Orbien LLC
Quantitative Engineer
Skills
5 days ago
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Important information
Contract type:
Freelance / Contract
Location:
Maryland City, MD 20724, USA
Work mode:
Remote
Published on:
16 October 2026
What they need
Applied AI / ML & Quantitative Solutions Engineer
Role Overview:
Senior-level role combining applied ML, statistics, data engineering, and modern AI tools to solve real business problems. This is not an LLM-research role; the focus is on practical modeling, production deployment, and independent problem-solving with ambiguous requirements.
Key Responsibilities:
- Translate business problems into statistical, analytical, or ML solutions
- Select, build, evaluate, and deploy models beyond notebooks into production
- Independently query and investigate data using SQL in a Snowflake environment
- Use AI tools effectively for development and analysis; guide, validate, and redirect AI output when needed
- Apply engineering, architecture, and data-modeling judgment across ML and data solutions
- Work independently with loosely defined requirements, clarify needs, and communicate blockers and next steps
Required Skills:
- Strong mathematics, statistics, and ML model-selection experience
- Real-world experience productionizing models
- Advanced SQL and Snowflake experience
- Practical Python for applied modeling and analytics
- Hands-on use of AI tools: prompt design, AI-assisted development, agent skills, guardrails, and steering AI output
- Strong data modeling and engineering/architecture understanding
Preferred:
- Finance or Operations Research background
- Experience solving quantitative business problems
- Broader engineering and data architecture experience
Communication:
Must communicate clearly with technical and non-technical stakeholders, write clean documentation/tickets, ask strong clarifying questions, and proactively manage work, blockers, and next steps.
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