AI Pricing Strategist

7 godzin temu

Warszawa, Mazovia, Polska Grid Dynamics Poland Sp. z o.o. Pełny etat
Job Description:

We are seeking a talented Machine Learning Architect to join our long-term initiative project on creating a unified platform for managing promotions in real-time for a major Canadian retailer.

This role involves leading the architecture, development, and deployment of optimization and machine learning models to enhance pricing strategies and promotional decision-making, all while collaborating closely with data scientists, engineers, and business stakeholders.

Your key responsibilities will be:

  • Pricing Optimization Model Development: Lead the development and deployment of pricing optimization models using frameworks like OR-Tools, Pyomo, or Gurobi.
  • Data Pipelines Design: Design and implement data pipelines for insights and optimization.
  • Collaboration and Strategy Alignment: Collaborate with data scientists and business stakeholders to align pricing strategies.
  • Algorithm Utilization: Utilize advanced algorithms (MIP, LP, CP-SAT) for pricing decisions.
  • Experimentation and Analysis: Conduct experiments to enhance price prediction accuracy.
  • Scalable ML Architecture: Build scalable ML architectures on cloud platforms (Google Cloud, AWS).
  • Mentorship and Leadership: Mentor junior engineers and data scientists. Participate in sprint planning and coordinate projects.
  • Model Interpretability: Ensure model interpretability and integration with business processes.

Requirements:

  • Advanced Degree: Advanced degree (Ph.D. or Master's) in a relevant field.
  • Experience: 5+ years in machine learning/data science, with 3+ years in price optimization.
  • Technical Skills: Proficiency in Python and experience with ML libraries (PyTorch, Scikit-learn). Strong knowledge of data processing tools (Apache Spark, Pandas).
  • Cloud Platforms: Experience with cloud platforms (Google Cloud).
  • Optimization Algorithms: Understanding of optimization algorithms (LP, MIP).
  • Pricing Models: Proven experience in building pricing models.
  • Leadership and Mentorship: Strong leadership and mentorship skills.
  • Generative AI: Expertise in generative AI for pricing solutions.
  • Ai Strategies: Experience aligning AI strategies with business goals.
  • Large-Scale Initiatives: Background in large-scale pricing initiatives.
  • Research Contributions: Contributions to research or presentations at ML conferences.
  • Microservices: Skills in microservices and tools like FastAPI or Docker.

What We Offer:

  • Bleeding-Edge Projects: Opportunity to work on bleeding-edge projects.
  • Motivated Team: Work with a highly motivated and dedicated team.
  • Competitive Salary: Competitive salary.
  • Flexible Schedule: Flexible schedule.
  • Benefits Package: Benefits package - medical insurance, sports.
  • Corporate Social Events: Corporate social events.
  • Professional Development: Professional development opportunities.
  • Well-Equipped Office: Well-equipped office.

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