Datadog

Staff GenAI Engineer - Application Performance Monitoring (APM)

Datadog$234K *
Information Technology
8 - 10 years of experience
Job Overview by Ladders

Qualifications

  • BS/MS/PhD in a scientific field or equivalent experience
  • 10+ years of relevant engineering experience
  • Experience acting as a technical lead
  • Proven track record in leading large-scale GenAI/ML initiatives
  • Significant experience in model deployment, development, training, fine-tuning, or evaluation

Responsibilities

  • 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 while advocating for the end user
  • Guide teams through ambiguity, scaling challenges, and evolving requirements
  • Actively mentor engineers and influence engineering culture

Benefits

  • Build tools for software engineers and use them to accelerate development
  • Influence product direction and impact the business
  • Work with knowledgeable and supportive teammates
  • Access to competitive global benefits
  • Opportunities for continuous professional development
Full Job Description
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.

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-$234,000 USD

#LI-Hybrid

About Datadog

Datadog is a monitoring and analytics platform for cloud-scale infrastructure and applications. The company was founded in 2010 by Olivier Pomel and Alexis Lê-Quôc and is headquartered in New York City. Datadog's platform assists organizations in improving agility, increasing efficiency, and providing end-to-end visibility across dynamic or high-scale infrastructures. The company's SaaS-based data analytics platform integrates and automates infrastructure monitoring, application performance monitoring, and log management to provide unified, real-time observability of customers' entire technology stack. Datadog's customers include Airbnb, Twilio, and The Washington Post.
Learn more about Datadog
Size
3,200 employees
Market Cap
$22.5 billion
Industry
Net Income
-$24.5 million
Founded
2010
Revenue
$603.4 million
NASDAQ

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