Principal/Staff/Senior Machine Learning Engineer

3 weeks ago

Raleigh, United States 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:

5+ years of proven experience as a Data Scientist, Machine Learning Developer or similar role. At least 2 years of experience building ML Systems.  PhD or Master's degree in Computer Science, Data Science, Artificial Intelligence, or a related field.  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.

  • Senior Machine Learning Engineer

    3 weeks ago

    Raleigh, United States DataFielder Inc Full time

    We are actively seeking a Senior Machine Learning Engineer to contribute to innovative projects for a prestigious Global Financial Services organization. This is a prime opportunity for a candidate who excels in crafting bespoke and technically complex machine learning solutions. The role will be based in a hybrid work environment in Raleigh, NC, and offers...

  • Senior Machine Learning Engineer

    2 months ago

    Raleigh, United States DataFielder Inc Full time

    Job DescriptionJob DescriptionWe are actively seeking a Senior Machine Learning Engineer to contribute to innovative projects for a prestigious Global Financial Services organization. This is a prime opportunity for a candidate who excels in crafting bespoke and technically complex machine learning solutions. The role will be based in a hybrid work...

  • Senior Machine Learning Engineer

    3 weeks ago

    Raleigh, United States DataFielder Inc Full time

    Job DescriptionJob DescriptionWe are actively seeking a Senior Machine Learning Engineer to contribute to innovative projects for a prestigious Global Financial Services organization. This is a prime opportunity for a candidate who excels in crafting bespoke and technically complex machine learning solutions. The role will be based in a hybrid work...

  • Machine Learning

    2 weeks ago

    Raleigh, United States CareerBuilder Full time

    Were on a mission to democratize AI by building the definitive AI data development platform. The AI landscape has gone through incredible change between 2016, when Snorkel started as a research project in the Stanford AI Lab, to the generative AI breakthroughs of today. But one thing has remained constant: the data you use to build AI is the key to achieving...

  • Principal/Senior Electronic Design Engineer

    4 weeks ago

    Raleigh, United States DAS Technology Group Full time

    Job DescriptionJob DescriptionWelcome to DAS Technology Group; we are specialized recruiters for the Semiconductor, RF & Defense/Space Industry. We are working on behalf of our client who designs and manufactures semiconductor products for a variety of very exciting high speed and defense applications. We're looking forward to working with you. If your...

  • Principal/Senior Electronic Design Engineer

    3 weeks ago

    Raleigh, United States DAS Technology Group Full time

    Job DescriptionJob DescriptionWelcome to DAS Technology Group; we are specialized recruiters for the Semiconductor, RF & Defense/Space Industry. We are working on behalf of our client who designs and manufactures semiconductor products for a variety of very exciting high speed and defense applications. We're looking forward to working with you. If your...

  • Machine Learning Engineer, On-Device

    4 weeks ago

    Raleigh, United States Grammarly Full time

    Grammarly is excited to offer a remote-first hybrid working model . Team members work primarily remotely in the United States, Canada, Ukraine, Germany, or Poland. Certain roles have specific location requirements to facilitate collaboration at a particular Grammarly hub. All roles have an in-person component: Conditions permitting, teams meet 2–4 weeks...

  • Machine Learning Engineer, On-Device

    3 weeks ago

    Raleigh, United States Grammarly Full time

    Grammarly is excited to offer a remote-first hybrid working model . Team members work primarily remotely in the United States, Canada, Ukraine, Germany, or Poland. Certain roles have specific location requirements to facilitate collaboration at a particular Grammarly hub. All roles have an in-person component: Conditions permitting, teams meet 2–4 weeks...

  • Machine Learning Engineer, On-Device

    5 days ago

    Raleigh, North Carolina, United States Grammarly Full time

    Grammarly is excited to offer a remote-first hybrid working model . Team members work primarily remotely in the United States, Canada, Ukraine, Germany, or Poland. Certain roles have specific location requirements to facilitate collaboration at a particular Grammarly hub. All roles have an in-person component: Conditions permitting, teams meet 2–4 weeks...

