ML/AI Engineer

4 weeks ago

San Francisco, United States Dorian Full time

Dorian is a no-code platform that empowers creators to turn comics into social games and help millions of unpaid creators monetize their content in a game format



Summary of Position

  • The ML/AI Engineer will play a critical role in designing, developing, and deploying AI-based solutions to enhance our platform's capabilities, driving innovation, and improving user experiences.
  • We are seeking someone who is ambitious, self-motivated, agile, and adaptable.
  • You must be able to multitask efficiently, be proactive, and thrive in a dynamic, fast-paced environment.



What You’ll Do

  • Design and implement AI-driven features to assist users in creating and improving their content on our platform.
  • Design, train, and deploy machine learning models.
  • Continuously evaluate and improve AI models based on feedback and performance metrics.
  • Preprocess and manage large datasets to prepare for AI model training and evaluation.
  • Integrate AI solutions seamlessly with our platform.
  • Maintain and optimize AI infrastructure on AWS, ensuring scalability, reliability, and cost-effectiveness.
  • Collaborate with team members to understand user needs and translate them into AI solutions.
  • Partner closely with product and design to craft user experiences for Dorian audiences, leveraging modern UI libraries like React and frameworks like Express or Koa.
  • Stay up-to-date with the latest advancements in AI, machine learning, and generative AI to continuously improve the system.
  • Deliver quality code that is self-tested and optimized for performance and scalability.
  • Mentor other engineers to foster a culture of continuous learning and improvement.
  • Conduct code reviews to maintain high code quality and standards.



Requirements

  • Bachelor’s or Master’s degree in Computer Science, Data Science, or a related field.
  • 10+ years of professional experience in software development.
  • 3+ years of AI experience, including developing and deploying machine learning models.
  • 1+ years of experience with generative AI models (e.g., GANs, VAEs, Transformers).
  • 3+ years writing Python code, with experience using machine learning libraries and frameworks such as TensorFlow, PyTorch, and Scikit-learn.
  • 2+ years of experience using AWS for cloud deployment and managing of ML systems.
  • Experience with development and implementation of LLM algorithm/systems and large-scale models.
  • Strong skills in data preprocessing, feature engineering, and ability to conduct analysis of model performance via statistics and data visualization.
  • Ability to work independently and manage the entire AI project lifecycle, from conceptualization to deployment.
  • Excellent problem-solving skills and the ability to troubleshoot complex issues.
  • Strong communication skills to effectively collaborate with team members and understand user needs.
  • Strong git skills.



Pluses

  • Game development experience.
  • Experience with TypeScript/JavaScript backend code using Node-based frameworks such as Express or Koa.
  • Experience with building and scaling B2C platforms.
  • Experience developing asynchronous code.



Perks

  • Fast growth and learning opportunity - we ship, learn, and iterate fast
  • Opportunity to be a part of a venture-funded ambitious team that builds a product that changes lives
  • Competitive compensation and equity.
  • Flexible location (fully remote)



#LI-Remote

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