Artificial Intelligence Engineer
blackrock
Job Description
-
Design and develop generative AI and machine learning solutions to address fixed income investment and business problems.
-
Experiment with and implement generative AI techniques such as retrieval-augmented generation (RAG), embeddings, and LLM-based workflows.
-
Build, train, and fine-tune machine learning and deep learning models using appropriate frameworks and methodologies.
-
Analyze large structured and unstructured datasets to extract insights, engineer features, and support model development.
-
Apply statistical methods and hypothesis-driven experimentation to evaluate model performance and validate results.
-
Work closely with portfolio managers, researchers, and business stakeholders to translate investment problems into data science solutions.
-
Contribute to the deployment and integration of models into production systems, including APIs and scalable pipelines.
-
Collaborate with data engineers to ensure high-quality data pipelines and efficient data access.
-
Ensure adherence to responsible AI principles including model interpretability, fairness, and data governance.
-
Communicate model outputs, insights, and recommendations clearly to technical and non-technical stakeholders.
-
Stay updated with advancements in AI, machine learning, and quantitative methods to continuously enhance solutions
-