Senior Data Scientist
I
ICA, Inc.Federal Government Services
Remote work from anywhere within the continental United States, Eastern Standard Time (EST)Full-TimeSenior
SalaryAt least 137,000 USD per year
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Job Details
- Required Skills
- PythonSQLData AnalysisMachine LearningData scienceNLPGenerative AI
Requirements
- 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
- Ability to obtain a Public Trust Clearance
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
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