Artificial Intelligence Engineer, Portfolio Management Group, Associate
Core
Design and develop generative AI and machine learning solutions to address fixed income investment and business problems.
Role type
Associate AI Engineer (Fixed Income)
Builds
Production ML models, APIs, and scalable pipelines for investment strategies
Domain
Fixed Income / Generative AI / Machine Learning
Deliverable
production ML models
Required skills
Python, PyTorch, TensorFlow, Scikit-learn, Hugging Face, LangChain, LlamaIndex, SQL, Pandas, Snowflake, FAISS, Pinecone, Chroma, Git/GitHub, statistical methods, hypothesis-driven experimentation, model interpretability, data governance
Preferred skills
Generative AI, statistical learning, optimization, NLP, deep learning, time series analysis, financial services experience, large-scale enterprise systems experience
Technologies
GCP, Azure, AWS
Responsibilities
Design and develop generative AI and machine learning solutions; Experiment with and implement generative AI techniques such as RAG, embeddings, and LLM-based workflows; Build, train, and fine-tune machine learning and deep learning models; Analyze large structured and unstructured datasets to extract insights and engineer features; Apply statistical methods to evaluate model performance; Contribute to the deployment and integration of models into production systems; Collaborate with data engineers to ensure high-quality data pipelines; Ensure adherence to responsible AI principles; Work closely with portfolio managers and stakeholders to translate investment problems into data science solutions.
Seniority
Associate (4+ years experience)
