AI/ML Scientist
2 weeks ago
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 Description We're looking for an AI/ML Scientist who loves to solve complex problems and has experience with Natural Language processing and Machine learning. Summary At 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.
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