Lead Data Scientist

At MCG, we lead the healthcare community to deliver patient-focused care. We have a mission-driven team of talented physicians and technical experts developing our evidence-based content and innovating our products to accelerate improvements in healthcare.

If you are driven to enhance the US healthcare system, MCG is eager to have you join our team. We cultivate a work environment that nurtures personal and professional growth, and this is a thrilling time to become a part of our organization.

With dynamic roles that offer meaningful impact, you'll be able to fully realize your potential. Plus, you'll enjoy world-class benefits and the security, stability, and resources of our parent company, Hearst, with over 100 years of experience.

Position Summary : The data science team at MCG Health is looking for a Staff Data Scientist to assist our work creating state of the art machine learning solutions that improve the efficiency of clinical documentation.

Our tech stack

• Primarily Python jobs and applications
• Flyte for orchestration
• Kubernetes via AKS or EKS for compute
• Databricks for data lake
• OpenAI and other propietary LLM APIs
• AzureML for Pytorch training

Minimum Qualifications Required

• 8 years of experience in Data Science or Machine Learning Engineering
• Expert level Python : able to write reliable, extensible code
• Demonstrated experience translating high level requirements into models in production
• Deep experience with Natural Language Processing (NLP)
• Knowledge of deep learning fundamentals and experience finetuning various foundation / backbone models for new tasks
• Experience using pretrained LLM’s for zero or few-shot learning tasks
• Experience generating visualizations for evaluation of complex systems
• Scientific mindset and ability to run experiments to guide model selection and hyperparameter search

Preferred Qualifications

• Good written communication skills
• Experience with cloud-based machine learning training providers (Sagemaker, AzureML or similar)
• Experience putting LLM based services into production
• Experience working with clinical data

Essential Functions and Key Responsibilities

• Translate desired product functionality into machine learning tasks for data scientist and machine learning engineers to solve
• Lead and establish best practices for various research activities including data collection / annotation, literature research, experimentation, and evaluation
• Provide technical and project leadership for other Data Scientists
• Create and test novel LLM based systems
• Stay informed on new methodologies for evaluating generative models and other complex deep learning techniques

Pay Range : $167,400 $234,400

Other compensation : Bonus Eligible

Perks & Benefits : Remote work

Remote work

Medical, dental, vision, life, and disability insurance

401K retirement plan; flexible spending and health savings account

15 days of paid time off + additional front-loaded personal days

14 company-recognized holidays + paid volunteer days

8 weeks of paid parental leave + 10 weeks of paid bonding leave

LGBTQ+ Health Services

Pet insurance

Check out more of our benefits here : https : / / www.mcg.com / about / careers / benefits /