AI/ML Engineer for iCapital
3 weeks ago
Company Overview:
iCapital is a leading financial technology platform that powers the world's alternative investment marketplace. Our innovative solutions have transformed how advisors, wealth management firms, asset managers, and banks evaluate and recommend bespoke public and private market strategies for their high-net-worth clients. With approximately $170 billion in global client assets invested in 1,392 funds, as of October 2023, we continue to revolutionize the industry.
Job Description:
As a Machine Learning Engineer on our team, you will play a key role in engineering iCapital's core machine learning and AI products. You will work in a collaborative environment across product management, data engineering, and software engineering teams. If you are passionate about leveraging machine learning techniques to drive innovation and have a strong background in developing scalable solutions, we would love to hear from you.
- Build and integrate AI/ML/DS tools and workflows to address business needs and increase business efficiency.
- Support the design, development, training, and deployment of AI/ML models and engineering solutions to solve business problems through a full development and production cycle in the FinTech domain.
- Build and maintain RESTful APIs using Python and FastAPI.
- Conduct thorough project scoping sessions to understand stakeholder needs and project requirements.
- Contribute to the improvement of Machine Learning Operations (MLOps) pipelines and procedures to ensure efficiency, scalability, and maintainability.
- Ensure the reliability, robustness, and scalability of machine learning models in production environments.
- Collaborate with cross-functional teams, including product managers and full stack engineers, to deliver scalable machine learning solutions.
- For AVP level, provide technical leadership to motivate and guide team members and mentor junior engineers. For VP level, serve as the technical lead and be able to resolve technical issues during and post implementation.
- Stay updated with the latest industry trends, technologies, and best practices in machine learning and Generative AI fields.
Required Skills and Qualifications:
Our ideal candidate has at least 5+ years of experience as a hands-on AI/ML engineer in AI/ML/DS fields for AVP level, and 8+ years of experience for VP level. An advanced degree (Masters, PhD) in a relevant field (AI/ML/DS, mathematics, computer science, etc.) is required. Experience building, training, and deploying ML & AI models and systems in a production environment in at least one of the following applications: Generative AI/Large Language Model (LLM), Natural Language Processing (NLP).
Benefits:
iCapital offers a competitive salary range of $130,000 to $220,000 depending on level, plus an annual performance bonus. We also offer a comprehensive benefits package that includes an employer matched retirement plan, generously subsidized healthcare, parental leave, and unlimited paid time off (PTO). Employees can work in the office Monday-Thursday and remotely on Friday, fostering collaboration and innovation.
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