Data Scientist (AI/ML Focus)
About The Position
Guidehouse is seeking a Data Scientist with an AI/ML focus to join their Management Consulting team. This role involves assisting in the development of AI/ML models for infrastructure analysis, supporting data cleaning and preprocessing, and creating visualizations for leadership. The position also includes participating in workflow automation, conducting exploratory data analysis, documenting model development, and assisting in model integration into cloud environments. The Data Scientist will also support feature engineering, collaborate on wargaming and simulation projects, and prepare reports on analysis results. This role requires an active Secret clearance and a Bachelor's degree in a STEM field.
Requirements
- An ACTIVE and MAINTAINED "SECRET" Federal or DoD security clearance.
- Bachelor’s degree in Data Science or STEM field.
- Experience with Python programming
Nice To Haves
- Experience with Jupyter notebooks.
- Understanding of machine learning fundamentals.
- Ability to work with structured datasets.
- Familiarity with data visualization tools.
- Strong analytical and problem-solving skills.
- Willingness to learn cloud technologies.
- Good communication and documentation skills.
- Ability to follow coding best practices.
- Interest in AI/ML applications for DoD.
- Exposure to cloud platforms like AWS or Azure.
- Knowledge of SQL for data manipulation.
- Familiarity with data engineering concepts.
- Experience with visualization libraries (Matplotlib, Seaborn).
- Understanding of DevSecOps principles.
- Exposure to big data tools like Spark.
- Interest in predictive modeling and optimization.
- Experience with version control tools like Git.
- Knowledge of DoD data governance standards.
Responsibilities
- Assist in developing AI/ML models for infrastructure analysis.
- Support data cleaning and preprocessing tasks.
- Help create dashboards and visualizations for leadership.
- Participate in automation of workflows using scripts.
- Conduct exploratory data analysis under supervision.
- Document model development steps and maintain code repositories.
- Assist in integrating models into cloud environments.
- Support feature engineering for predictive models.
- Collaborate on wargaming and simulation projects.
- Prepare reports summarizing analysis results.
Benefits
- Medical, Rx, Dental & Vision Insurance
- Personal and Family Sick Time & Company Paid Holidays
- Position may be eligible for a discretionary variable incentive bonus
- Parental Leave and Adoption Assistance
- 401(k) Retirement Plan
- Basic Life & Supplemental Life
- Health Savings Account, Dental/Vision & Dependent Care Flexible Spending Accounts
- Short-Term & Long-Term Disability
- Student Loan PayDown
- Tuition Reimbursement, Personal Development & Learning Opportunities
- Skills Development & Certifications
- Employee Referral Program
- Corporate Sponsored Events & Community Outreach
- Emergency Back-Up Childcare Program
- Mobility Stipend
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What This Job Offers
Job Type
Full-time
Career Level
Mid Level
Number of Employees
5,001-10,000 employees
