Senior Data Scientist

Factset Research Systems Inc. Remote - United States , CT

Posted 4 weeks ago

FactSet is seeking a Senior Data Scientist with significant experience in natural language processing and knowledge graph development, including experience building and/or prototyping KGs and application of machine learning to knowledge graphs. This role is located within the Content Engineering AI team and reports to the VP, Director of AI.

The Senior Data Scientist works with Director of AI to develop a roadmap for management and growth of information systems to improve entity, topic, and relationship definition, extraction, and normalization from unstructured text.

Work may include entity and topic modeling, semantic tagging/enrichment, information extraction, transfer learning, and graph neural networks.

Requirements

  • Python data science stack and Jupyter Notebooks (Pandas, Scikit learn, Numpy, Networkx, etc.)

  • Development and design of ontologies / taxonomies for knowledge bases

  • Prior experience with RDFs, triple stores, and relation extraction

  • Experience with classifiers and embeddings for knowledge representations

  • 3+ years experience in development of Machine Learning or NLP programs and classification algorithms

  • Experience with NLP libraries (e.g. NLTK, SpaCy)

  • Development of linear models or classifiers for reporting and analytics (e.g. regression, Bayesian classifiers, random forest, SVM)

  • Prior experience working with unstructured data (text content, JSON records) including feature engineering experience from unstructured data

  • Working with Agile development practices in a production environment

  • MS in Machine Learning, Computer Science or a related discipline to come up with ideal solutions for challenging problems.

Desired Skills

  • Graph database experience (AWS Neptune, Neo4j)

  • Experience or exposure with AWS environment [SageMaker, S3, Athena, Glue, ECS, EC2]

  • Experience working with large volumes of data in a stream or batch processing environment.

  • Prior experience with Docker and API development

  • Familiarity with deep learning libraries (Keras, PyTorch, Tensorflow)

  • Usage of MongoDB

  • Familiarity with big data tool chain (e.g. Pyspark, Hive)

FactSet is an Equal Opportunity Employer - M/F/Veteran/Disability/Sexual Orientation/Gender Identity

icon no score

See how you match
to the job

Find your dream job anywhere
with the LiveCareer app.
Mobile App Icon
Download the
LiveCareer app and find
your dream job anywhere
App Store Icon Google Play Icon
lc_ad

Boost your job search productivity with our
free Chrome Extension!

lc_apply_tool GET EXTENSION

Senior Data Scientist

Factset Research Systems Inc.