Architect,Data Scientist
Overview
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.
Responsibilities
- Technical subject matter expert for Advanced Analytics and digital solution (AI, ML, Advanced Analytics, NLP)Develop proof-of-concept demos in a SAFe Agile teamIdentify transfer learning opportunities and new training datasets.Build and deploy AI models for PBNAAssess new capabilities within AI/ML, shape business demand to leverage digital capabilities
Qualifications
- Bachelor’s/Masters/ Phd degree in Computer Science, MIS, Business Management, or related field required15+ years proven experience in programming and development projects.
- Hands-on experience with software development and system administration
- At least 10-12 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. Demonstrated commitment to learning about AI through your own initiatives through courses, books, or side projects.
- Excellent driveAbility to work in ambiguous situations.
- Problem-solving aptitude. Strong communication skills Understand sometimes ambiguous, needs, and translate to clear, aligned requirements
- 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