Artificial Intelligence Architect

2 months ago

Milwaukee, Wisconsin, United States KOHLER Full time
About the Role

We are seeking an experienced Artificial Intelligence Architect to join our team at Kohler. As an AI Architect, you will be responsible for designing, developing, and implementing end-to-end data science and machine learning solutions.

Key Responsibilities
  • Solution Design: Design and develop end-to-end AI solutions that address specific business problems in finance, marketing, supply chain, and digital experiences.
  • Technical Leadership: Provide technical expertise and guidance to AI data scientists, ensuring alignment with coding standards, industry-standard algorithms, and architectural principles.
  • System Architecture: Define the overall architecture of AI systems, including data pipelines, model training, inference engines, and integration with existing IT infrastructure.
  • Model Development: Oversee the development and optimization of machine learning models, ensuring high performance, scalability, and interpretability.
  • Technology Evaluation: Evaluate new AI technologies, tools, and frameworks to recommend the most suitable options for specific use cases and project requirements.
  • Collaboration: Partner with product managers to decide on fit-for-purpose model architectures that serve business use cases and contribute to the product roadmap development.
  • Cross-Functional Collaboration: Work closely with cross-functional teams, including subject matter experts, data scientists, data engineers, and software developers, to integrate AI capabilities into various applications and processes.
  • GenAI Solution Design: Utilize expertise in GenAI frameworks to architect scalable, efficient, and high-performance AI solutions that leverage the latest advancements in the field.
  • MLOps and AI Ops Implementation: Implement MLOps and AI Ops practices to streamline the machine learning and LLM lifecycle, including version control, automation, CI/CD pipelines, and monitoring for AI models.
  • Research and Development: Stay abreast of industry trends, emerging technologies, and research breakthroughs to continuously enhance the performance and capabilities of AI solutions.
  • Performance and Cost Optimization: Optimize AI models for speed, accuracy, and efficiency through techniques such as hyperparameter tuning, model compression, and deployment optimizations.
  • Security and Compliance: Ensure that AI systems developed adhere to data protection regulations, security protocols, and ethical standards in AI development and deployment.
Requirements
  • Education: Master's degree in data science, artificial intelligence, machine learning, or a related field. A Ph.D. is a plus.
  • Experience: 8-10 years of active statistics/engineering/machine learning/AI experience with proven experience as an AI architect, data scientist, or machine learning engineer, with a focus on GenAI technologies and MLOps practices.
  • Skills: Proficiency in programming languages such as R, Python/Pyspark or Scala and hands-on experience with AI frameworks like TensorFlow, PyTorch, and GenAI-specific frameworks like RAG frameworks.
  • Certifications: Certifications in AI, machine learning, or GenAI platforms are preferred.
About Kohler

Kohler is a leading global manufacturer of kitchen and bath products, engines, and power generation systems. We empower each associate to #BecomeMoreAtKohler with a competitive total rewards package to support your health and wellbeing, access to career growth and development opportunities, a diverse and inclusive workplace, and a strong culture of innovation.

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