Data Scientist

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Job Overview

We are on the lookout for a Data Scientist specializing in Python to join our innovative team. The ideal candidate will have both the training and the curiosity needed to make significant big-data discoveries and will be tasked with building the necessary resources to facilitate these findings. Critical coordination of activities will also be a part of the role.

Core Responsibilities

• Develop comprehensive Python-based production pipelines for machine learning models.
• Design and implement Key Performance Indicators (KPIs) to monitor the health of our software systems.
• Utilize Python web frameworks, like FastAPI, to create data applications for deploying algorithms and models.
• Construct and maintain analytical and production data marts for enhanced reporting and analytics.
• Work in collaboration with data scientists, business analysts, and management to develop a cutting-edge business intelligence suite.
• Conduct ad hoc data analysis using SQL and MongoDB to investigate large datasets from diverse sources.
• Support and manage the ongoing maintenance of existing data software products, applications, and interfaces.
• Focus on writing reusable, testable, and efficient code, while integrating multiple data sources and databases.

Minimum Qualifications

• A Bachelor’s or Master’s degree in Computer Science, Data Science, Statistics, or a related field.
• At least 5 years of experience with advanced machine learning algorithms in real-world applications.
• Robust foundational knowledge in various ML approaches and techniques, including neural networks and Bayesian methods.
• Proven experience in developing semantic textual similarity pipelines, with a strong background in embedding techniques and NLP.
• Expertise in Large Language Models (LLMs), prompt design, and model fine-tuning techniques.
• Familiarity with graph and vector databases is essential.
• Prior experience in the healthcare industry will be an added advantage.

Technical Skills and Strengths

• Proficient in Python and R.
• Knowledge of DevOps/MLOps practices.
• Experience with SQL databases like MySQL, as well as MongoDB or other non-relational databases.
• Understanding of Flask/FastAPI frameworks for developing applications and production pipelines.
• Adept at designing and working with REST APIs and microservices.

About Tilda Research

Tilda Research is a Bio-IT startup operating remotely in the US, with a presence in San Francisco and India. Backed by heavyweight healthcare investors 8vc and UnitedHealth Group’s Optum, we specialize in expediting clinical research for the pharmaceutical industry. Despite being in stealth mode, Tilda Research has garnered over $30 million through Seed and Series A funding—one of the largest in the sector. Our founders boast a track record of entrepreneurial success, including IPOs and buyouts.

Qualified Python/Data Engineers are encouraged to apply for a chance to contribute to a dynamic and growing team within a pioneering company at the forefront of medical innovation.

This job offer was originally published on RemoteOK

Resources

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