Data Scientist - Remote

Company: Patra Corporation
Location: Blacklick
Posted on: May 16, 2022

Job Description:

Job DescriptionAbout PatraIf you're good at what you do, work anywhere. If you're the best at what you do, come work at Patra! We are leading the way in providing Technology-Enabled Services to the insurance industry. We have a culture first approach that puts inclusivity and work/life balance at the forefront. We do this 100% remotely, always have. About this jobAs part of the Data & Analytics team, the Director of Data Science will drive the development of advanced analytics solutions in support of our service offerings. This individual will work across product, engineering, and operational teams to ensure that we are building and architecting solutions that align with our Intelligent Automation strategies. Working closely with divisions throughout the organization, this role will own the development of solutions that leverage a full suite of AI capabilities (RPA, NLU, ML, etc.) to develop our next generation of analytic platforms. Core Duties

• Delivers innovative solutions in alignment with long term Intelligent Automation and Analytics strategies
• Contributes to analytic platform vision/roadmap by conducting research and architecting test of experiments for new technologies, e.g. AI capabilities
• Executes on Intelligent Automation roadmap to deliver new analytic solutions at scale across the organization
• Design and fine tune language models (NLP/NLU) to understand and build predictions or summaries from unstructured data
• Collaborate with technology partners to adopt, design, build, and/or integrate MLOps tools for the organization, ensuring they support broad DS needs, and help other DS groups adopt modern MLOps practices
• Engage in theoretical research to shape the future of AI utilizationMinimum Requirements - Education & Experience
  • PhD in STEM
  • 7+ years of relevant experience in data science
  • P&C insurance and consulting experience preferred
  • Must have experience with transformer modeling with BERT and GTP2
  • Broad knowledge of machine learning and statistics, with the ability to deep dive as well as converse at the executive level. NLP/NLU, Computer Vision, and other deep learning experience a plus.
  • Advanced python and related programming skills
  • Experience directing or managing small to medium projects
  • Ability to give effective training and presentations to DS, management, and other groups
  • Established ability to supervise, mentor, and/or manage junior data scientists
  • Analytical and quantitative skills, having the ability to use hard data and to back up assumptions for business cases development
  • Minimum internet speed of 6 mbps download and 3 mbps upload; no satellite Data Science skills:
    • Working knowledge of machine learning libraries including Scikit Learn, PyTorch.
    • Understanding of transformer based deep learning algorithms
    • Experience with Python programming
    • Familiar with NLP processing with unstructured data
    • Experience with Computer Vision is a plus Implementing MLOps using AWS SageMaker (preferred) Data Engineering:
      • Familiar with data process in SQL Server database
      • Comfortable implementing data collection from model endpoint Patra Corporation is an equal opportunity employer committed to celebrating diversity and creating a safe and inclusive environment for all employees.

Keywords: Patra Corporation, Columbus , Data Scientist - Remote, Other , Blacklick, Ohio