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Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # Data Scientist (Remote, Continental United States) - **Company:** Innovative Crushing & Aggregate Inc - **Location:** Arlington, VA, United States (Remote available) - **Salary:** $117,000.0 - **Contract:** Permanent contract - **Skills:** Artificial Intelligence, Data Analysis, Data Cleansing, Data Infrastructure, Information Extraction, Python (Programming Language), Machine Learning, Standard Sql, Unstructured Data, Large Language Models, Model Validation - **Published:** September 19, 2026 - **Apply:** https://www.indeed.com/viewjob?jk=ab76c6e1ad1db0bf ## About the Role * Bachelor's Degree, or equivalent work experience in Data Science or related field * Hands-on experience building data science, machine-learning, or applied-AI solutions. * Strong Python and SQL skills with solid foundations in statistics, machine learning, experimentation, and data analysis. * Experience working with unstructured data such as documents, free text, NLP, information extraction, document AI, or LLM-based workflows. * Ability to independently execute defined projects, evaluate results, troubleshoot failures, and communicate findings clearly. * Understanding of how data quality and extraction errors can affect downstream models and analytics. * Experience working with production systems, sensitive data, or high-accountability environments is preferred. * Experience in healthcare, life sciences, government, or regulated industries is a plus. * 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., This is a remote position following Eastern Standard Time (EST). Candidates residing in the DMV area preferred. ## Description ICA.ai is seeking a 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., * Build machine-learning, analytics, NLP, and generative-AI solutions using structured and unstructured data. * Develop and improve workflows that transform documents, free text, and other complex source data into reliable structured outputs. * Build downstream data-science solutions such as classification, prediction, prioritization, analytics, and decision-support workflows. * Perform data preparation, feature development, experimentation, model evaluation, error analysis, and validation. * Investigate model and data-quality issues and iterate on approaches when results do not meet expectations. * Contribute to production workflows, monitoring, human-review processes, and reproducible data-science practices. * Work with senior technical staff, domain experts, and stakeholders to translate requirements into practical technical solutions. ## Related Videos - [Data Science in Retail](https://www.wearedevelopers.com/videos/586-data-science-in-retail) - [AI for decision-making in Tech Recruiting](https://www.wearedevelopers.com/videos/1074-ai-for-decision-making-in-tech-recruiting) - [RPA in the Public Sector](https://www.wearedevelopers.com/videos/86-rpa-in-the-public-sector) - [How building an industry DBMS differs from building a research one](https://www.wearedevelopers.com/videos/768-how-building-an-industry-dbms-differs-from-building-a-research-one) - [Data Science, ML & AI in the Oil and Gas Industry at NDT Global - Dr. Katja Träumner](https://www.wearedevelopers.com/videos/1308-data-science-ml-ai-in-the-oil-and-gas-industry-at-ndt-global-dr-katja-traumner) - [From Global Capability Centers to AI-Powered Command Centers](https://www.wearedevelopers.com/videos/100096-from-global-capability-centers-to-ai-powered-command-centers) ## Related Articles - [How to Become an AI Engineer](https://www.wearedevelopers.com/magazine/331-how-to-become-an-ai-engineer) - [What Industries Outside of AI Are Hiring The Most AI Experts?](https://www.wearedevelopers.com/magazine/98-what-industries-outside-of-ai-are-hiring-the-most-ai-experts) - [Navigating the AI Shift](https://www.wearedevelopers.com/magazine/629-navigating-the-ai-shift) - [Coffee with Developers - Maria Apazoglou - Making AI understandable for all in production](https://www.wearedevelopers.com/magazine/475-coffee-with-developers-maria-apazoglou-making-ai-understandable-for-all-in-production) - [Fully Remote Software Engineer Jobs](https://www.wearedevelopers.com/magazine/447-fully-remote-software-engineer-jobs) - [How to start an AI project for a good cause and boost your career](https://www.wearedevelopers.com/magazine/15-how-to-start-an-ai-project-for-a-good-cause-and-boost-your-career)