
Solenya

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About
Solenya is an AI company focused on Zero-shot Discovery and Recommendations. Their technology aims to unify search and recommendations in e-commerce. The company is currently hiring for various roles, including a Machine Learning Researcher position based in South Africa (hybrid work environment). Solenya utilizes tools and technologies like PyTorch, Hugging Face, Tensorboard, MLFlow, and Weights & Biases.
Platform
Task
Features
• zero-shot discovery
• zero-shot recommendations
Job Opportunities
ML Researcher
Solenya uses AI for Zero-shot Discovery and Recommendations, unifying search and recommendations in e-commerce.
Experience Requirements:
3+ years of experience in ML research
Other Requirements:
Expertise in domains like Reinforcement Learning, Simulation, Statistical Analysis, Computer Vision, and NLP
Deep knowledge of modern machine learning theory, loss function engineering, and the latest advances in AI research
Proficiency in cloud infrastructure management and model deployment using Terraform and Kubernetes
Familiarity with PyTorch, Hugging Face, and experiment tracking platforms like Weights & Biases
Responsibilities:
Lead the development and fine-tuning of advanced ML models across domains like Reinforcement Learning, NLP, and Computer Vision.
Design and implement effective Hyperparameter Optimization (HPO), cross-validation strategies, and architecture selection processes.
Choose loss functions and optimizers tailored for specific problem sets and ensure models generalize well.
Implement and monitor experiment tracking using tools like Tensorboard, MLFlow, or Weights & Biases.
Develop and optimize training datasets using Hugging Face Datasets and PyTorch. Stay on top of evolving literature and drive new research initiatives that keep us ahead of the curve.
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