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Job Description
Role & responsibilities
- Proficiency in Python programming with solid experience in machine learning frameworks and libraries, such as scikit-learn, XGBoost, CatBoost, TensorFlow, and PyTorch.
- Strong command over data processing and visualization libraries including Pandas, NumPy, Matplotlib, and Seaborn to handle complex datasets and present insights.
- Hands-on experience deploying machine learning models using modern tools such as Docker, FastAPI, and MLflow to ensure seamless integration and scalability.
- Familiarity with cloud computing platforms, including AWS, GCP, or Azure, coupled with a solid understanding of MLOps workflows and automation.
- Expertise in data preprocessing, feature selection and engineering, as well as rigorous model evaluation techniques.
- Demonstrated capability to take full ownership of projects, working independently while driving collaboration with cross-functional teams.
Experience
- Minimum of 3 to 5 years of professional experience in data science roles, specializing in machine learning model development and deployment.
- Experience within automotive analytics, mobility services, or retail pricing sectors is highly valued, reflecting an understanding of domain-specific challenges and datasets.
- Knowledge of emerging technologies such as Generative AI, natural language processing (NLP), and deep learning methods is an advantage, enhancing model sophistication and applicability.
- Proven track record of successfully delivering production-level AI/ML projects that impact business outcomes significantly.
- Exposure to handling large, multi-modal datasets and improving model robustness in dynamic environments.
Skills
Data SciencePredictive ModelingMachine LearningDevelopment And DeploymentPythonStatistical ModelingDevelopmentMachineProductionIf a job posting appears fraudulent, asks for payment, contains misleading information, or violates our guidelines, please report it immediately. Our team will review it promptly, Jobaaj does not charge any fee from the applicants.
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