Job details
Job type full-time
Full job description
Datasite is the industry leader in technology solutions that enable mergers, acquisitions, initial public offerings, restructuring and other critical capital transactions in more than 170 countriesWe provide the world’s leading investment banks, private equity firms, law firms and corporations with tools to simplify, streamline and accelerate the due diligence process, helping them close more deals, fasterWe are a global team of high-energy, passionate peopleWe have strong individual voices but we work as a team, bringing out the best in each otherWe thrive under pressure and always keep the customer at the heart of everything we do.
Job description:
Who we are
We are datasiteCreators of momentum, eliminators of doubt and builders of tomorrowsThe leading saas provider for the mergers & acquisition industryWe give dealmakers around the world the tools they need to succeed across the entire deal lifecycleWe are problem solvers, inventors and builders, as a member of the datasite ai/ml team, you`ll be a part of the exploration of the futureWe are where science meets art, and high tech means more than computer code.
Our customers trust us and do business with us because we are serious about data security and passionate about empowering them with powerful solutions to achieve their desired deal outcomes in the shortest timeframes with the best results possibleWe are working to transform not only our business but our industry at large.
We`re looking for 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 architectureWe are looking for talented data scientist to join our r&d team to build nlp and ml based solutions to deliver intelligent features in our productsAs 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 classificationYou will work with a talented team of scientists, engineers and product managers to perform rapid experiments to validate hypothesis for new and unique features.
Essential duties and responsibilities:
Conduct research and evaluate ai methods and model design options
Establish model evaluation methods and metrics
Develop pipelines to extract features from text data to build training and validation datasets
Apply ml 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 engineers and product managers to creatively build solutions.
Qualifications:
Strong working knowledge of machine learning and deep learning applied to text data
Strong working knowledge of natural language processing
Hands on coding experience with python
Experience with nlp, ml libraries like tensorflow, keras, sklearn, pytorch, spacy, nltk, 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
Minimum education
Bachelor’s degree or equivalent industry experience in machine learning, natural language processing
Minimum experience
Three plus years of industry experience in building machine learning models using python
Exposure to text mining, natural language processing and understanding
Additional requirements
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.
