Data Scientist, Research Data Insights Specialist

3 days ago

New York, New York, United States Digital Science Full time
Job Overview

We are seeking a highly skilled Data Scientist to join our team at Digital Science. As a key member of our research data insights team, you will play a critical role in developing new analytic approaches and capabilities leveraging our scientometric data sets and emerging knowledge graph ecosystem.

Key Responsibilities:

  • Conduct large-scale, quantitative data analysis using Dimensions in-house data assets and external or customer data sets as required.
  • Leverage Large Language Models and other AI technologies to address customer analytical needs.
  • Plan, design, maintain and document data integrations, pipelines, internal use utilities, tools and software packages to support our advanced analytic capabilities.
  • Build machine-learning models that operate on large, text-based documents for a variety of applications including named entity resolution, relationship extraction, document clustering and topic modeling.
  • Create and deploy visualizations and interactive web-based dashboards using tools such as Plotly, Dash, and React.

Requirements:

  • Good understanding of the S&T ecosystem - funders, research organizations, scientific publishing and related experience working with bibliometric/scientometric datasets.
  • Familiarity with knowledge graphs (including technologies such as RDF and SPARQL) and experience building and querying knowledge graphs in support of analytic workloads.
  • Experience in Python, including relevant Python libraries and modules such as pandas, scikit learn, gensim, transformers, pyTorch and Dash.
  • Familiarity with commercial AI models like GPT, Bard or Palm and experience working with LLM support toolkits such as LangChain, Guidance, and Haystack.
  • Experience with data visualization tools (Plotly, D3, matplotlib etc)
  • Ability to thrive in an environment where you can work independently and remotely.
  • Previous experience of working globally and across multiple teams.
  • Strong communication skills and ability to communicate findings to a varied audience through written and verbal presentation.
  • 3-5 years of experience delivering customer solutions.

We are an equal opportunity employer and welcome applications from diverse candidates. Current US Public Trust clearance preferred, as applicants will be subject to a security investigation and will need to meet eligibility requirements for access to sensitive information.

We invest in, nurture and support innovative businesses and technologies that make all parts of the research process more open, efficient and effective. Our values are: We are brave in the pursuit of better, We are collaborative and inclusive, We are always open-minded, We are from and for the community.

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