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Machine Learning Operations Engineer

Opportunity Overview

At ZeroFox, we are passionate about bringing world-class protection to the digital-first world. Together, we have built a system capable of collecting and analyzing data from all over the internet, creating a paradigm-shifting 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. Our company, services, and user base are growing faster than ever and we’d like you to help us innovate. 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.

If you want to be part of a group of talented, empathic individuals with a multitude of different backgrounds, who are committed to each other and to the overall success of the team and our customers, we want to hear from you! At ZeroFox, soft skills are just as important as technical ability!

Role and responsibilities 

  • Collaborate with industry experts across security, machine learning, digital risk protection, and cyber threat intelligence to support and optimize the machine learning solutions for the ZeroFox platform.
  • Design, implement, and maintain reliable and scalable ML infrastructure that drives our AI products, enabling our Machine Learning Engineers to develop advanced machine learning models, including for NLP and computer vision applications.
  • Work closely with Machine Learning Engineers to understand and enable the ML lifecycle, ensuring that they have the right tools and resources to carry out their work effectively and efficiently.
  • Stay up-to-date with the latest advancements in MLOps, including data management, experiment tracking, model deployment, scaling and reliability, and monitoring practices, to integrate them into our solutions.
  • Collaborate with product managers, data analysts, and software engineers to seamlessly integrate ML models into the ZeroFox platform and ensure their smooth operation.
  • Maintain clear and well-documented code to ensure long-term sustainability and facilitate smooth collaboration with other team members.

Required qualifications and skills

  • Motivated, communicative, teamwork-oriented professionals who are comfortable working in agile environments and are able to learn and adapt quickly
  • Bachelor’s degree in computer science, data science, software engineering, or a related field, OR equivalent education or experience
  • Experience in MLOps, DevOps, DataOps, or similar roles, typically a minimum of 3 years
  • Advanced scripting experience, typically a minimum of 2 years
  • Experience in Python or Go
  • Experience supporting the machine learning lifecycle, including versioning, monitoring, and deployment
  • Strong understanding of data structures and algorithms
  • Solid software engineering design and implementation skills at the level of an individual component (e.g. consisting of many classes and functions)
  • Experience building and scaling systems with cloud platforms such as AWS, Google Cloud, or Azure
  • Experience with containerization technologies such as Docker, Nomad and Kubernetes
  • Strong knowledge of infrastructure as code tools, such as Terraform (preferred) or AWS CloudFormation
  • Ability to troubleshoot complex networking issues in a cloud environment
  • Good communication, collaboration, and presentation skills in English
  • Ability to work effectively in a fast-paced, agile environment.

Desired qualifications and skills

  • Experience with ML workflow tools, like MLflow and SageMaker
  • Familiarity with machine learning frameworks like PyTorch, TensorFlow, or similar
  • Applied knowledge of distributed computing and big data architectures
  • Deep knowledge of good software engineering practices
  • Knowledge of CI/CD pipelines and version control systems like Git
  • We also value equivalent experience to these languages, frameworks, and tools. If you think you might be a fit, apply!
  • Opportunities to learn and contribute your knowledge to our Digital Risk Protection platform
  • Competitive compensation
  • Competitive PTO
  • Complementary health insurance
  • Daily catered lunches for in-office 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
  • Excellent communication: between teams, people, organizations and leaders

About us

ZeroFox is on a mission to make the internet safer for all. Innovation is at our core – we are relentless in the pursuit of finding new ways to disrupt external cyber threats on the surface, deep, and dark web. ZeroFox offers the only unified cybersecurity platform combining advanced AI analytics, digital risk and privacy protection, full-spectrum threat intelligence, and a robust portfolio of breach, incident and takedown response capabilities to protect customers from growing threats across the external attack surface. It’s a great time to join us in the Fox Den – with fresh private equity funding, expanding investments in AI, a people-first culture, and centers of excellence around the world, we’re growing like never before. If you’re looking for a mission-oriented, customer-focused, collaborative team and ready to take the fight to the adversary, apply to join us in the Den today.

Equal Opportunity

We aim to build a team that represents a variety of backgrounds, perspectives, and skills. We embrace inclusion and ensure equal employment opportunity without discrimination or harassment based on race, color, religion, sex (including pregnancy, childbirth, or related medical conditions), sexual orientation, gender identity or expression, age, disability, national origin, marital or domestic/civil partnership status, genetic information, citizenship status, military or veteran status, or any other personal characteristic.

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CEO of ZeroFOX
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James C Foster
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Average salary estimate

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What You Should Know About Machine Learning Operations Engineer, ZeroFOX

At ZeroFox, we're seeking a passionate Machine Learning Operations Engineer to join our innovative team. As we work to redefine digital risk protection, you'll be at the forefront of building and optimizing machine learning solutions that will power our cutting-edge platform. Here, your collaboration with cybersecurity experts, data scientists, and engineers will help you design and maintain scalable ML infrastructure while enabling our Machine Learning Engineers to develop advanced models. With a commitment to learning and growth, you'll enhance your skills in a dynamic environment. From deploying models to ensuring smooth operation within our platform, your role is crucial in integrating AI into our services. At ZeroFox, we value teamwork and communication just as much as technical prowess, so if you're ready to tackle complex challenges while being part of a supportive and diverse team, we'd love to hear from you. Don't miss the chance to be a part of something bigger; together, we can make the internet safer for everyone!

