
Data Science Professional
7 days ago
Job Description:
Astranova Mobility seeks a skilled Data Science Professional to drive business decision making through actionable insights derived from structured and unstructured data. The successful candidate will conduct end-to-end machine learning and data analytics activities, including data wrangling, feature engineering, building, and evaluating ML models.
The ideal candidate will have hands-on experience with ML frameworks and libraries such as TensorFlow, PyTorch, Scikit-learn, Pandas, and NumPy. Proficiency in writing production-quality code in Python is essential, along with a strong understanding of object-oriented programming principles.
Additionally, the candidate should have proven experience in analyzing and working with large datasets, expertise in applying both supervised and unsupervised learning techniques, and hands-on experience with various Business Intelligence (BI) tools.
Your Responsibilities:
- Support business decision making by deriving actionable insights from structured and unstructured data
- Conduct end-to-end machine learning and data analytics activities, including data wrangling, feature engineering, building, and evaluating ML models
- Research and implement novel machine learning approaches to enable informed business decisions
- Collaborate with business and engineering teams to analyze, extract, normalize, and label relevant data
- Perform data engineering, feature engineering, data preprocessing to train and tune ML models
- Utilize BI tools to prepare reports, analyze and visualize data
- Implement MLOps practices such as CI/CD and continuous training (CT) for deploying and maintaining ML models in production environments
Requirements:
- Hands-on experience with TensorFlow, PyTorch, Scikit-learn, Pandas, and NumPy
- Proficiency in writing production-quality code in Python
- Strong understanding of object-oriented programming principles
- Proven experience in analyzing and working with large datasets
- Expertise in applying both supervised and unsupervised learning techniques
- Hands-on experience with Business Intelligence (BI) tools
We Offer:
- A collaborative environment where creativity, critical thinking, and problem-solving skills are highly valued
- An opportunity to acquire new skills and retain a competitive advantage
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