Machine Learning Engineer

5 days ago


Vancouver, British Columbia, Canada Fortinet, Inc. Full time
Job Description
As a Senior Machine Learning Developer at Fortinet, you will be responsible for designing and implementing machine learning solutions to enhance our security intelligence platforms. You will work closely with cross-functional teams to evaluate existing machine learning processes, identify areas for improvement, and develop new solutions to drive business growth.

Main Responsibilities:
- Develop and implement machine learning models to detect and prevent cyber threats.
- Collaborate with data scientists to design and develop data pipelines and data warehousing solutions.
- Work with engineers to integrate machine learning models into our security products.
- Develop and maintain high-quality documentation for machine learning processes and models.
- Stay up-to-date with the latest advancements in machine learning and apply this knowledge to improve our security intelligence platforms.

Requirements:
- Bachelor's degree in computer science, data science, mathematics, or a related field.
- Master's degree in Natural Language Processing, Machine Learning, or similar will be advantageous.
- Past experience in developing code embeddings, of any programming language for a real-world ML application.
- Understanding of advanced threat detection using static and dynamic ML.
- At least two years' experience as a machine learning developer.
- Advanced proficiency with Python code writing.
- Experience in practical MLOps, and knowledge of Data Version Control, Git/SVN.
- Extensive knowledge of ML frameworks, libraries, data structures, data modeling, and software architecture.
- In-depth knowledge of mathematics, statistics, and algorithms.
- Superb analytical and problem-solving abilities.
- Great communication and collaboration skills.
- Excellent time management and organizational abilities.

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