Jobs · Engineering · Maryland

Data Scientist II

Radian · Bethesda, MD · 2 wk ago
Engineering$98k–$148k/yrFull-time

The Data Scientist II

Analyze data to support (or disprove) a thesis – You'll dig into data, form hypotheses, and let evidence guide your conclusions. We value intellectual honesty over confirmation bias.

Select and implement the right tools for the job – Not every problem needs a transformer. Some problems just need a well-tuned gradient boosting model. You'll know the difference.

Build, train, s, and validate models – From algorithm selection to hyperparameter tuning to rigorous evaluation. You'll need solid grounding in math and statistics to evaluate model performance and defend your choices.

Engineer models into production – This isn't research for research's sake. Your models need to run reliably in the real world, on real infrastructure, serving real customers.

Document your work – Future you (and your teammates) will thank you. We maintain clear documentation for models, sing protocols, and decision rationale.

Monitor and improve models in production – Models drift. Data changes. You'll keep watch and know when it's time to retrain, rebuild, or rethink.

Explore agentic and reasoning systems – We're investing in semi-autonomous systems that can plan and act. You'll help us figure out what's hype and what's actually useful.

  • Perform other duties as assigned or apparent.

Job Specifications

  • Basic Education And Prior Work-Related Experience
    • Degree Requirement: Bachelor's Degree or equivalent experience
    • Work Experience: 2 or more years of prior work-related experience
    • Core to success in this role is the ability to evaluate model performance beyond surface metrics and explain uncertainty clearly.
    • Other Required Qualifications
    • Strong Snowflake/SQL skills and experience working with large datasets.
    • Proficiency with pandas, NumPy, and data manipulation at scale.
    • Familiarity with ML pipelines, feature engineering, and data preprocessing at scale.
    • Experience with model sing frameworks, model evaluation, validation strategies, and model documentation.
    • Additional Preferred Experiences
      • Experience building autonomous or semi-autonomous AI systems.
      • Familiarity with agent frameworks (Strands, AgentCore, LangChain), platforms, tool use patterns, or multi-step reasoning architectures (ReAct, chain-of-thought, MCP).
      • Understanding of planning algorithms, state management, and decision-making under uncertainty.
      • Experience with image classification, object detection, or segmentation.
      • Familiarity with transfer learning and pretrained vision models.
      • Understanding of image preprocessing, augmentation, and feature extraction.
      • Experience with time series forecasting or geospatial analysis.
      • Experience with model documentation and governance requirements.

    Why You Should Work With Us

    • Competitive Compensation: anticipated base salary from $98,000 to $148,000 based on skills and experience.
    • Rest and Relaxation: This role is eligible for 25 days of paid time off annually, which is prorated in the year of hire based on hire date. In addition, based on your hire date, you will be eligible for 9 paid holidays + 2 floating holidays.
    • Parental leave is also offered as an opportunity for all new parents to embrace this exciting change in their lives.
    • Our Company Makes an Impact: We’ve been recognized by multiple organizations like Bloomberg’s Gender-Equality Index, HousingWire’s Tech 100, and The Forum of Executive Women’s Champion of Board Diversity.
    • Comprehensive Health Benefits: Multiple medical plan choices, including HSA and FSA options, dental, vision, and basic life insurance.
    • Prepare for your Future: 401(k) with a top of market company match (did we mention the company match is immediately vested?!) and an opportunity to participate in Radian’s Employee Stock Purchase Plan (ESPP).
    • Homebuyer Perks: Our Homebuyer Perks program helps employees navigate the home searching, buying, selling, and refinancing processes and provides valuable financial benefits to encourage, enable, and support home ownership.
    • Additional Benefits: To learn more about our benefits offerings, visit our Benefits Page.

    EEO Statement

    • Radian complies with all applicable federal, state, and local laws prohibiting discrimination in employment. All qualified applicants will receive consideration for employment without regard to gender, age, race, color, religious creed, marital status, gender identity, sexual orientation, national origin, ethnicity, ancestry, citizenship, genetic information, disability, protected veteran status or any other characteristic protected by applicable federal, state, or local law.
    • Pursuant to the California Fair Chance Act, Los Angeles County Fair Chance Ordinance for Employers, Fair Chance Initiative for Hiring Ordinance, and San Francisco Fair Chance Ordinance, we will consider for employment qualified applicants with arrest and conviction records.
    • Radian is an equal opportunity employer.

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