Senior Statistical Machine Learning Engineer

Datadog; Paris; Hybride; EUR 60 000 - 95 000; Plein temps

Résumé du poste

A leading technology company is looking for a Software Engineer to enhance their Continuous Profiling innovations. The role involves analyzing performance data and collaborating with AI teams to deliver actionable insights, suited for someone passionate about solving complex challenges in a dynamic environment.

Prestations

Stock options (RSUs)

Professional development opportunities

Mentor and buddy programs

Inclusive culture

Global mental health benefits

Qualifications

• Deep understanding of statistical methods.
• Experience in delivering customer-facing analysis solutions.
• Passion for technology and eagerness to learn.

Responsabilités

• Own and evolve continuous profiler insights and recommendations.
• Analyze performance of insights and recommendations.
• Collaborate with various AI teams on innovative product features.

Connaissances

Statistical methods

Machine learning techniques

Data analysis

Performance optimization

Customer-facing experience

Description du poste

Were are building the best platform in the world for engineers to understand scale and protect their systems, applications, and teams. We operate at high scale, trillions of data points per day, providing always-on alerting, metrics, visualization, logs, application tracing, and security insights for tens of thousands of companies. Our engineering culture values pragmatism, honesty, and simplicity to solve hard problems the right way.

Datadog Continuous Profiling provides customers with real-time, always-on visibility into the behavior, performance, and resource utilization of their applications in production. Seamlessly integrated with Application Performance Monitoring (APM) and distributed tracing, Continuous Profiling enables developers and operations teams to optimize application performance, reduce latency, and control cloud costs. By delivering code-level insights without impacting application performance, Continuous Profiling empowers teams to identify and resolve bottlenecks, improve resource efficiency, and ensure applications run smoothly at any scale. Teams always have actionable information during incidents, enabling quick diagnosis of performance issues, pinpointing root causes down to specific lines of code, and minimizing downtime or user impact. Additionally, knowing how code performs in production allows teams to move faster and with confidence, driving innovation while maintaining system reliability and efficiency.

We are looking for a software engineer to work on our analysis engine. All profiling data sent to Datadog will be continuously analyzed for problems and opportunities, including identifying outliers, pathological patterns, dangerous events, subpar performance, or situations with potential future implications.

At Datadog, we value our office culture—the relationships it builds, the creativity it fosters, and the collaboration of being together. We operate as a hybrid workplace to ensure our employees can create a work-life harmony that best fits them.

What You'll Do :

• Own and evolve the continuous profiler insights and recommendations.
• Analyze and evaluate the performance of insights and recommendations.
• Develop new insights and recommendations.
• Collaborate with various Datadog AI Teams such as AI Code Generation and Data Science.
• Work with profiling teams to design and implement innovative product features.
• Advise on algorithms and techniques that balance statistical accuracy and computational constraints.

Who You Are :

• You have a deep understanding of statistical methods and classical machine learning techniques.
• You have successfully delivered a customer-facing large-scale analysis experience.
• You care about performance and have experience in measuring and optimizing algorithms and code.
• You enjoy working in a fast-moving, high-growth startup environment.

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

Bonus Points :

• Experience implementing statistical heuristics and sampling methods.
• Hands-on experience with generative AI.
• Proficiency in optimizing application frameworks or libraries.

Benefits and Growth :

• Stock options (RSUs) and employee stock purchase plan (ESPP).
• Professional development, product training, and career growth opportunities.
• Mentor and buddy programs for networking.
• Inclusive culture and employee resource groups.
• Internal inclusion talks and panel discussions.
• Global mental health benefits for employees and dependents aged 6 and above.

Benefits may vary based on country and employment type.

Required Experience :

Senior IC

Key Skills :

Business Development, Customer Service, Attorney, CISSP, Data Analysis

Employment Type : Full Time

Experience : years

Vacancy : 1