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Data Scientist
Responsibilities
- Work with large and complex data sets to solve challenging business problems
- Collect, clean, and preprocess large datasets for analysis & model training
- Perform exploratory data analysis (EDA) to uncover insights and inform model development
- Develop, train, and optimize machine learning models using state-of-the-art algorithms and frameworks
- Build end-to-end ML pipelines, including data ingestion, transformation, model training, validation, and deployment
- Automate workflows for model training, testing, and deployment using CI/CD pipelines and MLOps tools
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Collaborate with cross-functional teams to integrate models into applications and deliver end-to-end solutions
- 5+ years of experience in data science, machine learning, or AI
- Expertise in supervised/unsupervised learning, deep learning, NLP, computer vision, or generative AI (e.g., LLMs).
- Strong proficiency in Python and/or R; familiarity with SQL for data querying
- Ability to build data pipelines (Spark, Airflow, Hadoop) and work with big data tools
- Understanding of model serving, API development (FastAPI, Flask), and optimizing model performance for real-time or batch inference.
- Knowledge of Docker, Kubernetes, CI/CD pipelines, and tools like MLflow/Kubeflow for model lifecycle management (MLOps)
- Experience deploying models on AWS, Google Cloud, Azure, or similar (e.g., Sagemaker, Vertex AI)
- Educational qualifications: Bachelor’s degree in Computer Science, Engineering, or related field required
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