Data Scientist / Machine Learning Engineer

FBL CONSULTING PTE. LTD.
8 days ago
Posted date8 days ago
N/A
Minimum levelN/A
We are looking for a highly skilled Data Scientist / Machine Learning Engineer to join our team on a fully remote basis. The ideal candidate will have a strong background in machine learning, data analysis, and model deployment, with experience in building predictive models and data-driven solutions. If you have a passion for turning raw data into actionable insights, we'd love to hear from you!
Roles & Responsibilities
Model Development & Implementation
Analysis & Optimization
Deliverables & Visualization
Soft skills
Functional/Technical
Roles & Responsibilities
Model Development & Implementation
- Implement segmentation models (K-Means, DBSCAN, GMM, AutoML)
- Develop churn prediction algorithms (Logistic Regression, XGBoost)
- Build recommendation engines (Collaborative Filtering, Deep Learning)
- Design sales forecasting models (ARIMA, LSTM, Prophet)
Analysis & Optimization
- Prepare and clean customer data (Pandas, SQL)
- Select optimal hyperparameters and validate models
- Monitor model performance and suggest improvements
Deliverables & Visualization
- Create interactive dashboards with Power BI / Streamlit
- Generate detailed analytical reports with recommendations
- Skills & Experience
Soft skills
- Ability to explain results to non-technical stakeholders
- Analytical mindset and autonomy in a remote work environment
Functional/Technical
- Master's degree (or equivalent) in Data Science, Machine Learning
- 3+ years of experience in modelling and ML
- Consulting experience in data is a plus
- Proficiency in Python (Pandas, NumPy, Scikit-learn, TensorFlow/PyTorch)
- Strong SQL skills for data extraction and structuring
- Experience with Power BI / Tableau for data visualization
- Familiarity with API development and deployment using Flask/FastAPI (a plus)
JOB SUMMARY
Data Scientist / Machine Learning Engineer

FBL CONSULTING PTE. LTD.
Singapore
8 days ago
N/A
Contract / Freelance / Self-employed
Data Scientist / Machine Learning Engineer