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Data Scientist - Deep Learning Focus
Posted 22 days agoViewed
💎 Seniority level: Entry, 1 to 3 years
📍 Location: United States
💸 Salary: 110000.0 - 135000.0 USD per year
🔍 Industry: Smart Home
🏢 Company: Sense👥 251-500💰 $50,000,000 Series D over 3 years agoInternetStaffing AgencyHuman ResourcesSaaSRecruitingProfessional ServicesSoftware
⏳ Experience: 1 to 3 years
Requirements:
- Bachelor's or Master's degree in Computer Science, Machine Learning, Electrical Engineering, or a related field.
- 1 to 3 years of professional experience in data science or machine learning
- Familiarity with deep learning frameworks like TensorFlow or PyTorch.
- Basic understanding of neural network architectures (CNNs, RNNs, Transformers).
- Proficiency in Python and relevant data science libraries (NumPy, Pandas, Scikit-learn).
Responsibilities:
- Assist in designing and training deep learning models for device disaggregation.
- Perform data preprocessing and analysis to prepare datasets for model training.
- Conduct experiments with different model architectures and hyperparameters to optimize performance.
- Help curate ground truth datasets for model evaluation.
- Work with the engineering team to support model deployment in both cloud-based and embedded systems.
- Stay updated on deep learning advancements and contribute to best practices in model development.
- Collaborate with senior data scientists and engineers to improve data science infrastructure.
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