AI/ML Scientist

3 weeks ago

Minneapolis, United States DataSite Full time
Datasite is where deals are made. We provide the data rooms and SaaS technology used in M&A and other high-value transactions, to deliver projects in more than 170 countries. Carrying that success into the future is all about you. Your useful skills, your unusual experience, your unique ideas. Everyone here brings something unexpected. What’s yours? Invest your talents in us, and we’ll return the compliment.Job DescriptionWe're looking for anAI/ML Scientistwho loves to solve complex problems and has experience with Natural Language processing and Machine learning.SummaryAt Datasite we are transforming the way companies do Mergers and Acquisitions (M&A). We have the industry leading M&A platform: Datasite One that is built on modern micro-services based architecture. We are looking for talented engineer to join our R&D team to build NLP and ML based solutions to deliver intelligent features in our products.As an AI/ML Scientist,you will apply your knowledge of NLP and ML to build product features that use state of the art methods in entity extraction, clustering and classification. You will work with a talented team of engineers and product managers to perform rapid experiments to validate hypothesis for new and unique features.Preferred location is MN but open to US-remote.Essential Duties And Responsibilities
  • Exploratory Data analysis and feature engineering on unstructured text data and structured, semi-structured metadata
  • Design and develop pipelines to extract features from text data to build AI training and validation datasets
  • Design and develop prompts, orchestration chains and agents using Large Language Models (LLMS)
  • Apply AIML and NLP methods to large text data sets to create solutions that provide differentiating product features
  • Prototype new models, evaluate with small scale experiments in rapid iterations
  • Work with cross functional team of Data Scientists, Engineers and Product Managers to design and develop AI enabled products and feature
Qualifications
  • Bachelor’s Degree or equivalent industry experience in mathematics, statistics, machine learning, natural language processing
  • 3+ years of industry experience in building machine learning models using Python
  • Exposure to text mining, Natural Language Processing and Understanding
  • Exposure to LLMs
  • Working knowledge of machine learning and deep learning methods and tools
  • Exposure to Natural language processing and LLMs
  • Hands on coding experience with Python
  • Experience with NLP, ML libraries like langchain, sklearn, tensorflow, keras, spacy, pandas
  • Experience building ML pipelines from unstructured text data
  • Ability to quickly learn, evaluate and apply emerging technology
  • Fundamental understanding of data structures, algorithms and statistical methods used by ML models
  • Ability to interact with internal/external clients/customers in a professional manner.
  • Self-motivated and able to work both independently and in conjunction with team members and product groups.
  • Enthusiasm and flexibility to work on a variety of projects is necessary, as well as the ability to rapidly acquire new domain familiarity.
As a global organization, Datasite knows that diverse perspectives are essential to our success. We’re committed to maintaining a diverse workforce to serve our customers around the world. Datasite is an equal opportunity employer (EEO) and furthers the principles of EEO through Affirmative Action. #J-18808-Ljbffr

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