Data Scientist
Remote
Fulltime
Core Data Science Skills
Statistical analysis & hypothesis testing
Machine learning (supervised & unsupervised)
Deep learning (CNNs, RNNs, Transformers)
Predictive modeling & forecasting
Experiment design (A/B testing)
Programming & Tools
Python (NumPy, Pandas, Scikit-learn, TensorFlow, PyTorch)
R (dplyr, ggplot2, caret)
SQL for data extraction & manipulation
Jupyter Notebooks / Google Colab
Git / GitHub
Data Engineering & Pipelines
ETL/ELT pipeline development
Data preprocessing & feature engineering
Big data tools (Spark, Hadoop)
Workflow orchestration (Airflow, Prefect, Dagster)
Databases & Storage
Relational databases: PostgreSQL, MySQL
NoSQL: MongoDB, Cassandra
Cloud storage: AWS S3, GCP Cloud Storage, Azure Blob
Cloud & Deployment
AWS (SageMaker, Lambda, EC2)
GCP (Vertex AI, BigQuery)
Azure Machine Learning
Containerization (Docker)
Model deployment with REST APIs / FastAPI / Flask
MLOps & CI/CD for ML models
AI & Advanced Skills
NLP (Transformers, BERT, GPT, embeddings)
Computer vision (OpenCV, image classification, object detection)
Generative AI & LLM integration
Time series modeling
Recommender systems
Analytics & Visualization
Data storytelling & business insight generation
Visualization tools: Tableau, Power BI, Matplotlib, Seaborn, Plotly
Dashboard creation & reporting
Soft Skills
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