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Senior AI/ML Developer in Dallas, Texas at OmegaHires

NewJob Function: Information Technology
OmegaHires
Dallas, Texas, 75201, United States
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Job Description

  • 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)

Job Location

Dallas, Texas, 75201, United States

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