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Software Engineer

1 month ago

New York, New York, United States Brightwave Full time
About Brightwave

Brightwave is a pioneering technology firm that leverages Large Language Models (LLMs) to revolutionize investment research. Our cutting-edge systems can autonomously analyze vast amounts of multimodal data, including SEC filings, news feeds, and more. This enables our clients to accelerate research workflows and generate investment ideas with unparalleled depth and comprehensiveness.

We're experiencing rapid growth and commercial success, with prominent clients across the financial services sector. Our team comprises seasoned professionals from top firms like Databricks, Meta, and Goldman Sachs.

Job Summary

We're seeking an exceptional AI/ML Engineer to join our team. As a key member, you'll work closely with our CTO and CEO to design, deploy, and iteratively improve diverse language model and machine learning technologies in a production environment. Your expertise will be crucial in conceiving and executing AI-powered user experiences that meet the needs of sophisticated finance professionals.

Responsibilities
  • Design, fine-tune, and serve large language models and other machine learning models in a live production environment.
  • Develop and maintain robust ETL pipelines to prepare and process data for training and deploying machine learning models.
  • Implement best practices for model evaluation, using statistically sound methods to continuously improve model performance.
  • Design and implement scalable APIs to enable our AI and ML systems to integrate seamlessly into broader product workflows.
  • Build and maintain systems that construct and enhance high-accuracy knowledge graphs.
Requirements

We're looking for engineers with a strong background in software engineering and machine learning. Ideal candidates will have experience building, fine-tuning, and serving machine learning models in production environments. A strong grounding in deep learning, classical machine learning techniques, and statistical analysis is essential. Practical experience with tools like Hugging Face, PyTorch, and sentence-transformers is also required.

Values Matter

We prioritize our values, which include ownership, humility, craftsmanship, focus, empathy, and humor. If you share these values and are passionate about production-scale AI/ML systems, we encourage you to apply.