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Sr. Principal Artificial Intelligence Engineer - OPTUM
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ABOUT THIS JOB

  • Company
    [email protected]
  • Location
    Bangalore
  • Posted On
    06 Oct 2020
  • Job Type
    Full Time
  • Functional Area
    Software Development
  • Industry
    IT-Software / Software Services
  • Education
    BTech
  • Applied Now
    0 Applicants
  • Experience
    6-10 Years
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Job Description


About the job

Specific responsibilities will include:  

  • Collaborate to define and shape the Art of the Possible
  • Research, invent, design and build novel AI solutions and train Machine Learning models to address the biggest opportunities in healthcare
  • Build out distributed training of large models for large datasets
  • Mentor and develop junior engineers in the AI/ML spaces
  • Develop a prioritized set of technical issues/shortcomings and/or data access challenges that would benefit from the application of AI/NLP solutions
  • Deliver strategic technical recommendations to address current, near-term and future technical needs
  • Make recommendations relative to when to modernize, rewrite, and/or leverage 3rd party technical assets
  • Influence the technical and business communities in UHG alike
  • Demonstrate business acumen and vision to disrupt healthcare
  • Publish academic papers at top tier conferences and journals
  • Ability to incubate novel trends in AI

Candidates will possess:

  • Advanced degree in Computer Science, AI/Machine Learning, Statistics, Optimization or related discipline
  • Experience with Tensorflow, Pytorch, and/or equivalent AI libraries
  • Experience with cloud-based (GCP, Azure, AWS) infrastructure and services
  • Experience with different Deep Learning model architectures (ie,Transformers, CNN’s, and RNN’s)
  • Strong drive to build new architectures and find new insights and “AUTOMATE ALL THE THINGS”
  • Demonstrated ability to read, synthesize and adapt academic research to actual production stems
  • TA track record of shipping software products
  • Advanced degree in the relevant area
  • AI publications and/or conference presentations desired
  • Experiences in software development and/or infrastructure in an area other than AI/ML preferred
  • 8+ years track record of advanced AI research and development

 

Preferred (either one or combination):

  • PhD in Computer Science, Statistics, Mathematics, or related quantitative discipline
  • Academic publications in AI at top tier conferences or journals
  • Experience in Healthcare
  • Demonstrable experience in building end-to-end AI systems
  • Demonstrable academic or industry experience in Speech AI
  • Demonstrable academic or industry experience in Natural Language Understanding
  • Demonstrable academic or industry experience in Image Processing
  • Demonstrable academic or industry experience in Deep Learning
  • Demonstrable academic or industry experience in Classical AI (search and planning)
  • Demonstrable academic or industry experience in Reinforcement Learning
  • Demonstrable academic or industry experience in Bayesian Statistics
  • Demonstrable academic or industry experience in Causal Inference
  • Demonstrable academic or industry experience in Ethical AI
  • Experience building and running ML algorithms in constrained environments (i.e., Mobile Phones)