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Company

myGwork - LGBTQ+ Business Community · 19 hours ago

Data Scientist

United States

Full-time

Remote

Mid Level

$84K/yr - $134K/yr

4+ years exp

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Responsibilities

Design and develop solutions for medical language learning through language models

Interpreting health documents like health plans, prior authorization guidelines, patient charts and deriving meaningful insights through summarization, rule generation, etc

Transforming rules and workflows into knowledge graphs and automate downstream processing

Work with Engineering team for training data acquisition and data analysis

Follow the process for ML use case evaluation and planning

Design, develop, and optimize RAG (Retrieval-Augmented Generation) models to facilitate effective information retrieval

Utilize vector databases and advanced indexing techniques to efficiently store and retrieve relevant information for conversational contexts

Fine-tune and optimize large language models such as Cohere for specific use cases in the healthcare

Implement and experiment with cutting-edge NLP, NLU, and NLG techniques to solve various use cases

Collaborate with engineers to integrate machine learning models into production systems, ensuring scalability, reliability, and performance

Qualification

Find out how your skills align with this job's requirements. If anything seems off, you can easily click on the tags to select or unselect skills to reflect your actual expertise.

Data ScienceAI/MLPythonNLP FundamentalsTensorFlowPyTorchRCloud PlatformsNLU TechniquesNLG TechniquesRAG ModelsVector DatabasesLarge Language ModelsAWSOCIDockerKubernetesProduct Development

Required

Master's degree or PhD in Computer Science, Engineering, Mathematics, or related experience

4+ years of experience in data science

Focus on building and deploying language AI

Strong programming skills in Python and proficiency with machine learning libraries such as TensorFlow, PyTorch, or R.

Experience with cloud platforms (e.g., AWS, OCI) and containerization technologies (e.g., Docker, Kubernetes).

Solid understanding of NLP fundamentals and experience with NLU/NLG techniques such as sentiment analysis, entity recognition, and text generation.

Excellent problem-solving abilities and a pragmatic approach to building scalable and robust machine learning systems.

Strong communication skills with the ability to collaborate effectively with cross-functional teams and articulate complex technical concepts to non-technical stakeholders

You are comfortable with ambiguity. You have a strong sense of ownership, can define your own workplan, set goals for others, and can drive projects to completion

You are excited to learn new technologies and stay on the cutting edge of what’s possible

You have taken a product or platform from 0 to 1, you know what it takes to launch something

Preferred

Preference for expertise in developing RAG models, working with vector databases, and fine-tuning large language models.

Benefits

Medical, dental, and vision insurance, including expert medical opinion

Short term disability and long term disability

Life insurance and AD&D

Supplemental life insurance (Employee/Spouse/Child)

Health care and dependent care Flexible Spending Accounts

Pre-tax commuter and parking benefits

401(k) Savings and Investment Plan with company match

Paid time off: Flexible Vacation is provided to all eligible employees assigned to a salaried (non-overtime eligible) position. Accrued Vacation is provided to all other employees eligible for vacation benefits. For employees working at least 35 hours per week, the vacation accrual rate is 13 days annually for the first three years of employment and 18 days annually for subsequent years of employment. Vacation accrual is prorated for employees working between 20 and 34 hours per week. Employees working fewer than 20 hours per week are not eligible for vacation.

11 paid holidays

Paid sick leave: 72 hours of paid sick leave upon date of hire. Refreshes each calendar year. Unused balance will carry over each year up to a maximum cap of 112 hours.

Paid parental leave

Adoption assistance

Employee Stock Purchase Plan

Financial planning and group legal

Voluntary benefits including auto, homeowner and pet insurance