- Conduct exploratory data analysis to understand patterns, trends, and anomalies in datasets.
- Clean, preprocess, and transform raw data for predictive modelling.
- Develop and implement machine learning algorithms for predictive analysis.
- Build and train models using statistical techniques and machine learning frameworks.
- Evaluate model performance and iteratively improve accuracy.
- Identify relevant features and variables for predictive modelling.
- Engineer new features to enhance model performance.
- Create visualizations to communicate insights and model outcomes effectively.
- Present findings to both technical and nontechnical Collaborate with crossfunctional teams to define project requirements and objectives.
- Work closely with domain experts to understand business needs and translate them into data science Document methodologies, data sources, and model specifications.
- Maintain clear and organized documentation for reproducibility.
- Stay abreast of the latest developments in data science, machine learning, and predictive analytics.
- Engage in professional development to enhance skills and Proficiency in programming languages such as Python.
- Experience with machine learning libraries/frameworks (e.g., scikitlearn, TensorFlow, PyTorch).
- Strong statistical analysis skills and knowledge of predictive and classification modelling techniques.
- Familiarity with data visualization tools (e.g., Matplotlib, Seaborn, Tableau).
- Excellent problemsolving skills and attention to detail.
- Strong communication skills to convey complex technical concepts to diverse audiences.
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Data Scientist - delhi, India - Talent 101
Description
Job Summary:
This is a contractual job for a period of 1 year and extendable
As a Junior Data Scientist specializing in predictive analysis, you will play a crucial role in leveraging data to derive insights, build predictive models, and contribute to data-driven decision-making.
The ideal candidate will have a strong foundation in statistical analysis, machine learning techniques, and a passion for solving complex problems through data-driven approaches.
Key Responsibilities:
Data Analysis:
Predictive Modelling:
Feature Engineering:
Data Visualization:
Continuous Learning: