002AVM - Data Science Engineer
Tamil Nadu, Coimbatore, India
Augusta Hitech
Name of the position : Data Science Engineer
Time Zone : UK
Remote : Yes
No. of resources needed for this position : 01
Type of contract : Contract (2 months)
Years of experience : 5+ Years
Tentative Start Date : ASAP
OVERVIEW:
We are looking for a highly skilled Data Science Engineer with 5-6 years of experience to assist in refining and enhancing an existing demand planning and projection model. This role requires expertise in data engineering, statistical modeling, and machine learning to drive accurate demand forecasting and business insights.
RESPONSIBILITIES:
Work with an existing demand planning and forecasting model to enhance accuracy and efficiency.
Analyze historical sales data, market trends, and external factors to improve prediction models.
Optimize and scale machine learning algorithms for demand forecasting.
Collaborate with business stakeholders, data analysts, and supply chain teams to understand forecasting needs.
Maintain, update, and retrain models to adapt to evolving business needs and external factors.
Ensure data quality, integrity, and consistency across different data sources.
Develop automated pipelines for data ingestion, transformation, and model deployment using AWS SageMaker.
Use AWS SageMaker for model training, tuning, and deployment to optimize performance at scale.
Implement time series analysis, regression models, and deep learning techniques to refine predictions.
QUALIFICATIONS:
Strong proficiency in Python or R for data analysis and machine learning.
Experience with time series forecasting models (ARIMA, SARIMA, Prophet, LSTM, etc.).
Knowledge of machine learning frameworks (Scikit-learn, TensorFlow, PyTorch, XGBoost).
Hands-on experience with AWS SageMaker for training, tuning, and deploying ML models.
Experience with SQL and NoSQL databases for data extraction and manipulation.
Familiarity with big data technologies (Spark, Hadoop) and cloud platforms (AWS, GCP, Azure).
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* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: AWS Azure Big Data Data analysis Data quality Deep Learning Engineering GCP Hadoop LSTM Machine Learning ML models Model deployment Model training NoSQL Pipelines Python PyTorch R SageMaker Scikit-learn Spark SQL Statistical modeling Statistics TensorFlow XGBoost
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