Lead Data Engineer

il y a 5 jours

Paris, Île-de-France Datadog Temps plein
Senior Data Scientist

We are seeking a highly skilled Senior Data Scientist to join our team, focusing on the development and deployment of Large Language Models (LLMs) and Generative AI technologies within the Datadog application.

The successful candidate will contribute to building impactful features using LLMs as a core computation unit, enabling users to understand their data and systems, reason, plan, and act. This role involves collaborating with a group of AI specialists and scientists to envision the future state of our abilities and aid in the design and deployment of crucial services.

About the Role:

  • Design, develop, and deploy large-scale distributed fine-tuning and training infrastructure for LLMs.
  • Create new product features using advanced machine learning algorithms, LLMs, and statistical techniques.
  • Collaborate with AI specialists and scientists to envision the future state of our abilities and aid in the design and deployment of crucial services.
  • Participate in our journal club by reading and presenting latest research papers in the field of LLMs and Generative AI.
  • Provide deeper insights and stories behind massive data processed in Datadog systems.
  • Develop, deploy, monitor, and maintain the LLM models, services, and infrastructure managed by your team, participating in your team's on-call rotation.

About You:

  • You possess a BS/MS/PhD in Computer Science, Engineering, Machine Learning, or a related scientific field or have equivalent experience.
  • You have relevant experience with Language Models (Large LMs is a plus), NLP, large-scale systems, and data sets, deep learning, or adjacent fields.
  • You have experience with the stack for distributed training and inference of large models, including distributed training and inference frameworks, and ML development frameworks such as PyTorch, TensorFlow, etc., with CUDA being a plus.
  • You possess the ability to elaborate complex models and ideas to non-technical personnel.
  • You value code simplicity and performance.
  • You are passionate about Generative AI and want to contribute to user-facing products.

About Datadog:

Datadog is a global SaaS business delivering a rare combination of growth and profitability. We are on a mission to break down silos and solve complexity in the cloud age by enabling digital transformation, cloud migration, and infrastructure monitoring of our customers' entire technology stacks.

Benefits:

  • A competitive salary of $250,000 per year.
  • New hire stock equity (RSUs) and employee stock purchase plan (ESPP).
  • Opportunity to collaborate closely with colleagues across the Datadog offices in New York City and Paris.
  • Opportunity to attend and present at conferences and meetups.
  • Intra-departmental mentor and buddy program for in-house networking.
  • An inclusive company culture, ability to join our Community Guilds (Datadog employee resource groups).

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