Full-Time
GenAI Engineer
GPU Resource Management
Posted on 12/3/2024
Publicis Groupe
10,001+ employees
Global marketing and communications services provider
Junior, Mid
New York, NY, USA
- Strong experience with Google Cloud Platform (GCP) and its core services (Compute, Storage, IAM, VPC).
- Experience with GPU resource management tools (e.g., Run.ai).
- Proficiency with Python for AI/ML workflows and automation.
- Hands-on experience with MLOps platforms like Vertex AI.
- Experience with Terraform for managing cloud infrastructure using Infrastructure as Code (IaC) practices.
- Knowledge of Kubernetes and container orchestration platforms such as OpenShift and GKE.
- Familiarity with monitoring and logging tools like Prometheus, Grafana, and the ELK Stack.
- Proven track record of working with CI/CD pipelines and DevOps automation tools.
- Architect, build, and maintain AI/ML platforms using Google Cloud Platform (GCP) services like Compute, Storage, IAM, and VPC.
- Manage NVIDIA GPU resources across projects using Run.ai or similar tools.
- Develop and maintain MLOps pipelines on platforms like Vertex AI, supporting AI/ML model training and deployment.
- Write Python scripts for model development, automation, and infrastructure management.
- Use Terraform for Infrastructure as Code (IaC) to automate provisioning and deployment of cloud resources.
- Deploy and manage AI/ML models on container orchestration platforms such as OpenShift and GKE.
- Collaborate with AI teams to facilitate LLM deployment (e.g., Llama, Mistral) and GPU utilization.
- Automate and enhance CI/CD pipelines for seamless integration and deployment of services.
- Monitor performance and capacity with Prometheus, Grafana, and other observability tools to ensure system stability.
- Engage in DevOps practices, including containerization, orchestration, and infrastructure management.
Publicis Groupe focuses on marketing, communications, and digital transformation for a wide range of clients, including well-known brands like Toyota and McDonald's. The company provides services such as advertising, media planning, digital marketing, and public relations. Its products work by combining data, technology, and creative strategies to create customized solutions that help clients grow and engage with their audiences. What sets Publicis Groupe apart from its competitors is its 'Power of One' approach, which integrates various agencies and services to offer cohesive and effective solutions. The goal of Publicis Groupe is to drive client success through tailored marketing strategies that leverage the latest in data and technology.
Company Stage
IPO
Total Funding
$32M
Headquarters
Paris, France
Founded
N/A
Simplify's Take
What believers are saying
- Publicis Groupe's continuous expansion through strategic acquisitions offers employees opportunities to work on cutting-edge projects and technologies.
- The company's global reach and diverse portfolio provide a dynamic and multicultural work environment, fostering professional growth and development.
- The appointment of a new Global CMO to unify marketing and digital transformation efforts could lead to more cohesive and innovative strategies, benefiting employees and clients alike.
What critics are saying
- The recent decline in European revenue highlights potential vulnerabilities in the advertising market, which could impact job security and growth opportunities.
- Frequent acquisitions may lead to integration challenges, causing disruptions and inefficiencies within the company.
What makes Publicis Groupe unique
- Publicis Groupe's aggressive acquisition strategy, including companies like Practia, Tquila ANZ, and Tremend, significantly enhances its digital transformation and AI capabilities, setting it apart from traditional advertising firms.
- The integration of AI and digital business transformation through Publicis Sapient AI Labs and other acquisitions positions Publicis Groupe as a leader in innovative marketing solutions.
- Publicis Groupe's focus on expanding its Salesforce capabilities and creating the world's largest affiliate performance marketing platform through acquisitions like VIVnetworks demonstrates its commitment to comprehensive, tech-driven marketing solutions.
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