Frequently Asked Questions (FAQs) for Machine Learning Operations Engineer Role at ZeroFOX
What are the responsibilities of a Machine Learning Operations Engineer at ZeroFox?

As a Machine Learning Operations Engineer at ZeroFox, you'll be responsible for collaborating with industry experts to optimize our machine learning solutions. Your duties will include designing and maintaining scalable ML infrastructure, supporting the ML lifecycle, integrating ML models into our platform, and documenting code for sustainability. This role is pivotal in ensuring that our MLOps practices are top-notch and that our teams can focus on developing advanced machine learning models.

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What qualifications do I need to apply for the Machine Learning Operations Engineer position at ZeroFox?

To apply for the Machine Learning Operations Engineer position at ZeroFox, you should have a Bachelor’s degree in computer science, data science, or a related field, or equivalent experience. We're looking for candidates with at least 3 years of experience in MLOps, DevOps, or related roles, advanced scripting, and a strong understanding of data structures and algorithms. Familiarity with cloud platforms like AWS or Azure and experience with containerization technologies like Docker are also essential.

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Which programming languages are important for the Machine Learning Operations Engineer role at ZeroFox?

For the Machine Learning Operations Engineer role at ZeroFox, proficiency in programming languages such as Python or Go is crucial. You'll leverage these languages to support machine learning lifecycle tasks, optimize models, and integrate them into our platform. A solid understanding of scripting and advanced coding practices will enhance your performance and collaboration with the team.

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How does ZeroFox support the growth and development of Machine Learning Operations Engineers?

At ZeroFox, we are committed to supporting the growth and development of our Machine Learning Operations Engineers. We offer constant opportunities to learn through collaborations with skilled professionals and have a strong culture of knowledge-sharing. Additionally, our structure is designed to encourage employees to innovate, keeping up to date with the latest advancements in MLOps, ensuring you can enhance your skillset continuously while contributing effectively to our mission.

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What type of work environment can I expect as a Machine Learning Operations Engineer at ZeroFox?

As a Machine Learning Operations Engineer at ZeroFox, you can expect a respectful and nourishing work environment. We prioritize open communication, creativity, and teamwork. Our culture is built around collaboration, where every opinion matters. You'll enjoy regular team bonding activities, catered lunches, and a commitment to inclusivity that helps everyone feel valued and engaged in their work.

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Common Interview Questions for Machine Learning Operations Engineer
Can you describe your experience with MLOps practices related to monitoring and deployment?

In your response, highlight specific MLOps practices you've implemented, detailing the tools and technologies used for monitoring and deployment. Emphasize your ability to troubleshoot issues and how your experience enhances the machine learning lifecycle at ZeroFox.

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What strategies do you use to ensure the scalability of ML infrastructure?

Discuss strategies such as theoretical knowledge of cloud platforms, experience with containerization, and tools you’ve used to maintain scalability. Providing specific examples of past projects can illustrate your practical experience and effectiveness in this area.

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How do you stay updated on the latest developments in machine learning and MLOps?

Share your methods of keeping current with trends, including attending conferences, participating in online communities, or reading relevant literature. This shows your commitment to personal growth and staying at the forefront of technology.

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Can you give an example of a successful collaboration with Machine Learning Engineers?

Detail a specific instance where you worked closely with ML Engineers to overcome challenges, emphasizing communication, problem-solving, and the successful impact of your collaboration on the project outcome.

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Describe how you would approach troubleshooting a complex networking issue in a cloud environment.

Walk through your troubleshooting methodology, mentioning specific tools and techniques you use to diagnose and resolve networking issues in a cloud setting. This illustrates your technical problem-solving skills, which are vital for ZeroFox.

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What is your experience with infrastructure as code tools, and how have they impacted your work?

Discuss the tools you've worked with, such as Terraform or AWS CloudFormation, and present specific examples of how deploying infrastructure as code has streamlined processes, reduced errors, or improved deployment speed in your previous roles.

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In your opinion, what qualities make a great Machine Learning Operations Engineer?

Discuss qualities such as technical expertise, communication skills, adaptability, and teamwork. Highlight how these traits contribute to success in a fast-paced environment like ZeroFox and enhance overall team functionality.

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How do you handle tight deadlines in an agile environment?

Share strategies you use to prioritize tasks, maintain focus, and communicate effectively with your team in pressure situations. Providing examples helps convey your experience and composure under stress.

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What are your preferred machine learning frameworks, and why?

Mention the frameworks you are most comfortable with, like PyTorch or TensorFlow, and explain how their features align with your professional experiences and project needs, demonstrating your deep understanding of ML tools.

Join Rise to see the full answer
How would you explain complex technical concepts to a non-technical audience?

Provide a methodical approach to breaking down complex information into understandable segments, which can include analogies or visual aids. This indicates your ability to foster clear communication and knowledge transfer in diverse settings.

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ZeroFox’s mission is clear: we protect customers - their data, their assets and their people - across the internet. Through AI-powered technology, global intelligence collection and services provided by a team of expert analysts and threat hunters...

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DATE POSTED
February 20, 2025

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