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DevSecOps Engineer

About Craft:

Craft is the leader in supplier risk intelligence, enabling enterprises to discover, evaluate, and continuously monitor their suppliers at scale. Our unique, proprietary data platform tracks real-time signals on millions of companies globally, delivering best-in-class monitoring and insight into global supply chains. Our customers include Fortune 500 companies, government agencies, SMEs, and global service platforms. Through our configurable Software-as-a-Service portal, our customers can monitor any company they work with and execute critical actions in real-time. We’ve developed distribution partnerships with some of the largest integrators and software platforms globally.

We are a post-Series B high-growth technology company backed by top-tier investors in Silicon Valley and Europe, headquartered in San Francisco with hubs in Seattle and London. We support remote and hybrid work, with team members across North America, Canada, and Europe.

We're looking for innovative and driven people passionate about building the future of Enterprise Intelligence to join our growing team!

About the Role:

Craft is growing! And we're looking for an experienced engineer that embraces and lives the DevSecOps and MLOps philosophy, processes, and culture. The ideal candidate is a self-starter who loves their craft and puts both security and ease-of-use at the center of all decisions.

As a DevSecOps Engineer at an earlier-stage startup, you will have an opportunity to make a substantial impact on the maturation of Craft’s DevSecOps and MLOps programs. Collaborating with the engineering team, you’ll design and implement solutions that streamline our machine learning lifecycle while enhancing the security and scalability of our systems.

What You'll Do:

  • Contribute to and implement the DevSecOps and MLOps strategies, working with multiple stakeholders that are focused on automating and securing the development lifecycle.

  • Design and manage the entire MLOps lifecycle, including data versioning, model training, deployment, and monitoring.

  • Implement tools and frameworks for model versioning, tagging, and QA processes.

  • Optimize infrastructure for model training and inference, focusing on cost efficiency and avoiding vendor lock-in .

  • Automate security and compliance measures across the machine learning lifecycle, ensuring seamless integration with CI/CD pipelines.'

  • Develop monitoring systems for production models, including active learning workflows to flag problematic records for further verification.

  • Build and manage scalable infrastructure to support machine learning workloads, including data storage, versioning, and evaluation platforms.

  • Perform threat modeling, risk assessment, and code reviews to assess cybersecurity implications.

Who You Are:

  • You have 3+ years of experience in a DevSecOps or MLOPs role (or similar experience), with a proven track record of implementing machine learning lifecycle solutions.

  • You're a strong team player, a great listener, and able to facilitate discussion and move diverse opinions towards clear decisions.

  • You have an extreme ownership of your product, and a can-do, get-it-done attitude.

  • You are detailed-oriented and are always striving to uncover and remediate cybersecurity gaps.

  • You have experience using Terraform or other infrastructure-as-code tools.

  • You have experience with designing and optimizing infrastructure for machine learning workloads, including GPU cost optimization.

  • You’re familiar with tools and practices for model management, deployment, and monitoring, such as MLflow, ElasticSearch, or OpenSearch.

  • You’re able to think holistically about data platforms and their integration with machine learning workflows.

  • You have a deep knowledge of Amazon Web Services (AWS) Infrastructure along with experience with at least a part of the other components of our technology stack: Airflow, Apollo, CircleCI, Cloudflare, Databricks, Docker, GraphQL, Pandas, PyTorch, Python, spaCy, Transformers.

What We Offer:

  • Option to work as a B2B contractor or full-time employee

  • Competitive salary at a well-funded, fast-growing startup

  • PTO days so you can take the time you need to refresh!

    • Full-time employees: 28 PTO days allotted + 13 public holidays (41 total paid days off)

    • B2B contractors: 15 PTO days allotted + 13 public holidays (28 total paid days off)

  • 100% remote work (or hybrid if you prefer! We have coworking place in center of Warsaw.)

A Note to Candidates:

We are an equal opportunity employer who values and encourages diversity, equity and belonging at our company. We do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status, caste, or disability status.

Don’t meet every requirement? Studies have shown that women, communities of color and historically underrepresented talent are less likely to apply to jobs unless they meet every single qualification. At Craft, we are dedicated to building a diverse, inclusive and authentic workplace, so if you’re excited about this role but your past experience doesn’t align perfectly with every qualification in the job description, we strongly encourage you to apply. You may be just the right candidate for this or other roles!

What You Should Know About DevSecOps Engineer, Craft Machine Inc

Craft is looking for a passionate and experienced DevSecOps Engineer to join our innovative team! As a key player in our growing company, you'll have the chance to contribute to the development of our cutting-edge DevSecOps and MLOps strategies, ensuring both security and ease of use are top priorities in our engineering processes. In this role, you'll collaborate closely with our engineering team to design and implement solutions that streamline the machine learning lifecycle, while enhancing the scalability of our systems. With over 3 years of experience, you will take part in diverse responsibilities like managing the MLOps lifecycle, implementing security and compliance measures, and optimizing infrastructure for machine learning workloads. Our team thrives on innovation and collaboration, so your ability to facilitate discussions and embrace a can-do attitude will be crucial. If you have a deep understanding of tools like AWS, Terraform, and MLflow, along with experience in threat modeling and cybersecurity, Craft is the place for you. Join us to build the future of Enterprise Intelligence and make a significant impact on our mission to provide best-in-class supplier risk intelligence at scale!

