▷ [3 Days Left] Data Scientist
3 weeks ago
1. Algorithm Development:
- Design and implement machine learning algorithms for various applications, including natural language processing (NLP), recommendation systems, and predictive analytics.- Leverage your expertise in deep learning and generative AI to create innovative solutions.
2. Data Processing and Analysis:
- Collect, preprocess, and analyze large-scale datasets.- Apply statistical techniques and feature engineering to extract meaningful insights from data.
3. Model Training and Evaluation:
- Train and fine-tune ML models using Python and relevant libraries (e.g., TensorFlow, PyTorch).- Evaluate model performance using appropriate metrics and iterate to improve accuracy and efficiency.
4. Deployment and Monitoring:
- Deploy ML models to production environments (e.g., cloud platforms such as Azure, AWS, or GCP).- Monitor model performance, troubleshoot issues, and ensure robustness and reliability.
5. Collaboration and Communication:
- Collaborate with cross-functional teams, including data scientists, engineers, and product managers.- Communicate results and insights effectively to technical and non-technical stakeholders.
Desired Skills:
• Machine Learning: Strong knowledge of ML algorithms, including supervised and unsupervised learning.
• Generative AI: Experience with generative models (e.g., GANs, VAEs) and their applications.
• Python: Proficiency in Python for data analysis, model development, and scripting.
• Cloud Platforms: Hands-on experience with Azure, AWS, or GCP for model deployment and scalability.
• Natural Language Processing (NLP): Understanding of NLP techniques, sentiment analysis, and
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