[Hiring] Senior ML/AI Researcher II - ML and AI modeling @Aledade
Apr 01, 2025 - Aledade is hiring a remote Senior ML/AI Researcher II - ML and AI modeling. 💸 Salary: unspecified. 📍Location: USA.
Role Description
As a Senior ML/AI Researcher II, you will develop ML and AI solutions that will improve health for millions of people. You will collaborate with engineering and analytics teams to integrate AI technology into existing products and workflows.
You will work with one of the most extensive data sets of medical records, diagnoses, claims, and prescriptions. This role offers a unique opportunity to train, fine-tune, and use AI models using medical data collected from millions of patients across the country.
- Train and fine-tune models using off-the-shelf and novel ML/AI techniques solving optimization problems for the company.
- Work with large, complex data sets. Conduct difficult, non-routine analysis and harvesting data.
- Deliver working POC solutions solving speed, scalability and time-to-market tradeoffs.
Qualifications
- BA/BTech in Statistics, Data Science, Computer Science or a related field required.
- 6+ years of relevant statistical analysis experience.
- 6+ years of relevant machine learning experience (ML modeling, hyperparameter tuning, feature engineering, model validation etc).
- Understanding of causal inference and treatment effects estimation.
- 3-5 years of experience selecting, implementing, and optimizing ML tools and frameworks for large-scale projects.
- 2+ years of Python language experience.
- 1+ years of relevant deep learning and LLM experience.
- 1+ years experience working with large-scale distributed systems at scale and statistical software (e.g. Spark).
- Experience in addressing challenges from incomplete, unrepresentative, and mislabeled data.
- Contributions to the field (e.g., publications, patents, or successful large-scale implementations).
Preferred KSA’s
- Master or PhD degree in a quantitative discipline (e.g., Computer Science[with AI/ML Major], Statistics, Operations Research, Economics, Mathematics, Physics) or equivalent practical experience.
- Working knowledge of Public Health, with a focus on Value-Based Care and Risk adjustment.
- Working knowledge of health-tech systems, like Electronic Health Records, Clinical data, etc.
- 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.
- Publications at peer-reviewed conferences (e.g. NeurIPS, ICML, ACL, JSM, KDD, EMNLP).
- Participation in ACIC Data Challenge, Kaggle etc.
Physical Requirements
- Sitting for prolonged periods of time.
- Extensive use of computers and keyboard.
- Occasional walking and lifting may be required.
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| 📍 | Be aware of the location restriction for this remote position: USA |
| ‼ | Beware of scams! When applying for jobs, you should NEVER have to pay anything. Learn more. |
|
Salary
💸
unspecified
|
Remote
Location
USA
|
|
Job Type
full-time
|
Posted
Apr 01, 2025
|
| 📍 | Be aware of the location restriction for this remote position: USA |
| ‼ | Beware of scams! When applying for jobs, you should NEVER have to pay anything. Learn more. |
