Pepsi Foods

Architect, AI/ML Developer

Job Description

  • This role will lead technical development within Artificial Intelligence / Machine Learning for PBNA Advanced Analytics.
  • This will include design, implement, and maintain digital solutions for PBNA sector.

The Role is Responsible for:

  • Set up and manage our AI development and facilitate production infrastructure.
  • Help AI product managers and business stakeholders understand the potential and limitations of AI when planning new products.
  • Build data ingest and data transformation infrastructure.
  • Identify transfer learning opportunities and new training datasets.
  • Build AI models from scratch and help product managers and stakeholders understand results.
  • Deploy AI models into production.
  • Create APIs and help business customers put results of your AI models into operations.
  • Keep current of latest AI research relevant to PBNA business domain.

Accountabilities of this Role:

  • Technical subject matter expert for Advanced Analytics and digital solution (AI, ML, Advanced Analytics)
  • Develop proof-of-concept demos in a SAFe Agile team
  • Identify transfer learning opportunities and new training datasets.
  • Build and deploy AI models/pipelines for PBNA
  • Assess new capabilities within AI/ML, shape business demand to leverage digital capabilities
  • Bachelor s degree in Computer Science, MIS, Business Management, or related field required
  • 10 years proven experience in programming and development projects.
  • Hands-on experience with software development and system administration

Key Skills Required:

  • At least 8-10 years hands-on programming experience working on enterprise products.
  • Demonstrated proficiency in multiple programming languages with a strong foundation in a statistical platform such as Python, R, SAS, or MatLab.
  • Experience building AI models in platforms such as Keras, TensorFlow, or Theano.
  • Working knowledge of Microsoft Azure, ADF and/or Databricks
  • Demonstrated commitment to learning about AI through your own initiatives through courses, books, or side projects.
Non Technical Skills:
  • Excellent drive
  • Ability to work in ambiguous situations
  • Problem-solving aptitude
  • Strong communication skills
  • Understand sometimes ambiguous, needs, and translate to clear, aligned requirements
Differentiating Skills:
  • Ability to work with virtual teams (remote work locations); lead team of technical resources (employees and contractors) based in multiple locations across geographies
  • Positive attitude
  • Participate in ideation and solutioning discussions, driving clarity of complex issues/requirements to build robust solutions

Key Skills

SAS; MIS; Artificial Intelligence; technical subject matter expert; Machine learning; Agile; MATLAB; Python; System administration

About Company


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