GenAI & Predictive Analytics AI/ML Scientist

Guidehouse Inc.; Arlington (VA); On-site; USD 120,000 - 180,000; Full time

Benefits offered by this job

Medical, Rx, Dental & Vision Insurance

401(k) Retirement Plan

Paid Holidays & Sick Time

Job summary

Guidehouse Inc. is seeking a Data Science Consultant to join our AI and Data Defense and Security team in the United States.

You will help clients maximize data value, implement data analytics, and automate business processes, from data wrangling to BI and predictive analytics. The role requires hands-on technical expertise and strong communication skills, with travel up to 10% and clearance suitability for a Public Trust.

Qualifications

• Three (3) or more years of experience in data analytics, data visualization, or related technical consulting fields.

Responsibilities

• Design, develop, implement, and maintain AI and machine learning solutions that improve strategic and tactical decision-making.
• Identify opportunities to improve organizational efficiency by applying AI, automation, and advanced analytics to streamline business processes, reduce manual effort, and enhance workforce productivity.
• Design and implement AI-enabled workflow solutions for document processing, knowledge management, literature reviews, information retrieval, case management, reporting, decision support, and other operational functions.
• Develop Generative AI (GenAI) solutions using large language models (LLMs), retrieval augmented generation (RAG), semantic search, vector databases, AI agents, and prompt engineering techniques.
• Develop predictive, classification, clustering, natural language processing (NLP), computer vision, and other machine learning models using structured, semi-structured, and unstructured data.
• Develop scalable data science pipelines using Python, SQL, Spark, and cloud-native analytics platforms.
• Evaluate, validate, and monitor AI models for performance, explainability, fairness, bias, reproducibility, and operational effectiveness.
• Collaborate with stakeholders to identify AI use cases, prioritize opportunities, and translate business needs into production-ready AI solutions.
• Develop dashboards, visualizations, technical documentation, presentations, and demonstrations that communicate AI capabilities and analytical findings to technical and non-technical audiences.
• Support deployment, monitoring, and continuous improvement of AI and machine learning solutions using modern MLOps and DevSecOps practices.
• Apply responsible AI principles, governance, privacy, security, and human-in-the-loop review throughout the AI lifecycle.
• Design, build, and maintain scalable ETL and AI data pipelines using Databricks, PySpark, SQL, Delta Lake, Amazon S3, and AWS analytics services.
• Mentor junior team members and provide technical leadership, solution design, and code reviews as appropriate.

Skills

Data analytics

Data visualization

Consulting

Education

Bachelor's degree in Data Science / CS / AI

Tools

Databricks

PySpark

SQL

Delta Lake

Amazon S3

AWS analytics services

Job description

Guidehouse Inc. is seeking a Data Science Consultant to join our AI and Data Defense and Security team in the United States.

You will help clients maximize data value, implement data analytics, and automate business processes, from data wrangling to BI and predictive analytics. The role requires hands-on technical expertise and strong communication skills, with travel up to 10% and clearance suitability for a Public Trust.