Senior Data Scientist (Remote, Continental United States)

ICA.ai

$120K — $145K *
US-AnywhereRemote in Arlington, VA
Healthcare
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • Bachelor's Degree or equivalent work experience in Data Science or a related field
  • Hands-on experience delivering data science or machine-learning systems beyond prototypes
  • Strong skills in Python and SQL with a foundation in statistics and machine learning
  • Experience with unstructured data, including document processing and NLP
  • Demonstrated ownership of complex technical projects with a focus on data and evaluation
  • Ability to analyze the impact of upstream data quality on models and decisions
  • Analytical judgment to challenge results that don’t support assumptions
  • Experience in healthcare, life sciences, government, or regulated industries preferred
  • Must have lived in the US for 3 or more consecutive years and be authorized to work in the US
  • Must be able and willing to obtain a Public Trust Clearance

Responsibilities

  • Design and build machine-learning, analytics, NLP, and generative-AI solutions
  • Develop multi-stage workflows to transform complex data into actionable outputs
  • Build and evaluate predictive models and decision-support workflows
  • Establish approaches to data quality, experimentation, and model validation
  • Diagnose and redesign weak-performing approaches based on evidence
  • Design solutions with a focus on data provenance, privacy, and governance
  • Collaborate with teams to translate complex requirements into technical solutions

Benefits

  • 100% employer-paid health insurance premiums for one of three medical plans
  • Dental and vision insurance
  • Health and flexible spending accounts
  • Life and disability insurance
  • 401(k) plan with company match
  • Paid time off for vacation, sick leave, and holidays
  • Education and professional development assistance
  • Remote work opportunities available within the continental US
Full Job Description
Senior Data Scientistto join our growing team!

ABOUT THE ROLE:

ICA.ai is seeking a Senior Data Scientist to design and deliver data science and AI solutions for complex healthcare, federal health, and regulated-data environments. This role requires strong technical depth, practical judgment, and the ability to take ownership from ambiguous problem definition through evaluation and production. A Public Trust Clearance is required for the role, and we will work with you to obtain this.

KEY RESPONSIBILITIES:
  • Design and build machine-learning, analytics, NLP, and generative-AI solutions using structured and unstructured data
  • Develop multi-stage workflows that transform complex source data-including documents and free text-into reliable, actionable outputs.
  • Build and evaluate downstream data-science solutions such as predictive models, prioritization, classification, analytics, and decision-support workflows.
  • Establish rigorous approaches to data quality, experimentation, model evaluation, validation, monitoring, and human review.
  • Diagnose weak-performing approaches, identify root causes, and redesign or abandon solutions when evidence does not support deployment.
  • Design solutions with appropriate consideration for provenance, lineage, privacy, reproducibility, data governance, and AI governance.
  • Work with technical teams, domain experts, clients, and leadership to translate complex requirements into defensible technical solutions.

REQUIRED QUALIFICATIONS:
  • Bachelor's Degree, or equivalent work experience in Data Science or related field
  • Significant hands-on experience delivering data science or machine-learning systems beyond prototypes.
  • Strong Python and SQL skills with solid foundations in statistics, machine learning, experimentation, and data analysis.
  • Meaningful experience working with unstructured data, such as document processing, information extraction, NLP, text analytics, or LLM-based workflows.
  • Demonstrated ownership of technically complex projects, including decisions around data, architecture, evaluation, failure analysis, and production deployment.
  • Ability to understand how upstream data quality and extraction errors affect downstream models and decisions.
  • Strong analytical judgment and willingness to challenge assumptions when results do not support them.
  • Experience in healthcare, life sciences, government, regulated industries, or similarly high-accountability environments is strongly preferred.
  • Must be authorized to work in the United States and have lived in the US for 3 or more consecutive years.
  • Must be able and willing to obtain a Public Trust Clearance

UNAUTHORIZED USE OF AI ASSISTIVE TECHNOLOGY: All application materials must be your own original work, and interviews must be completed independently. The use of AI-generated content or AI-assisted technologies during the application or interview process is prohibited unless interviewers provide explicit permission for specific activities during a live technical assessment. Any unauthorized use of AI will result in disqualification from the hiring process.

BENEFITS:

We invest in our team members so you can live your best life professionally and personally, offering a competitive salary and benefits.
  • Health Insurance -100% employer-paid premiums - ICA covers the full cost of one of three offered medical plans
  • Dental Insurance
  • Vision insurance
  • Health Spending Account
  • Flexible Spending Account
  • Life and Disability insurance
  • 401(k) plan with company match
  • Paid Time Off (Vacation, Sick Leave and Holidays)
  • Education and Professional Development Assistance
  • Remote work from anywhere within the continental United States

LOCATION & TELEWORK
This is a remote position following Eastern Standard Time (EST). Candidates residing in the DMV area preferred.

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