Machine Learning Innovator
9 hours ago
We are a pioneering Web3 company, delivering cutting-edge blockchain and Web3 products for the US market.
About UsOur mission is to push the boundaries of machine learning research and development, creating innovative solutions to tackle complex real-world problems. We collaborate closely with cross-functional teams to drive innovation and transform ideas into scalable products.
Job DescriptionWe are seeking an experienced Machine Learning R&D Engineer to join our team. The ideal candidate will have a strong theoretical background in machine learning, statistics, and optimization, as well as proficiency in programming languages such as Python, C++, or Java.
Key Responsibilities:- Research & Development:
- Conduct thorough research on novel machine learning algorithms and techniques, including supervised, unsupervised, and reinforcement learning.
- Explore advancements in areas such as deep learning, generative models, NLP, computer vision, and optimization.
- Stay up-to-date with the latest publications and trends in the ML and AI community.
- Model Development & Experimentation:
- Develop, train, and optimize machine learning models for various applications.
- Implement and experiment with prototypes to test feasibility and performance.
- Utilize frameworks such as TensorFlow, PyTorch, or Scikit-learn for model implementation.
- Data Processing & Analysis:
- Design pipelines for collecting, preprocessing, and analyzing large datasets.
- Perform exploratory data analysis to identify patterns, trends, and insights relevant to R&D goals.
- Collaboration:
- Work closely with product teams to translate research into deployable solutions.
- Partner with data engineers, software developers, and domain experts to integrate models into production environments.
- Performance Evaluation:
- Benchmark model performance using standard metrics and datasets.
- Perform error analysis to identify and resolve bottlenecks in algorithms or data.
- Documentation & Reporting:
- Write research papers, technical reports, and patents to showcase innovations.
- Presents findings and progress to stakeholders and the broader technical community.
- Bachelor's, Master's, or Ph.D. in Computer Science, Machine Learning, Data Science, Mathematics, or a related field.
- Strong theoretical knowledge of machine learning, statistics, and optimization.
- Proficiency in programming languages such as Python, C++, or Java.
- Experience with ML frameworks (TensorFlow, PyTorch, Keras).
- Solid understanding of algorithms, data structures, and software development principles.
We offer:
- Independent Contractor Agreement (ICA) employment with a U.S. company.
- Full-time remote working arrangements.
Our clients include established high-tech blockchain projects and innovative fintech startups. We focus on delivering cutting-edge blockchain and Web3 products for the US market.
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