Data Scientist, ML Services

At Mendel, we harness AI to revolutionize healthcare. Our ambition is to ensure every patient's journey informs healthcare decisions, optimizing treatment plans and promoting drug discoveries. Through comprehensive analysis of patient health records, we aspire to deliver timely and precise care. If you share our zeal for healthcare advancement through technology, let's reshape the future together.

About the Role

We are seeking a Data Scientist for the ML/AI Services team at Mendel.ai.This team harnesses human input from a global team of clinical experts to improve the accuracy and relevancy of our clinical AI & LLM models. This role will be primarily responsible for driving continuous improvements in our LLM based models for extracting knowledge from structured and unstructured healthcare data to drive healthcare innovation.

You Will:

• Gain a thorough understanding of the various LLM models employed in the process of extracting knowledge from unstructured healthcare data.

• Assess current performance and areas of improvements against various customer and third party datasets.

• Drive efforts for identifying and selecting appropriate data for training each model from available datasets.

• Work closely with the clinical data operations team in Egypt for human annotation and preparation of data for training the models.

• Generate detailed analytics to evaluate model performance improvements and/or regression.

• Review results with the broader AI team and plan subsequent iterations.

• Work closely with Engineering teams to drive improvements in our Data Platform and ML Platform processes, tooling and capabilities to accelerate ongoing continuous improvement cycles.

You Have:

• Bachelor's degree in Computer Science, Statistics, Mathematics, or a related field. A Master's degree is preferred.

• 6+ years of professional experience in data science and working with large data sets.

• Expertise using ML Flow and Kubeflow.

• Strong proficiency in SQL and Python, with experience in Java desired.

• Skills in applied statistics, such as hypothesis testing, anomaly detection, clustering, and regression analysis.

• machine learning algorithms, processes, tools, and platforms, including but not limited to Python, TensorFlow, PyTorch, etc.

• Experience with cloud services (GCP, AWS, Azure).

• Excellent problem-solving skills and ability to work in a team environment.

• Experience with data visualization tools (e.g., Tableau, Qlik Sense, Looker).

• Proven ability to manage and deliver on multiple projects with attention to detail.

• Proficiency in creating and testing ETL pipelines and expertise in cleansing and integrating data from disparate sources.

• Big Data experience is a significant plus

• Strong analytical skills to analyze complex business and AI data.

Nice to Have:

• Prior experience training or fine tuning Large Language Models.

Compensation

$160,000 - $190,000

Message to applicants applying to work in the U.S.:

When available, the salary range posted for this position reflects the projected hiring range for new hire salaries in U.S. locations. For non-sales roles, the hiring ranges reflect base salary and do not include bonuses, equity, or benefits. Hiring ranges for sales positions include base and incentive target, and do not include equity or benefits. Individual pay is determined by the candidate's hiring location and additional factors, including but not limited to skillset, experience, and relevant education, certifications or training. Applicants may not be eligible for the full salary range based on their U.S. hiring location. The recruiter can share more details about compensation for the role in your location during the hiring process.

Why should you join our team:

At Mendel, we believe in the transformative potential of technology. We offer a dynamic and rewarding work environment, competitive compensation, and comprehensive benefits. If you share our passion for innovation and making a difference in healthcare, Mendel could be the place for you. Join us as we work to improve the future of healthcare.

Mendel is a very collaborative environment. You will be taking ownership of your work and collaborate directly with different teams to see it going into production and used by customers. At the same time, you will be mentored by world class AI scientists, software engineers, and clinical and business leaders. Hear from our team here.