FAQs
What is the location of the Data Scientist position?
The Data Scientist position can be based in Providence, Rhode Island, or can be performed remotely.
What is the duration of the Data Scientist project?
The project duration is 6 months.
What programming language is essential for this role?
A solid foundation in Python programming is essential for this role.
Which AI libraries or frameworks should candidates be familiar with?
Candidates should be familiar with popular AI libraries/frameworks such as Langchain, TensorFlow, PyTorch, scikit-learn, and spaCy.
What cloud platform experience is required for this position?
Candidates must have hands-on experience with the Azure Cloud ecosystem, including Azure AI Search, Azure OpenAI APIs, and Azure SQL Database.
What type of data experience is necessary for this job?
Candidates should have hands-on experience working with unstructured data, as well as experience working with sensitive data standards like HIPAA and FHIR.
Is knowledge of search algorithms and retrieval models required?
Yes, in-depth knowledge of search algorithms, indexing techniques, and retrieval models for effective information retrieval tasks is required.
What techniques should candidates know regarding data handling?
Candidates should be proficient in manipulating data, performing complex queries, conducting data transformations using SQL Server, and be familiar with data normalization, feature engineering, and data augmentation techniques.
What analytical skills are required for this role?
Candidates need to have an analytical mindset with keen attention to detail and the ability to solve complex problems efficiently.
What is the minimum experience required for applicants?
A minimum of 10 years of experience as a data scientist is required for this role.
What is RAG architecture and is it relevant for this job?
Yes, candidates must have hands-on experience implementing a use case using RAG architecture, particularly in natural language processing tasks.
Are there any specific communication skills needed for this position?
Yes, the ability to communicate complex technical concepts effectively to both technical and non-technical stakeholders is essential, along with collaboration skills for working with cross-functional teams.
Is knowledge of cloud cost management practices necessary?
Yes, candidates should have knowledge of cloud cost management principles and best practices to optimize cloud resource usage and minimize costs.
Do we support additional healthcare data handling training?
Yes, relevant training related to handling healthcare data standards is supported for suitable candidates.