
Data Scientist
2 days ago
JOB TITLE: Data Scientist
DEPARTMENT: Software Development
REPORTS TO: Project Director
PURPOSE:
We are looking for an experienced Data Scientist to join our dynamic team and drive strategic decision-making through advanced data-driven insights. The ideal candidate will have 6+ years of industry experience, a strong foundation in machine learning, statistical analysis, andbig data technologies, and excellent English communication skills. You should bring a deep understanding of ML frameworks, model optimization techniques, and the ability to translate complex data into actionable intelligence across a range of real-world use cases.
QUALIFICATIONS, SKILLS, AND EXPERIENCE:
- Bachelor's degree in Data Science, Computer Science, Statistics, Mathematics, Engineering, or a related field (Master's/Ph.D. preferred).
- 6+ years of hands-on experience in data science, with a focus on predictive analytics and advanced modeling.
- Strong proficiency in Python (NumPy, Pandas, Scikit-learn) and SQL for data analysis and model development.
- Skilled in handling missing data, data cleaning, and feature engineering to enhance model performance.
- Well-versed in evaluation techniques like cross-validation, AUC, precision, and recall.
- Excellent English communication skills with solid knowledge of statistical methods and ML algorithms, including regression, decision trees, and time series forecasting.
KEY RESPONSIBILITIES:
- AI/ML Model Development: Design, build, and deploy AI/ML models using best practices in algorithm selection, tuning, and evaluation to solve real-world problems.
- End-to-End Projects: Lead full data science workflows, from defining goals and sourcing data to deployment and monitoring, delivering actionable insights.
- Predictive Modeling: Develop and refine models using decision trees, gradient boosting, and deep learning (e.g., TensorFlow, PyTorch) to support business strategies.
- Model Monitoring: Set up pipelines for performance tracking, A/B testing, and ongoing evaluation to ensure reliability and accuracy.
- Innovation: Stay current with emerging ML techniques and tools, enhancing model performance and contributing to team growth.
- Cloud & Big Data: Use platforms like AWS, Azure, or GCP for scalable data processing and model deployment.
- Deep Learning & NLP: Build solutions for unstructured data using frameworks like BERT, SpaCy, and Hugging Face.
- Visualization: Communicate results effectively using Tableau, Power BI, Matplotlib, and Seaborn.
- Interpretability: Apply SHAP, LIME, and related tools to ensure model transparency.
A Culture of Belonging: At our core, we value diversity and inclusion. As an equal opportunity employer, we are dedicated to creating a workplace where every voice is heard, every person is respected, and everyone has the opportunity to succeed.
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