Lead Deep Learning Architect

1 day ago

San Francisco, California, United States Unreal Gigs Full time
Job Title: Lead Deep Learning Engineer

At Unreal Gigs, we're pushing the boundaries of deep learning innovation. We're seeking a seasoned Lead Deep Learning Engineer to spearhead our efforts in developing and implementing state-of-the-art deep learning models and algorithms.

Key Responsibilities:
  1. Technical Leadership: Guide a team of deep learning engineers, setting technical direction, defining best practices, and driving innovation in deep learning technologies.
  2. Solution Architecture: Design and architect deep learning solutions, ensuring scalability, reliability, and performance.
  3. Model Development: Develop and implement advanced deep learning models and algorithms to solve complex problems, with a focus on computer vision, natural language processing, and autonomous systems.
  4. Data Preparation: Collect, preprocess, and augment datasets to train deep learning models, ensuring data quality and diversity.
  5. Model Training and Optimization: Train deep learning models using large-scale datasets, optimizing for performance, accuracy, and efficiency.
  6. Model Evaluation: Evaluate the performance of deep learning models using appropriate metrics and validation techniques, iterating and refining models as needed.
  7. Deployment: Deploy deep learning models into production environments, ensuring seamless integration with existing systems and platforms.
  8. Performance Optimization: Optimize the performance of deep learning models and systems, leveraging techniques such as distributed computing and GPU acceleration.
  9. Collaboration: Collaborate with cross-functional teams, including data scientists, software engineers, and domain experts, to deliver end-to-end solutions that meet customer requirements.
  10. Research and Innovation: Stay informed about the latest advancements in deep learning research and technology, exploring innovative approaches and techniques to enhance deep learning solutions.
Qualifications:
  • Bachelor's degree or higher in Computer Science, Engineering, Mathematics, or related field.
  • 7+ years of experience in deep learning engineering, with a proven track record of developing and deploying deep learning solutions.
  • Leadership experience, with a demonstrated ability to lead and mentor a team of engineers.
  • Proficiency in programming languages such as Python, TensorFlow, and PyTorch, and expertise in deep learning frameworks and libraries.
  • Strong understanding of deep learning architectures and algorithms, with hands-on experience in model development and evaluation.
  • Experience with computer vision, natural language processing, or autonomous systems is highly desirable.
  • Familiarity with cloud platforms such as AWS, Azure, or Google Cloud Platform, and experience with containerization and orchestration technologies.
  • Excellent problem-solving skills and analytical thinking, with a passion for tackling complex deep learning challenges.
  • Exceptional communication and collaboration skills, with the ability to work effectively in multidisciplinary teams and communicate technical concepts to non-technical stakeholders.
Benefits:
  • Competitive salary: The industry standard salary for Lead Deep Learning Engineers typically ranges from $200,000 to $300,000 per year, depending on experience and qualifications.
  • Comprehensive health, dental, and vision insurance plans.
  • Flexible work hours and remote work options.
  • Generous vacation and paid time off.
  • Professional development opportunities, including access to training programs, conferences, and workshops.
  • State-of-the-art technology environment with access to cutting-edge tools and resources.
  • Vibrant and inclusive company culture with opportunities for growth and advancement.
  • Exciting projects with real-world impact at the forefront of deep learning innovation.

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