Machine Learning Engineer
4 days ago
Palo Alto Networks, Inc. is a cybersecurity leader that empowers organizations to protect their digital way of life.
We're seeking an experienced Machine Learning Engineer to join our Internet Security Research Team, where you'll work closely with data scientists, security researchers, and engineers to develop cutting-edge machine learning models and big data systems.
This role offers the opportunity to transform ideas into products that are part of the next generation security platform.
Job DescriptionIn this role, you will be responsible for designing and building machine learning systems while balancing cost and model performance.
You will also be responsible for productionizing your models/services and integrating with our back-end services and pipelines.
- Design and build machine learning systems while balancing cost and model performance
- Be responsible for productionizing your models/services and integrating with our back-end services and pipelines
- Set up automated training pipelines and develop data analytics tools to incrementally improve our performance on a growing dataset
- Collaborate closely with other experts on the team and Product Managers to gather requirements, design, and implement systems
- Work with other engineers and SREs on release/deployment
Your work will have a significant impact on shaping the future of cybersecurity.
RequirementsTo be successful in this role, you'll need:
- 8+ years or MS in Computer Science or a related field specialized in Machine Learning, or PhD with 2 years industry experience or equivalent military experience required.
- Proven creative thinker and team player, with great communication and collaboration skills and desire to make a difference
- Proficient in NLP, Deep Learning, Machine Learning, LLM techniques (e.g. transformers, convolutional networks)
- Extensive knowledge of ML frameworks, libraries, data structures, data modeling, and software architecture (e.g., Scikit-learn, MLlib, Tensorflow, Keras, PyTorch, Kubeflow)
- Capable of working independently and coming up with innovative solutions to difficult problems
- Working experience with website classifications is a plus
- Proficient in Python, Java, Linux OS, and shell scripting
- Experience with cloud platforms (GCP, AWS) and container-based development (Docker, Kubernetes)
- Familiar with database systems such as MySQL, MongoDB, or similar
The estimated salary range for this position is $179,000 - $230,500/year, depending on qualifications, experience, and work location.
We offer a comprehensive benefits package, including restricted stock units and a bonus, as well as opportunities for professional growth and development.
Palo Alto Networks, Inc. is an equal opportunity employer committed to diversity and inclusion. We celebrate diverse teams innovating together and empower all qualified individuals with disabilities or special needs to succeed at work.
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