Senior Machine Learning Engineer - Santiago de Chile - ZeroFOX
Descripción
BIG NEWS
OPPORTUNITY OVERVIEW
- At ZeroFox, we are passionate about bringing worldclass protection to the digitalfirst world. Together, we have built a system capable of collecting and analyzing data from all over the internet, creating a paradigmshifting cybersecurity product that helps secure and protect our customers and improves the global threat landscape.
We are a team of software engineers, cybersecurity experts, and data scientists who continue to develop unparalleled solutions for the cyber security industry by providing the best Digital Risk Protection SaaS in the global market.
We believe the greatest solutions in the Digital Risk Protection space come from composing teams with varied backgrounds and experiences that can use their complementary skill sets to come up with the best market-defining solutions.
Along the way, you'll expand your potential with constant opportunities to learn and grow alongside exceptionally knowledgeable, competent, and collaborative people.
Role and responsibilities:
- Collaborate with industry experts across security, machine learning, digital risk protection, and cyber threat intelligence to develop cuttingedge machine learning solutions for the ZeroFox platform.
- Help define machine learning roadmaps and projects for your team.
- Evaluate and improve the accuracy, efficiency, and scalability of existing ML models.
- Conduct research and stay uptodate with the latest advancements in NLP and computer vision techniques to integrate them into our solutions.
- Collaborate with product managers, data scientists, and software engineers to integrate ML models into the ZeroFox platform.
- Analyze and preprocess large, diverse datasets, ensuring the quality and integrity of the data used for model training and evaluation.
- Maintain clear and welldocumented code to ensure longterm sustainability and smooth collaboration with other team members.
- Provide technical guidance and mentorship to junior engineers, and ensure your team's growth and success.
Required qualifications and skills:
- Motivated, communicative, teamworkoriented leader who is comfortable working in agile environments and is able to learn and adapt quickly
- Bachelor's degree in computer science, math, physics, or a related field, OR equivalent education or experience
- Machine learning experience, typically a minimum of 5 years
- Team and/or project leadership experience, typically a minimum of 2 years
- Proficiency in PyTorch, TensorFlow, or similar machine learning frameworks
- Proficiency in Python
- Solid understanding of data structures and algorithms
Desired qualifications and skills:
- Strong knowledge of NLP techniques, including but not limited to tokenization, parsing, sentiment analysis, topic modeling, and named entity recognition.
- Strong knowledge of computer vision techniques such as object detection, segmentation, image classification, and OCR.
- Strong applied knowledge of statistics
- Familiarity with deep learning and/or reinforcement learning
- Familiarity with model fine tuning
- Familiarity with good software engineering practices
- Experience with cloud platforms such as AWS, Google Cloud, or Azure
If you think you might be a fit, apply
Benefits:
- Full flexibility to work from home or office
- Opportunities to learn and contribute your knowledge to our Digital Risk Protection platform
- Competitive compensation
- Flexible work hours and competitive PTO
- Complementary health insurance
- Daily catered lunches for inoffice work
- Respectful and nourishing work environment, where every opinion is heard and everyone is encouraged to be an active part of the organizational culture.
- Regular team bonding activities like cooking and cocktails classes, bingos, stand up comedy, magic shows, virtual happy hour, lunch and learns, etc.
- Additional Parental Leave
- Training and growth monthly stipend
- Excellent communication: between teams, people, organizations and leaders
Interested?:
ABOUT ZEROFOX
- ZeroFox's mission is clear: we protect customers their data, their assets and their people across the internet. Through AIpowered technology, global intelligence collection and services provided by a team of expert analysts and threat hunters, we give customers the protection and intelligence needed to disrupt a new era of attacks on the surface, deep and dark web.
we recently announced our intent to become a publ
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