Senior AIML Developer

OmegaHires

Job Location:

Dallas, IA - USA

Monthly Salary: Not Disclosed

Posted on: 21 days ago

Vacancies: 1 Vacancy

Job Summary

Job Description of the role -
Lead the design and implementation of an enterprise-scale demand forecasting solution on Snowflake. This role will drive architecture model strategy and end-to-end delivery of scalable AI/ML pipelines enabling a shift toward data-driven predictive planning.
Technical Skills
o Strong experience in AI/ML (Forecasting Time Series Regression Models)
o Hands-on experience with Python
o Expertise in Snowflake (Snowpark SQL data modeling performance optimization)
o Experience with data pipeline tools (DBT Matillion Airflow or equivalent)
o Strong SQL and data engineering fundamentals
o Domain Knowledge (Preferred)
o Experience in Supply Chain / Demand Planning / Manufacturing domain
o Understanding of seasonality S&OP processes and forecasting challenge
Key Responsibilities
ML Model Development & Deployment
o Design and develop demand forecasting models using statistical and machine learning techniques
o Build and operationalize ML models within the Snowflake ecosystem
o Deploy models into production with proper versioning monitoring and retraining strategies
Data Engineering & Pipeline Development
o Develop and maintain scalable data pipelines for ingesting transforming and preparing large datasets
o Leverage Snowflake features for ELT/ETL including integrations
o Ensure data quality governance and consistency across forecasting datasets
Performance Optimization & Scalability
o Optimize model performance for accuracy efficiency and cost
o Improve pipeline scalability using Snowflake warehouse tuning and compute optimization
o Implement monitoring mechanisms for model drift data drift and pipeline health
Business Collaboration & Translational Analytics
o Partner with business stakeholders (Supply Chain Sales Finance) to understand demand planning processes
o Translate business requirements into analytical solutions and ML features
o Support scenario analysis (seasonality demand variability supply constraints)

Required Experience:

Manager

Job Description of the role -Lead the design and implementation of an enterprise-scale demand forecasting solution on Snowflake. This role will drive architecture model strategy and end-to-end delivery of scalable AI/ML pipelines enabling a shift toward data-driven predictive planning.Technical Skil...