Machine Learning Specialist Job Opportunity

1 week ago

Taguig, National Capital Region, Philippines Phitopolis Full time

Join us at Phitopolis as we push the boundaries of technology by developing transformative solutions in computer vision, camera, and sensor data.

About the Job

We are seeking a highly skilled Data Science Researcher/Engineer to join our team. The ideal candidate will have experience with designing and implementing state-of-the-art machine learning models, including transformer-based LLMs, GANs, diffusion models, and RNNs (e.g., LSTMs).

Main Responsibilities:

  • Design and implement predictive models for time series analysis from sensor and camera data.
  • Explore cutting-edge techniques in generative AI and predictive analytics to solve real-world challenges in computer vision.
  • Publish research findings internally and integrate them into production-ready solutions.
  • Process, clean, and analyze large datasets collected from computer vision systems, cameras, and other sensors.
  • Create innovative data representations to enhance the accuracy of generative and predictive models.
  • Work closely with a multidisciplinary team of engineers and researchers to integrate AI models into larger systems.
  • Provide technical mentorship and guidance to junior engineers.

Requirements:

  • Proven experience with transformer-based architectures (e.g., GPT, BERT, Vision Transformers).
  • Hands-on expertise in generative ML techniques, including GANs, VAEs, and diffusion models.
  • Proficiency in predictive analytics using LSTMs and advanced time series analysis.
  • Solid understanding of computer vision principles and experience with vision datasets.

Preferred Qualifications:

  • Background in working for startups or R&D-focused organizations.
  • Knowledge of sensor fusion techniques and working with multimodal datasets.
  • Experience in handling camera data and developing real-time AI solutions.

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