DemandTec by Acoustic

DemandTec by Acoustic

DemandTec by Acoustic offers a comprehensive cloud-based pricing platform that leverages advanced data science to optimize retail pricing, promotions, and markdown strategies while facilitating effective collaboration between retailers and suppliers.

Internet Software & Services
251-1K
Founded 1999
$6M raised

Description

  • Build and validate machine learning models for pricing, promotion, and markdown optimization.
  • Contribute to GenAI initiatives by building vertical-domain agents and agent clusters.
  • Partner with Data Engineering to build robust, production-grade data pipelines.
  • Perform exploratory data analysis and translate retail and CPG data into actionable insights.
  • Build dashboards and visualizations to communicate findings to product and business stakeholders.
  • Participate in code reviews, model validation, and documentation practices.
  • Develop scalable feature engineering workflows over large retail datasets.

Requirements

  • 3+ years of experience in data science or applied machine learning roles.
  • Experience designing, building, and shipping models for price optimization, demand forecasting, promotion optimization, or similar retail and CPG use cases.
  • Strong analytical and problem-solving skills, with comfort working with imperfect real-world retail data.
  • Proficiency in Python, SQL, and machine learning frameworks such as Scikit-learn, TensorFlow, or PyTorch.
  • Familiarity with GenAI frameworks such as LLMs, Dify, LangChain, or RAG pipelines.
  • Familiarity with cloud-based data platforms such as AWS, GCP, or Azure, and big data technologies such as Spark, Hadoop, or Databricks.
  • Experience with data visualization tools such as Power BI or Tableau and modern MLOps practices.
  • Hands-on experience with modern data tooling such as dbt, Airflow, or similar orchestrators, and columnar or analytical engines.

Interested in this position?

Apply directly on the company website

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