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nlp python pandas tensorflow pytorch📋 Description
- Lead development of Securly's content classification ML system for K-12 safety.
- Refactor models to multiclass and build labeled eval datasets.
- Define model cards with per-category metrics and risk analysis.
- Own the end-to-end ML lifecycle from architecture to production.
- Mentor engineers on ML practices and evaluation rigor.
- Collaborate with product and engineering on deployment and monitoring.
🎯 Requirements
- Multi-label/multi-class classification with 5+ years of applied ML.
- Python ML stack: scikit-learn, PyTorch or TensorFlow, pandas, numpy.
- NLP features: URL/domain/HTML features, TF-IDF or embeddings.
- ML evaluation rigor: precision/recall, confusion matrix, A/B testing.
- Data pipelines: training data pipelines, versioning, labeling workflows.
- Strong technical communication with stakeholders.
🎁 Benefits
- Health Insurance for employee and family.
- Accidental & Term Life Insurance.
- Learning & Development reimbursement.
- Paid Time Off and public holidays.
- Retirement benefits and gratuity.
- Parental Leave as per statutory norms.
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