[Remote] Machine Learning Engineer, Knowledge Graph Intelligence

Note: The job is a remote job and is open to candidates in USA. Point72 is a leading global alternative investment firm that seeks to deliver superior returns through fundamental and systematic investing strategies. They are looking for a Machine Learning Engineer specializing in natural language processing to develop algorithmic solutions and models that support investment professionals, while collaborating with cross-functional teams to integrate these models into production systems.ResponsibilitiesContribute to projects across various machine learning (ML) disciplines, including NLP, unstructured data analysis, predictive modeling, and classic machine learningImplement GenAI solutions, utilize ML infrastructure, and contribute to modeling, data preparation, optimization, and performance enhancementsWork with sparse data and apply techniques to improve model accuracy and generalizationConduct data evaluation, including data preprocessing, feature engineering, and model performance assessmentCollaborate cross-functionally with data engineers, software developers, and product teams to integrate models into production systemsStay up to date with the latest advancements in natural language processing and machine learning, applying new techniques as neededSkillsPhD, master's degree, or 4+ years of CS, CE, ML or related field experience6+ years of experience building ML models and developing algorithmsStrong proficiency in Python, and hands-on experience with NumPy, Hugging Face, PyTorch, and spaCy for NLP applicationsPrior experience in the domains of LLMs, foundation models, or large-scale deep learning systems, with a complete understanding of modern training, fine-tuning, quantization, and model evaluationExpertise in working with sparse data and applying techniques such as data augmentation, weak supervision, and semi-supervised learningSolid grasp of NLP concepts, including tokenization, embeddings, attention mechanisms, and transformer-based architecturesExperience with data evaluation techniques, model explainability, and error analysisExperience working in a Linux environmentCommitment to the highest ethical standardsBenefitsFully-paid health care benefitsGenerous parental and family leave policiesVolunteer opportunitiesSupport for employee-led affinity groups representing women, people of color, and the LGBT+ communityMental and physical wellness programsTuition assistanceA 401(k) savings program with an employer match and moreCompany OverviewPoint72 invests in multiple asset classes and strategies worldwide. It was founded in 2012, and is headquartered in Stamford, Connecticut, USA, with a workforce of 1001-5000 employees. Its website is https://www.point72.com.Company H1B SponsorshipPoint72 has a track record of offering H1B sponsorships, with 23 in 2026, 64 in 2025, 42 in 2024, 48 in 2023, 35 in 2022, 42 in 2021, 34 in 2020. Please note that this does not guarantee sponsorship for this specific role.