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Publicis Groupe

Runs advertising and digital transformation services

Artificial Intelligence Engineer Senior Associate - Automotive

Computer VisionPosted on Nov 11
Full-timeNo salary listedIn-person

About the Job

Requirements

  • Solid experience designing, developing, and deploying artificial intelligence and machine learning products or models in production.
  • Strong Python and C++ skills for deployment and inference.
  • Strong understanding of computer vision and deep learning, particularly object detection and tracking for faces and license plates.
  • Strong knowledge of model optimization for edge deployment, including ONNX and TensorRT.
  • Experience working with GPU and automotive compute platforms.
  • Good knowledge of real-time video processing and experience optimizing models for latency, memory, and compute constraints.
  • Experience with blur, masking, or other methods of irreversible anonymization.
  • Understanding of privacy-by-design requirements for video data.
  • Solid experience with data manipulation and machine learning tooling, including NumPy, Pandas, and scikit-learn.
  • Proven experience building and fine-tuning models with TensorFlow, PyTorch, and Keras.
  • Strong algorithmic and problem-solving skills, with the ability to deliver end-to-end solutions under time constraints.

Responsibilities

  • Partner with product and business teams to understand challenges, identify opportunities, and frame problems where artificial intelligence and machine learning can deliver measurable value.
  • Design and build machine learning pipelines, taking solutions from experimentation and prototyping through production deployment.
  • Develop, fine-tune, and optimize artificial intelligence models while ensuring scalability, performance, and responsible use of artificial intelligence.
  • Design and optimize computer vision and deep learning solutions for object detection and tracking, particularly for faces and license plates.
  • Optimize models for edge deployment using technologies such as ONNX and TensorRT.
  • Build solutions for GPU and automotive compute platforms, with a strong focus on real-time video processing.
  • Optimize models and inference pipelines for latency, memory usage, and compute constraints.
  • Implement blur, masking, and other methods of irreversible anonymization while applying privacy-by-design principles to video data.
  • Set up and maintain artificial intelligence and machine learning development and production infrastructure using MLOps best practices, including continuous integration and continuous delivery, monitoring, observability, and model versioning.
  • Build robust data ingestion, transformation, and feature engineering pipelines to support high-quality artificial intelligence applications.
  • Identify and curate high-value training datasets, leverage transfer learning, and adapt pre-trained models to business-specific contexts.
  • Help stakeholders understand artificial intelligence outcomes, limitations, and trade-offs, supporting transparency, interpretability, and alignment with business goals.

Desired Qualifications

  • Knowledge of large language models, retrieval-augmented generation systems, and vector databases.
  • Experience with MLOps and cloud-native development, including Docker, Kubernetes, continuous integration and continuous delivery, feature stores, and model monitoring.
  • Practical experience with cloud artificial intelligence platforms.

About the Company

Publicis Groupe

Runs advertising and digital transformation services

Publicis Groupe runs advertising, media buying and digital transformation services for companies that want to reach consumers, coordinate campaigns and improve their business systems. Its agency network includes creative and media specialists, while Publicis Sapient builds and modernizes the technology behind clients' operations. Epsilon adds customer data and marketing technology that connect brands with audiences and measure campaign results. Clients pay for consulting, campaign creation and execution, with production and media costs billed through alongside the group's service work. Founded in 1926, Publicis Groupe is headquartered in Paris, France.

Company size
10,001+
Company stage
IPO
Headquarters
Paris, France
Founded
1926

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