Machine Learning Researcher/Engineer

Phitopolis

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オンサイト - タギッグ3年以上5年未満の経験大卒正社員
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職務内容

説明

About the Company


We are working with a frontier R&D company at the cutting edge of technology, focused on developing transformative solutions in computer vision, camera, and sensor data. The work combines the latest in AI/ML research with real-world applications to redefine the future of intelligent systems.

We are looking for a passionate and highly skilled Machine Learning Researcher/Engineer to join us and work with an elite team. If you are driven by innovation, enjoy solving complex problems, and thrive in a fast-paced, collaborative environment, we’d love to hear from you.


Key Responsibilities:


Model Development


  • Design and implement state-of-the-art machine learning models, including transformer-based LLMs, GANs, diffusion models, and RNNs (e.g., LSTMs), tailored to computer vision and sensor data.
  • Develop predictive models for time series analysis from sensor and camera data.


Research and Prototyping


  • 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.


Data Analysis


  • 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.


Collaboration


  • 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.


Qualifications:


Technical Expertise


  • 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.


Programming & Tools


  • Proficiency in Python and standard machine learning frameworks (PyTorch, TensorFlow).
  • Familiarity with libraries like Hugging Face, OpenCV, and NumPy.
  • Experience with cloud platforms (e.g., AWS, Azure, GCP) for model training and deployment.


Education


  • Bachelor’s or Master’s degree in Computer Science, Data Science, Mathematics, or related fields.
  • Ph.D. or published research in a relevant domain is a big plus.


Other Skills


  • Strong analytical and problem-solving skills.
  • Excellent communication skills to present research and findings effectively.
  • Ability to thrive in a research-focused, collaborative environment.


Preferred Experience


  • Preferably with over 5+ years of relevant experience
  • Knowledge of sensor fusion techniques and working with multimodal datasets.
  • Experience in handling camera data and developing real-time AI solutions.
  • Background in working for startups or R&D-focused organizations.


Company perks and benefits:


  • Opportunity to travel abroad for immersion
  • Paid certification trainings
  • Career development


Send your CV and a brief introduction of your expertise to [email protected].

Please include links to relevant projects, GitHub repositories, or research publications if available.

要件

Please refer to job description.

Python機械学習ディープラーニングデータ分析ニューラル ネットワーク統計分析Model DeploymentData EngineeringAlgorithm Design
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Boss

HR ManagerPhitopolis

勤務地

World Plaza, 29/F, 5th Ave, Bonifacio Global City, Taguig, PH

掲載日 14 May 2025

Phitopolis

51-100 従業人数

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