate behavior (e.g., stereotyping) from ever gaining a foothold in our organization. Whether blatant or hidden, barriers to success have no place at Extreme Networks.

#J-18808-Ljbffr

  • Machine Learning Engineer

    4 days ago

    Old Toronto, Canada The Institute for Performance and Learning Full time

    Boosted.ai is a fintech company headquartered in Toronto, Canada with offices in New York City. We provide AI tools to asset managers to augment their equity capital markets research. Boosted.ai empowers finance professionals to use AI and machine learning to sort through massive amounts of data to find stock opportunities. We are a well funded, post...

  • Machine Learning Engineer

    2 weeks ago

    Old Toronto, Canada The Institute for Performance and Learning Full time

    Boosted.ai is a fintech company headquartered in Toronto, Canada with offices in New York City. We provide AI tools to asset managers to augment their equity capital markets research. Boosted.ai empowers finance professionals to use AI and machine learning to sort through massive amounts of data to find stock opportunities. We are a well funded, post...

  • Senior Machine Learning Engineer

    2 weeks ago

    Old Toronto, Canada Tali AI Full time

    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,"...

  • Senior Machine Learning Engineer

    2 weeks ago

    Old Toronto, Canada Tali AI Full time

    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,"...

  • Senior Machine Learning Engineer

    2 weeks ago

    Old Toronto, Canada Tali AI Full time

    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,"...

  • Senior Machine Learning Engineer

    2 weeks ago

    Old Toronto, Canada Tali AI Full time

    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,"...

  • Senior Machine Learning Engineer

    4 days ago

    Old Toronto, Canada Manulife Insurance Malaysia Full time

    Senior Machine Learning Engineer page is loaded Senior Machine Learning Engineer Apply locations Toronto, Ontario time type Full time posted on Posted Yesterday job requisition id JR24050358 We are a leading financial services provider committed to making decisions easier and lives better for our customers and colleagues...

  • Senior Machine Learning Engineer

    4 days ago

    Old Toronto, Canada Manulife Insurance Malaysia Full time

    Senior Machine Learning Engineer page is loaded Senior Machine Learning Engineer Apply locations Toronto, Ontario time type Full time posted on Posted Yesterday job requisition id JR24050358 We are a leading financial services provider committed to making decisions easier and lives better for our customers and colleagues...

  • Senior Machine Learning Engineer

    4 days ago

    Old Toronto, Canada Manulife Insurance Malaysia Full time

    Senior Machine Learning Engineer page is loaded Senior Machine Learning Engineer Apply locations Toronto, Ontario time type Full time posted on Posted Yesterday job requisition id JR24050358 We are a leading financial services provider committed to making decisions easier and lives better for our customers and colleagues...

  • Senior Machine Learning Engineer

    2 weeks ago

    Old Toronto, Canada Hour Consulting Full time

    HouR Client is a trailblazing technology platform that harnesses the power of artificial intelligence to estimate Canadian home values in real-time accurately. With a single click, users can obtain precise automated home valuations for any listing in seconds. Their algorithm even identifies comparable nearby sold properties, empowering buyers to make...

  • Senior Machine Learning Engineer

    2 weeks ago

    Old Toronto, Canada Hour Consulting Full time

    HouR Client is a trailblazing technology platform that harnesses the power of artificial intelligence to estimate Canadian home values in real-time accurately. With a single click, users can obtain precise automated home valuations for any listing in seconds. Their algorithm even identifies comparable nearby sold properties, empowering buyers to make...

  • Senior Machine Learning Engineer

    2 weeks ago

    Old Toronto, Canada Hour Consulting Full time

    HouR Client is a trailblazing technology platform that harnesses the power of artificial intelligence to estimate Canadian home values in real-time accurately. With a single click, users can obtain precise automated home valuations for any listing in seconds. Their algorithm even identifies comparable nearby sold properties, empowering buyers to make...

  • Senior Machine Learning Engineer

    2 weeks ago

    Old Toronto, Canada Hour Consulting Full time

    HouR Client is a trailblazing technology platform that harnesses the power of artificial intelligence to estimate Canadian home values in real-time accurately. With a single click, users can obtain precise automated home valuations for any listing in seconds. Their algorithm even identifies comparable nearby sold properties, empowering buyers to make...

  • Senior Machine Learning Engineer – LLM’s

    4 weeks ago

    Old Toronto, Canada Wyatt Partners Full time

    Senior Machine Learning Engineer – LLM’s Tech scale up developing democratized AI Technology, backed by one of the worlds leading AI investors with multiple successes & exits.You’ll have experience with LLM’s and Reinforcement learning.BA in Computer Science (Masters or PhD preferred) or related fieldEager to learn, to work with and integrate...

  • Senior Machine Learning Engineer – LLM’s

    4 weeks ago

    Old Toronto, Canada Wyatt Partners Full time

    Senior Machine Learning Engineer – LLM’s Tech scale up developing democratized AI Technology, backed by one of the worlds leading AI investors with multiple successes & exits.You’ll have experience with LLM’s and Reinforcement learning.BA in Computer Science (Masters or PhD preferred) or related fieldEager to learn, to work with and integrate...

  • Senior Machine Learning Engineer – LLM’s

    4 weeks ago

    Old Toronto, Canada Wyatt Partners Full time

    Senior Machine Learning Engineer – LLM’s Tech scale up developing democratized AI Technology, backed by one of the worlds leading AI investors with multiple successes & exits.You’ll have experience with LLM’s and Reinforcement learning.BA in Computer Science (Masters or PhD preferred) or related fieldEager to learn, to work with and integrate...

  • Machine Learning Engineer

    1 week ago

    Toronto, ON, Canada The Institute for Performance and Learning Full time

    Boosted.ai is a fintech company headquartered in Toronto, Canada with offices in New York City. We provide AI tools to asset managers to augment their equity capital markets research. Boosted.ai empowers finance professionals to use AI and machine learning to sort through massive amounts of data to find stock opportunities. We are a well funded, post...

  • Machine Learning Engineer

    1 month ago

    Old Toronto, Canada Quincus Full time

    “Make every logistics journey your best one yet”The Company.Founded in 2014, Quincus is a B2B supply chain operating SaaS platform headquartered inSingapore. We solve today's global supply chain challenges with groundbreaking technology. Using AI and machine learning, we have digitized and optimized the logistics process while giving customers full...

  • Machine Learning Engineer

    1 month ago

    Toronto, Canada Bitstrapped Full time

    We are seeking a highly skilled and experienced Machine Learning Engineer to join our team. As a Machine Learning Engineer, you will play a key role in developing and deploying machine learning models on Google Cloud, with a focus on generative AI and large language models, primarily text-based. This is an opportunity to work on cutting-edge projects and...

  • Machine Learning Engineer

    1 month ago

    Toronto, Canada Bitstrapped Full time

    We are seeking a highly skilled and experienced Machine Learning Engineer to join our team. As a Machine Learning Engineer, you will play a key role in developing and deploying machine learning models on Google Cloud, with a focus on generative AI and large language models, primarily text-based. This is an opportunity to work on cutting-edge projects and...