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Staff GenAI Engineer - Application Performance Monitoring (APM)

Location
New York, New York, USA
Compensation
$234k–$300k/yr
Level
staff
Type
full time · Remote OK

Skills & Technologies

Requirements

Experience
10+ years
Education
Master's degree

Benefits

Health Insurance 401k Match Equity/Stock Options Parental Leave Remote Work Paid Time Off Gym Membership Mental Health Benefits

Joblaze summary

In this role, the Staff GenAI Engineer will lead the development and deployment of machine learning models within Datadog's Application Performance Monitoring team, focusing on enhancing automated investigation tools. The position requires extensive experience in GenAI and ML, along with a strong product mindset to influence product direction effectively. Ideal candidates will have over a decade of engineering experience, particularly in product-driven environments, and a proven ability to navigate complex challenges. Datadog fosters a collaborative culture, valuing mentorship and continuous professional growth.

Joblaze insights

Quick facts

Is the Staff GenAI Engineer - Application Performance Monitoring (APM) role remote?
It's hybrid — Datadog expects some on-site time in New York, New York, USA.
What's the salary range?
Datadog lists $234,000–$300,000 for this role.
How much experience is required?
At least 10 years of relevant experience for this Staff GenAI Engineer - Application Performance Monitoring (APM) role.
Where is the role based?
Datadog is hiring for this position in New York, New York, USA.
What's the tech stack?
Joblaze extracted these technologies from the posting: Machine Learning, ML, GenAI.
What seniority level is this role?
Datadog targets staff-level candidates for this position.
Is this full-time or contract?
Full-time for this Staff GenAI Engineer - Application Performance Monitoring (APM) role at Datadog.

From the original posting

We’re looking for a Staff Software Engineer with deep experience in GenAI/ML to join Datadog’s Application Performance Monitoring (APM) team. APM is a product which provides deep visibility into applications, enabling users to identify performance bottlenecks, troubleshoot issues, and optimize services. With distributed tracing, profiling, out-of-the-box dashboards, and seamless correlation with other telemetry data, Datadog APM provides some of the deepest and most structured visibility into the health and performance of applications. This context sets us up for an opportunity to be the world leaders in agentic investigations and incident troubleshooting.

You’ll act as a technical leader within the APM group, focused on agentic workflows. You’ll lead efforts to design, train, evaluate, and deploy GenAI/ML models at scale. We’re looking for a product-minded ML engineer with strong technical expertise, excellent communication skills, and a track record of driving impactful initiatives end to end.

At Datadog, we place value in our office culture - the relationships and collaboration it builds and the creativity it brings to the table. We operate as a hybrid workplace to ensure our Datadogs can create a work-life harmony that best fits them.

What You’ll Do:

  • Act as a technical leader within the APM organization, driving GenAI/machine learning projects from concept to production.
  • Build and benchmark GenAI/ML models using state-of-the-art techniques.
  • Collaborate with cross-functional teams to build automated investigation and triaging tools.
  • Influence product direction by bringing a strong product mindset to your work, always advocating for the end user.
  • Guide teams through ambiguity, scaling challenges, and evolving requirements with clear technical direction.
  • Actively mentor engineers and influence engineering culture through leadership in design reviews, technical talks, and working groups.

Who You Are:

  • You have a BS/MS/PhD in a scientific field or equivalent experience
  • 10+ years of relevant engineering experience, as well as experience acting as a technical lead
  • Proven track record of leading large-scale GenAI/ML initiatives in a product-driven environment
  • You have significant experience in model deployment, development, training, fine-tuning, or evaluation
  • Ability to drive initiatives across cross-functional teams, and solve ambiguous challenges

Datadog values people from all walks of life. We understand not everyone will meet all the above qualifications on day one. That's okay. If you’re passionate about technology and want to grow your skills, we encourage you to apply.

Benefits and Growth:

  • Get to build tools for software engineers, just like yourself. And use the tools we build to accelerate our development.
  • Have a lot of influence on product direction and impact on the business .
  • Work with skilled, knowledgeable, and kind teammates who are happy to teach and learn
  • Competitive global benefits
  • Continuous professional development

Benefits and Growth listed above may vary based on the country of your employment and the nature of your employment with Datadog.

#LI-Hybrid

Datadog offers a competitive salary and equity package, and may include variable compensation. Actual compensation is based on factors such as the candidate's skills, qualifications, and experience. In addition, Datadog offers a wide range of best in class, comprehensive and inclusive employee benefits for this role including healthcare, dental, parental planning, and mental health benefits, a 401(k) plan and match, paid time off, fitness reimbursements, and a discounted employee stock purchase plan.

The reasonably estimated yearly salary for this role at Datadog is:
$234,000$300,000 USD

About Datadog:

Datadog is the leading observability and security platform for the AI era, providing businesses with unified visibility across the technology stack to manage complexity at scale. It brings applications, infrastructure, data, models, and security into one place, using AI to detect and resolve issues before they impact customers. Trusted globally by Fortune 500 companies and high-growth AI leaders, Datadog enables businesses to move faster with clarity and confidence. Learn more about #DatadogLife on Instagram, LinkedIn, and Datadog Learning Center.


Equal Opportunity at Datadog:

Datadog is proud to offer equal employment opportunity to everyone regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity, veteran status, and other characteristics protected by law. We also consider qualified applicants regardless of criminal histories, consistent with legal requirements. Here are our Candidate Legal Notices for your reference.

Datadog endeavors to make our Careers Page accessible to all users. If you would like to contact us regarding the accessibility of our website or need assistance completing the application process, please complete this form. This form is for accommodation requests only and cannot be used to inquire about the status of applications.

Privacy and AI Guidelines:

Any information you submit to Datadog as part of your application will be processed in accordance with Datadog’s Applicant and Candidate Privacy Notice. For information on our AI policy, please visit Interviewing at Datadog AI Guidelines.

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