Imagine.io

Imagine.io aims to simplify 3D visualization for everyone, enabling brands, retailers, and individuals to effortlessly create engaging, photo-realistic, and interactive visual content using generative AI technology and an easy-to-use interface.

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🔥 DevOps Engineer
Posted 3 months ago

📍 India

🧭 Full-Time

🔍 3D visualization and generative AI

  • 3+ years of total experience in DevOps with relevant experience in implementing MLOps solutions.
  • Experience with Google Cloud, deploying machine learning models in production environments.
  • Extensive experience with containerization technologies like Docker and orchestration tools like Kubernetes.
  • Proficiency in Infrastructure as Code (IaC) for provisioning and configuration of cloud resources.
  • Experience with DevOps practices and tools including CI/CD, version control, and automated testing.
  • Excellent problem-solving skills to troubleshoot MLOps workflows.
  • Good to have: experience in deployment of diffusion models, LLM Models, Generative AI products.
  • Certifications in cloud platforms such as AWS and Google Cloud are beneficial.
  • Experience with MLOps tools/frameworks like Kubeflow, MLflow, TFX.
  • Knowledge of data engineering principles and software development methodologies (e.g., Agile, Scrum).
  • Lead the design and implementation of DevOps and MLOps solutions to enhance our platform's capabilities.
  • Define and set development, testing, release, update, and support processes for DevOps and MLOps operations.
  • Deploy diffusion models, LLM Models, and cost-effective deployment of Generative AI products.
  • Collaborate closely with data scientists, machine learning engineers, and product developers.
  • Develop and implement end-to-end CI/CD pipelines specifically tailored for Generative AI model workflows.
  • Optimize infrastructure for performance, scalability, and cost efficiency in machine learning applications.
  • Stay updated with MLOps tools and trends for continuous improvement.
  • Provide technical leadership and mentorship to junior team members.

DockerLeadershipAgileKubeflowKubernetesMachine LearningMLFlowSCRUMData engineeringCI/CDDevOps

Posted 3 months ago
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📍 India

🔍 3D visualization and content creation

  • Total Experience of 5+ years and 3+ years relevant experience in developing and training Generative AI models.
  • Solid understanding of Generative AI models, including GANs, Diffusion models, Transformers.
  • Hands-on experience in developing and implementing machine-learning models.
  • Proficiency in training image-based machine-learning models.
  • Strong programming skills in Python.
  • Good to have: experience in 3D modeling, computer vision algorithms, and familiarity with C++ and MATLAB.
  • Design, develop and implement state-of-the-art machine-learning algorithms and models to enhance our platform's capabilities.
  • Utilize AI techniques for content generation through text, images, and drawings.
  • Conduct research to stay updated with advancements in machine learning and AI and integrate them into our platform.
  • Document research findings, methodologies, and implementations effectively.
  • Collaborate with cross-functional teams for seamless integration of machine-learning models.

PythonImage ProcessingMachine LearningMatlabC++AlgorithmsContent creationGo

Posted 4 months ago
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