Frequently Asked Questions (FAQs) for DevSecOps Engineer Role at Craft Machine Inc
What are the primary responsibilities of a DevSecOps Engineer at Craft?

As a DevSecOps Engineer at Craft, your primary responsibilities will include contributing to and implementing our DevSecOps and MLOps strategies, designing and managing the machine learning lifecycle, optimizing infrastructure for machine learning workloads, and automating security measures throughout development. You'll collaborate with multiple stakeholders to ensure the integration of security and compliance within our CI/CD pipelines while developing monitoring systems for production models.

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What qualifications are required for the DevSecOps Engineer position at Craft?

Candidates should have at least 3 years of experience in a DevSecOps or MLOps role, showcasing a proven track record of implementing machine learning lifecycle solutions. Additional qualifications include strong familiarity with infrastructure-as-code tools like Terraform, a deep knowledge of AWS, and hands-on experience with tools for model management and monitoring, such as MLflow or ElasticSearch.

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How does Craft support remote work for a DevSecOps Engineer?

Craft embraces flexibility and supports 100% remote work for this DevSecOps Engineer position. We understand the importance of work-life balance, so you can work from anywhere you prefer, or choose a hybrid model. This means you can enjoy the freedom of remote working while also having the option to collaborate in-person at our coworking space in Warsaw if you wish.

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What is the team culture like for a DevSecOps Engineer at Craft?

At Craft, the team culture is based on innovation, collaboration, and respect. We prioritize open communication and encourage team members to contribute ideas and opinions during discussions. Our commitment to diversity and inclusion bolsters a supportive environment where every voice is valued, making it easier for our DevSecOps Engineers to thrive and make an impact.

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What can I expect in terms of career growth as a DevSecOps Engineer at Craft?

Craft is a rapidly growing startup, which means there are ample opportunities for career advancement as a DevSecOps Engineer. You'll have the chance to take on significant responsibilities, innovate within your role, and collaborate across various teams. Our commitment to your professional development ensures you'll acquire new skills and grow your expertise while contributing to transformative projects.

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Common Interview Questions for DevSecOps Engineer
Can you describe your experience with implementing security measures in the machine learning lifecycle?

In your response, focus on specific tools and frameworks you've utilized. Discuss your experience with automating security and compliance, emphasizing how you identified potential vulnerabilities and implemented measures to address them. Highlight any relevant projects where your actions led to improved security outcomes.

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How do you approach optimizing infrastructure for machine learning workloads?

Talk about your experience with infrastructure planning and optimization techniques. Mention specific strategies you've used to enhance cost efficiency and scalability, including techniques like GPU cost optimization and the use of tools like Terraform to streamline this process.

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What is your process for threat modeling and conducting risk assessments?

Share your structured approach to identifying potential threats and assessing their impact on the project. Discuss how you've conducted risk assessments in previous roles, detailing the methodologies you've used and how you integrated those assessments into your development processes.

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Can you provide an example of how you managed a successful MLOps project?

Prepare a concise case study from your past work, emphasizing the challenges you faced, your specific actions, and the results achieved. Highlight your role in the project, including how you managed the machine learning lifecycle from data versioning to model deployment and monitoring.

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What strategies do you use to encourage collaboration within a team?

Discuss approaches such as regular team meetings, brainstorming sessions, or collaborative tools that you use to foster open discussion. Share an example of a time when your collaborative efforts led to clearer decisions or innovative solutions.

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How do you stay current with trends and advancements in DevSecOps?

Talk about the resources you utilize, such as industry blogs, webinars, networking with professionals, or attending conferences. Emphasize your commitment to continuous learning and how you apply new knowledge to enhance your work as a DevSecOps Engineer.

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Describe a situation where you had to troubleshoot a machine learning pipeline.

Be prepared to outline a specific incident, detailing your troubleshooting steps. Explain how you identified the problem, the tools you used to analyze the situation, and the successful resolution. Focus on your analytical skills and ability to work under pressure.

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What tools and technologies have you worked with that are relevant to this role?

List specific tools you've used for DevSecOps and MLOps, such as Terraform, AWS services, MLflow, Airflow, or Docker. Share insights about your proficiency in these tools and any particular projects where they made a significant difference.

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How do you approach continuous improvement in your DevSecOps practices?

Illustrate your commitment to refining processes by sharing examples of how you've implemented feedback, learned from challenges, and sought out best practices or updates in technologies to improve the efficiency and effectiveness of your work.

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What motivates you in a DevSecOps role?

Reflect on your passion for security, automation, and enhancing the development lifecycle. Discuss how the impact of your work drives your motivation and share examples of achievements that have inspired you along your career path.

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CRAFT manufactured this hydraulic train postioner along with a Railcar Dumper to service the coal industry by positioning railcars onto the dumper for dumping the content. CRAFT displayed a broad range of capabalites to the goverment when it rec...

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Full-time, remote
DATE POSTED
December 4, 2024

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