Senior ML Engineer

🕒 March 6

🏄 California, Colorado, +6 more states – Remote

🏄 California – Remote ⛰️ Colorado – Remote 🦌 Connecticut – Remote 🎰 Nevada – Remote 🗽 New York – Remote 🦀 Maryland – Remote ⚓ Rhode Island – Remote ☕ Washington – Remote

💵 $137k - $180k / year

⏰ Full Time

🟠 Senior

🤖 Machine Learning Engineer

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SmartAsset

WebsiteLinkedInAll Job Openings

201 - 500 employees

Founded 2013

💸 Finance

💳 Fintech

Finance • Fintech

SmartAsset is a company that offers comprehensive financial planning tools and resources. It provides calculators for mortgages, taxes, investments, retirement, and personal loans, helping users make informed financial decisions. SmartAsset connects users with vetted financial advisors through its matching platform, focusing on fiduciaries who are legally bound to act in the client's best interest. The company does not provide direct investment management but facilitates connections between users and financial professionals. SmartAsset also offers guides and reviews on various financial products and services to aid users in their financial journeys.

📋 Description

• Design, develop, and maintain high-performance, scalable, and secure backend services, primarily using Python and frameworks like FastAPI • Translate ambiguous business and technical requirements into concrete software designs and actionable tasks for cross-functional teams • Work with OLTP databases, including schema design, migration strategies, and performance optimization • Integrate SmartAsset services with internal and external APIs, including third-party platforms and existing AWS infrastructure • Ensure secure ingress and egress of data within our private network environments • Contribute to the design and implementation of our CI/CD pipelines to ensure continual improvements to our cycle time • Manage and optimize AWS services, including IAM roles and policies • Gain a deep understanding of how our Python applications integrate with our Kubernetes (EKS) and future ECS-based infrastructure • Operate and maintain production applications at scale, ensuring high availability, performance, and reliability • Design and implement data collection pipelines specifically for Large Language Models (LLMs) • Contributed to shared data architecture and data governance practices to ensure the persistence of structured data suitable for analytics and model training • Explore, integrate, and tune various LLM-related technologies, such as Retrieval Augmented Generation (RAG) systems, and addressing potential scaling challenges • Investigate and implement agentic technologies, such as tool calling frameworks (e.g., AutoGen), to enhance LLM capabilities • Rapidly prototype user interfaces for internal tools and data exploration, leveraging frameworks like Streamlit, Gradio, or other similar tools that facilitate quick iteration and integration without persistent websockets

🎯 Requirements

• Proven experience as a ML Engineer with a strong focus on Python development • Experience with cloud platforms, specifically AWS, including IAM, EKS/ECS, and other core services • Experience operating and scaling a production application • Experience building integrations with internal and external service providers • Experience with LLMs, RAG, embedding vector databases, or agentic technologies. • Familiarity with productionizing apps built with prototyping frameworks such as Streamlit or Gradio • Knowledge of data governance and structured data principles • Experience with Feature Stores or ELT processes

🏖️ Benefits

• All roles at SmartAsset are currently and will remain remote - flexibility to work from anywhere in the Contiguous US. • Medical, Dental, Vision - multiple packages available based on your individualized needs • Life/AD&D Insurance - basic coverage at 100% company paid, additional supplemental available • Supplemental Short-term and Long-term Disability • FSA: Medical and Dependant Care • 401K • Equity packages for each role • Time Off: Vacation, Sick and Parental Leave • EAP (Employee Assistance Program) • Financial Literacy Mentoring Program • Pet Insurance • Home Office Stipend