Remote ML Research Scientist - NLP, Graphs & Recommender AI

Moody's Analytics; New York (NY); Hybrid; USD 100,000 - 150,000; Full time

Job summary

A leading financial services company is seeking a passionate individual for their Predictive Analytics AI group. The role involves architecting machine learning systems, collaborating on production applications, and leading research initiatives. Candidates should possess a Ph.D. and a track record of publications in top-tier academic venues, along with proficiency in Python and knowledge of modern ML tools. A flexible work environment with remote options is provided.

Qualifications

• Publication record in top-tier academic conferences and journals.
• Proficiency in modern programming languages such as Python.
• Proficiency in leading research projects.

Responsibilities

• Collaborate with colleagues on production systems and applications.
• Design, experiment, and evaluate algorithms and models.
• Work on POCs and research prototypes.
• Provide thought leadership in machine learning.
• Represent Moody’s Analytics at scientific and industry conferences.
• Lead collaboration with academia to publish research findings.

Skills

Natural language processing

Information retrieval

Information extraction

Graph Neural Networks

Recommender systems

Knowledge graphs

Explainable AI

Python

Education

Ph.D. in CS, ML, Math, Statistics, Engineering, or relevant industry experience

Tools

PyTorch

scikit-learn

Tensorflow

HuggingFace

Job description

A leading financial services company is seeking a passionate individual for their Predictive Analytics AI group. The role involves architecting machine learning systems, collaborating on production applications, and leading research initiatives. Candidates should possess a Ph.D. and a track record of publications in top-tier academic venues, along with proficiency in Python and knowledge of modern ML tools. A flexible work environment with remote options is provided.