Strategic Data Scientist: ML, Data Quality & Impact

Valiant Technologies LLC; Arden Hills (MN); On-site; USD 120,000 - 180,000; Full time

Job summary

Valiant Technologies LLC in Arden Hills, MN seeks an experienced data science professional to partner with business stakeholders, framing use cases and success criteria. The role involves profiling and integrating enterprise and external data, while ensuring privacy and sourcing controls.

You will translate domain knowledge into features, experiments, workflows, and model evaluation criteria, and develop reproducible analyses with transparent communication of risk and impact.

Responsibilities

• Partner with business stakeholders to frame use cases, understand industry drivers, and agree on decision needs and success criteria.
• Explore, profile, cleanse, transform, and integrate enterprise and reputable external data, verifying quality against source data, business rules, and industry context while following privacy, security, and sourcing requirements.
• Translate business requirements and domain knowledge into features, experiments, analytical workflows, and model evaluation criteria.
• Select, develop, compare, and refine statistical and machine learning models using sound statistical reasoning, business context, and reusable analytical components.
• Develop reproducible analytical workflows and evaluate and monitor model accuracy, bias, explainability, and performance drift against agreed business and technical criteria.
• Use approved AI tools to accelerate coding, testing, and documentation while remaining accountable for method selection, analytical quality, interpretation, and clear communication.
• Distinguish meaningful patterns from noise and communicate findings, assumptions, tradeoffs, uncertainty, risk, and quantified impact as clear business implications and practical recommendations.
• Support business owners in adopting recommendations and measuring results, while business owners retain accountability for adoption and operational decisions.
• Partner with product, engineering, platform, and business teams to plan incremental deliverables and support production integration, automated monitoring, or custom development when needed.
• Participate in analytical, model, and code reviews; document work and share statistical methods, domain insights, and reusable practices

Job description

Valiant Technologies LLC in Arden Hills, MN seeks an experienced data science professional to partner with business stakeholders, framing use cases and success criteria. The role involves profiling and integrating enterprise and external data, while ensuring privacy and sourcing controls.

You will translate domain knowledge into features, experiments, workflows, and model evaluation criteria, and develop reproducible analyses with transparent communication of risk and impact.