Role
Company
What you'll do:
- Model Development: Design, develop, and optimize machine learning models for classification, regression, clustering, and natural language processing tasks.
- Data Processing: Clean, preprocess, and transform datasets to create training and testing datasets.
- Algorithm Selection: Select and implement appropriate machine learning algorithms and tools to solve specific problems.
- Model Training: Train models using state-of-the-art techniques, including deep learning frameworks like TensorFlow, PyTorch, or scikit-learn.
- Model Evaluation: Evaluate model performance using metrics like accuracy, precision, recall, F1-score, AUC-ROC, and confusion matrix.
- Deployment: Integrate machine learning models into production environments, ensuring they are scalable, robust, and efficient.
- Data Visualization: Create data visualizations and dashboards to communicate model insights and performance to stakeholders.
- Collaboration: Work closely with data engineers, software developers, and product managers to deliver machine learning solutions that align with business goals.
- Continuous Improvement: Stay up-to-date with the latest developments in AI and machine learning and apply new techniques to improve existing models.
- Documentation: Maintain comprehensive documentation of models, processes, code, and workflows.
What makes you great fit:
- Education: Bachelor's or Master's degree in Computer Science, Data Science, Machine Learning, Statistics, or a related field.
- Experience: 2+ years of experience in machine learning or data science roles.
- Programming Skills: Strong
About us:
Material Depot is a decor materials brand that is revolutionizing the entire interior design shopping experience with cutting-edge designs and the convenience of shopping from your home. Started in 2022 by Manish (ex-BCG) and Sarthak (IITB Alum), who both worked extensively in the construction space globally. Funded by prominent Global VCs including Accel, Whiteboard, and Y-Combinator among others, they seek to expand their team and hiring across roles.
Material Depot revolutionizes the construction industry by providing a one-stop platform for all your decorative interior materials
We help companies hire engineers vouched by other techies. We are a sourcing engine on auto-pilot; where startups can not only find candidates and do outreach to them automatically but also get reference checks on them in an instant. After 4 days of signing up, they start getting candidates with ready back channel references on their calendar to interview.
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