  • Machine Learning

    1 week ago

    Raleigh, United States Snorkel AI Full time

    We're on a mission to democratize AI by building the definitive AI data development platform. The AI landscape has gone through incredible change between 2016, when Snorkel started as a research project in the Stanford AI Lab, to the generative AI breakthroughs of today. But one thing has remained constant: the data you use to build AI is the key to...

  • Machine Learning

    3 weeks ago

    Raleigh, United States Snorkel AI Full time

    We're on a mission to democratize AI by building the definitive AI data development platform. The AI landscape has gone through incredible change between 2016, when Snorkel started as a research project in the Stanford AI Lab, to the generative AI breakthroughs of today. But one thing has remained constant: the data you use to build AI is the key to...

  • Electrical Principal Engineer

    4 weeks ago

    Raleigh, United States Dewberry Full time

    Job Description: Our Raleigh, NC office is looking for an Electrical Princip le Engineer who will be responsible for providing operational and technical guidance for our design resources in all areas of work we do associated with electrical engineering. The Prinicipal Engineer will assist the Electrical Department Managers within a Business Unit/Office by...

  • Electrical Principal Engineer

    5 days ago

    Raleigh, North Carolina, United States Dewberry Full time

    Job Description:Our Raleigh, NC office is looking for an Electrical Princip le Engineer who will be responsible for providing operational and technical guidance for our design resources in all areas of work we do associated with electrical engineering. The Prinicipal Engineer will assist the Electrical Department Managers within a Business Unit/Office by...

  • Electrical Principal Engineer

    2 weeks ago

    Raleigh, United States Dewberry Full time

    Job Description Dewberry’s Raleigh, NC office includes over 200 design professionals, including a large Mechanical, Electrical, Plumbing, and Structural (MEPS) Group focused on design services for clients in North Carolina, Virginia, and South Carolina. Our experience includes all major healthcare systems, higher education, K-12 schools, central...

  • Principal Full Stack Software Engineer

    2 months ago

    Raleigh, United States ARA Full time

    If you want to accelerate your career growth and are passionate about applying your expertise to solve problems of national importance, then we have the job you are looking for! You will be able to achieve your personal and professional goals in a stable environment that emphasizes and rewards the entrepreneurial spirit. We are seeking a highly skilled...

  • Principal Software Engineer

    5 days ago

    Raleigh, North Carolina, United States Marriott Full time

    Job Category: Information TechnologyLocation: Marriott International HQ, 7750 Wisconsin Avenue, Bethesda, Maryland, United StatesSchedule: Full-TimeLocated Remotely? YesRelocation: NoPosition Type: ManagementJOB SUMMARYPrincipal Software Engineer (Web Platform)In this role, you'll lead the development of our cutting-edge UI platform, working collaboratively...

  • Principal Mechanical Engineer

    4 weeks ago

    Raleigh, United States Saint-Gobain Full time

    This position is a remote/home based position that requires travel up to 60% as the role permits to any of our Roofing plants within the domestic U.S. . The incumbent will manage the development and safe implementation of equipment and installation (packages) within capital projects for the CertainTeed Roofing manufacturing plants including process design...

  • Principal Mechanical Engineer

    1 week ago

    Raleigh, United States Saint-Gobain Full time

    This position is a remote/home based position that requires travel up to 60% as the role permits to any of our Roofing plants within the domestic U.S. . The incumbent will manage the development and safe implementation of equipment and installation (packages) within capital projects for the CertainTeed Roofing manufacturing plants including process design...

  • Principal Mechanical Engineer

    1 day ago

    Raleigh, United States Saint Gobain Glass Full time

    This position is a remote/home based position that requires travel up to 60% as the role permits to any of our Roofing plants within the domestic U.S. . The incumbent will manage the development and safe implementation of equipment and installation (packages) within capital projects for the CertainTeed Roofing manufacturing plants including process design...

  • Staff Software Engineer

    5 days ago

    Raleigh, North Carolina, United States The Brixton Group, Inc. Full time

    We're looking for someone with strong hands-on technology leadership, experience building next-gen systems, and an expertise in cloud native application development, microservices, APIs, etc. - As a Staff Engineer, you'll have a strategic part of your role working with cross functional teams to influence the technical direction of the solution, while...