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Staff AI Researcher (Full Time Remote)
Location:
Austin, TX
Description:
As a Staff AI Researcher, you will develop AI solutions that will improve health for millions of people. Here at Aledade we empower primary care physicians with technology to keep their patients healthy and prevent unnecessary hospitalizations. You will partner with other engineering and analytics teams, bringing AI technology into existing products and workflows. As a Staff AI Researcher, you will lead the way to harness knowledge from one of the most extensive data sets of medical records, diagnoses, claims, and prescriptions. You will have a unique opportunity to train, fine-tune and use AI models using medical data we collect from millions of patients across the country. Primary Duties: Build working prototypes using off-the-shelf and novel AI techniques to deliver higher optimization levels for the company (35% of the time). Work with large, complex data sets. Solve difficult, non-routine analysis problems to harvest data (20% of the time). Re-design current pipelines and systems to meet the growing data and query needs(10% of the time). Set and uphold the standard for engineering processes to support high-quality engineering, including style and code checking, test harnesses, and release packaging (10% of the time). Deliver working POC solutions solving speed, scalability and time-to-market tradeoffs (25% of the time). Minimum Qualifications: BS/BTech (or higher) in Computer Science or a related field required. 3+ years of relevant deep learning and LLM work experience. 8+ years of relevant machine learning and statistical analysis experience. 3+ years or Python language experience. Experience in addressing challenges from incomplete, unrepresentative, and mislabeled data. Experience working with large-scale distributed systems at scale and statistical software (e.g. Spark). 3+ years of demonstrated proficiency in selecting the right tools given a data optimization problem. Preferred KSA's: Ph.D. or Master's degree in a quantitative discipline (e.g., Computer Science[with AI/ML Major], Statistics, Operations Research, Economics, Mathematics, Physics) or equivalent practical experience. Proficiency in communicating analysis and establishing confidence among audiences who do not share your disciplinary background or training. Experience with security and systems that handle sensitive data. Experience working with statistical software (e.g. R, SAS, Python statistical packages. Demonstrated leadership and self-direction. First-author publications at peer-reviewed conferences (e.g. NeurIPS, ICML, ACL, JSM, KDD, EMNLP). Winners in ACM-ICPC, NOI/IOI, Kaggle. Working knowledge of health-tech systems, like Electronic Health Records, Clinical data, etc. PDN-9bcb6971-80e1-4a21-b7ed-8559a79db6ae
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More About this Listing: Staff AI Researcher (Full Time Remote)
Staff AI Researcher (Full Time Remote) is a Research Research Associate Job at Aledade located in Austin TX. Find other listings like Staff AI Researcher (Full Time Remote) by searching Oodle for Research Research Associate Jobs.
Staff AI Researcher (Full Time Remote) is a Research Research Associate Job at Aledade located in Austin TX. Find other listings like Staff AI Researcher (Full Time Remote) by searching Oodle for Research Research Associate Jobs.