Advanced Data Scientist

Honeywell Honeywell · Industrial · Pune, Maharashtra, India

This role focuses on researching and implementing advanced AI concepts like generative AI, causal methods, and knowledge graphs to solve industrial problems. The data scientist will lead analytical initiatives, mentor junior members, and develop scalable AI solutions, with a focus on research aligned to product roadmaps.

What you'd actually do

  1. Conduct research aligned to product and technology roadmaps to mature and apply advanced AI concepts, including generative AI, causal methods, knowledge graphs, machine learning, and deep learning.
  2. Research, design, and implement scalable AI-based solutions that solve high-value customer problems and support new growth opportunities.
  3. Lead prototyping and what-if explorations that support pilot programs and R&D initiatives.
  4. Collaborate with cross-functional teams to develop data-driven solutions and translate business requirements into analytical approaches.
  5. Design, develop and implement robust and scalable Python based applications. Need to work closely with cross-functional teams to understand requirements, analyse data, and provide technical solutions to address business needs

Skills

Required

  • machine learning
  • statistical modeling
  • data analysis
  • Python
  • generative AI
  • causal methods
  • knowledge graphs
  • deep learning

Nice to have

  • Chemical engineering background
  • APC/APM experience
  • automated unit testing with pytest
  • industrial automation domain
  • packaging Python applications
  • agile methodologies
  • version control
  • Git
  • Bitbucket
  • DevOps toolsets
  • GitHub Copilot
  • productivity-enhancing tools
  • new trends

What the JD emphasized

  • scalable AI-based solutions
  • scalable Python based applications
  • robust and scalable Python based applications

Other signals

  • generative AI
  • causal methods
  • knowledge graphs
  • machine learning
  • deep learning
  • scalable AI-based solutions