13 Aug
|
Emma of Torre.ai
|
India
13 Aug
Emma of Torre.ai
India
I’m helping
Ampera
find a top candidate to join their team
full time
for the role of
Data Science with ML
.
You will drive business innovation by deploying scalable machine learning and forecasting models.
Compensation:
Hidden
Location:
Remote (for India residents)
Mission of Ampera:
"Empower organizations to unlock the full potential of AI through intelligent data platforms, scalable machine learning, and decision intelligence solutions."
What makes you a strong candidate:
- You have
+5 years
experience in Machine learning, Forecasting, Data science.
- You are
proficient
in SQL, Random forest, Python, Performance optimization, Matplotlib, Logistic Regression, Linear regression.
- English
- Conversational
Responsibilities and more:
Role Overview:
- Design, develop, and deploy Machine Learning models for business-critical use cases.
- Build and optimize traditional ML models including Linear Regression, Logistic Regression, Decision Trees, Random Forest, Gradient Boosting (XGBoost, LightGBM, CatBoost), Support Vector Machines, and Clustering Algorithms.
- Develop forecasting solutions using ARIMA, SARIMA, Prophet, Exponential Smoothing, and Time-Series Regression Models.
- Perform exploratory data analysis (EDA), feature engineering, and data validation.
- Evaluate model performance using appropriate statistical and business metrics.
- Work with structured and semi-structured datasets from multiple sources.
- -Collaborate with business stakeholders to understand requirements and translate them into analytical solutions.
- Build scalable data pipelines and support model deployment in production environments.
- Monitor model performance, identify data drift, and implement model retraining strategies.
- Present insights and recommendations to technical and non-technical stakeholders.
Technical Skills:
- Advanced proficiency in Python including Pandas, NumPy, Scikit-learn, Statsmodels, XGBoost, LightGBM, and Prophet.
- Strong SQL skills with experience in comp
📌 Data Science with ML (India)
🏢 Emma of Torre.ai
📍 India