Lead Data Scientist
Tasks
- Apply mathematical optimization to model improvement
- Build knowledge graphs and apply graph analytics
- Build predictive and prescriptive machine learning models
- Conduct simulations for forecasting and scenario analysis
- Deploy machine learning models using ML pipeline and ML Ops
- Develop unsupervised learning algorithms
- Ensure data security checks for production ML systems
- Implement NLP pipelines for sentiment analysis and summarization
- Perform natural language processing for information extraction
Perks/Benefits
Skills/Tech-stack
A Star | Agent-Based Simulation | Agent-based | Agentic AI | Amazon Web Services | Apache Spark | Azure | Basket analysis | Bellman Ford Algorithm | Breadth First Search | Cassandra | Cloud platform | Clustering | Collaborative Filtering | Computer Vision | Convolutional Neural Networks | Cycle detection | Data Security | Decision Trees | Deep learning | Density Based Clustering | Depth First Search | Dijkstra Algorithm | Dimensionality Reduction | Discrete Event Simulation | Discrete event | Document Summarization | Dynamic Programming | Ensemble learning | Event simulation) | Floyd Warshall | Floyd Warshall Algorithm | Genetic Programming | Genetic algorithm | Goal Programming | Google Cloud | Google Cloud Platform | Gradient descent | Graph Algorithms | GraphX | H2O | HBase | Hierarchical Clustering | Information Extraction | Integer Programming | Intent Classification | KMeans | Keras | Knowledge graphs | Langchain | Language Models | Language Processing | Large Language Models | Linear Programming | Long Short | Long Short-Term Memory | ML Ops | Machine Learning | Market Basket | Market Basket Analysis | Mathematical Optimization | Matplotlib | Mixed Integer | Mixed-Integer Programming | Model Deployment | Monte Carlo | Monte Carlo Simulation | MySQL | NLTK | Natural Language | Natural Language Processing | Neural Networks | Newton Method | NoSQL | NumPy | Optical character recognition | Oracle | PageRank | Pandas | PyTorch | Python | RDBMS | Regression | Retrieval-Augmented Generation | SciPy | Scikit-learn | Seaborn | Semantic Analysis | Sentiment Analysis | Series forecasting | Short Term Memory | Simulated annealing | Singular Value Decomposition | Spacy | Spark MLlib | Spectral Clustering | Speech Recognition | Stanford CoreNLP | System dynamics | TensorFlow | Tesseract | Text Clustering | Time Series | Time Series Forecasting | Transformers | TrustRank | Unsupervised Learning | Vector Databases | Vector space models | Web Services | Word Embeddings
Education
N/A
Roles
Data Scientist | Lead | Lead Data | Lead Data Scientist | Scientist
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