Senior Data Scientist - Remote

About the Role

Key Responsibilities

• Partner with Engineering, Business, and Technical Product teams to make and meet project commitments in an agile framework; rapidly delivering value via technology solutions
• Mentor junior data scientists to successfully deliver software and business value
• Continuously improve alerts, monitors, and telemetry
• Communicate with stakeholders, subject matter experts, and colleagues to identify new approaches to problems in the medical coding field
• Design novel methods in machine learning and launch them to production with the help of data engineers and deployment software engineers
• Perform independent analysis of trends in medical coding and production performance of statistical models
• Demonstrate leadership in machine learning engineering and direct research on deep learning and LLM approaches
• Stay current with leading-edge technologies in machine learning and deep learning, participate and lead research talks and white paper reviews
• Participate in research to ensure models align with ethical standards and perform without harm to users

Requirements

• 5+ years of experience in machine learning or data science including data analysis, algorithm design, model architecture specification, and machine learning algorithm implementation
• 4+ years of experience working with teams that leveraged three or more of the following: CI/CD tools, REST API development, serverless architecture, containerization, IaC, cloud platforms, web applications, web services, observability, messaging/stream architecture
• 4+ years of coding experience with Python or R, emphasizing libraries such as Pytorch, HuggingFace, and pandas
• 1+ years of experience with machine learning model development, transformer architectures, and data trend analysis

Nice to Have

• Experience with SQL databases and query language
• Experience in AzureML, AWS, or cluster computing architectures
• Experience with Hybrid NLP solutions that combine symbolic and machine learning approaches

Qualifications

• Educational background not explicitly specified but implied experience levels
• Experience with relevant tools and technologies as outlined in requirements

Benefits & Perks

• Comprehensive benefits package
• Incentive and recognition programs
• Equity stock purchase
• 401k contribution
• Salary range from $89,900 to $160,600 annually
• Remote work flexibility