6 дней назад
Principal AI/ML Research Engineer (Fintech)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Principal AI/ML Research Engineer (Fintech): Leading applied AI research and developing production-oriented models for high-scale payment and commerce data with an accent on Payment Foundation Models, Transformer architectures, generative AI, and algorithmic innovation. Focus on designing self-supervised learning systems, evaluating AI agents, optimizing model performance, and translating research prototypes into secure, scalable production pipelines.
Location: United States; the role can be based in Seattle, WA; Portland, ME; Boston, MA; or Chicago, IL. The reporting VP is located in the San Jose, CA Bay Area.
Company
is a global commerce platform and payments technology company helping businesses manage employee benefits, fleets, and payments.
What you will do
- Design self-supervised pre-training and fine-tuning strategies for payment histories, transaction streams, and behavioral data.
- Lead research and prototyping of Payment Foundation Models, Tabular Transformers, LLMs, RAG systems, multimodal models, and reinforcement learning solutions.
- Develop frameworks for AI-agent feedback, self-learning, self-improvement, and evaluation.
- Optimize AI models for performance, latency, and cost, including model-routing solutions.
- Build rigorous benchmarking, validation, explainability, fairness, and bias-reduction methodologies.
- Define the AI research roadmap and mentor engineers and data scientists while collaborating with Data Engineering, Product, Security, Risk, Compliance, and ML Engineering.
Requirements
- 12+ years of software or ML engineering experience, including 5+ years in applied AI/ML research, model architecture, novel algorithm development, AI applications, or AI-agent development.
- Deep expertise in Transformer architectures, self-attention, and self-supervised learning for sequential, time-series, tabular, financial, or transactional data.
- Strong knowledge of deep learning, LLM pre-training and fine-tuning, LoRA, PEFT, RAG, prompt engineering, diffusion, reinforcement learning, supervised and unsupervised learning, anomaly detection, and graph algorithms.
- Expert Python skills and experience with PyTorch, TensorFlow, or JAX, plus distributed AI frameworks such as Ray, DeepSpeed, Megatron, or Spark.
- Hands-on experience with AWS or Azure and ML platforms or vector databases such as SageMaker, MLflow, Databricks, LanceDB, Pinecone, Qdrant, or Milvus.
- Master’s or Ph.D. in Computer Science, Machine Learning, Statistics, Mathematics, or a related quantitative field is preferred; strong communication and technical leadership skills are required.
Nice to have
- Experience with C++ or Java for performance-critical ML components.
- Publications in leading AI/ML venues or meaningful open-source contributions.
- Experience in payments, fintech, risk management, fraud detection, or transactional big data.
Culture & Benefits
- Work in a fast-paced environment focused on continuous innovation and client service.
- Collaborate across technical, product, risk, security, compliance, and business teams.
- Contribute to responsible AI practices covering fairness, safety, explainability, privacy, and regulatory compliance.
- Receive comprehensive, market-competitive benefits supporting personal and professional well-being.
- Join an organization with more than 6,500 employees serving businesses in over 200 countries and territories.
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