Data Scientist (AI/ML Focus)
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Role details
Tech stack
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Job description
- 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.
Requirements
Do you have experience in Software coding?, Do you have a Bachelorās degree?, * An ACTIVE and MAINTAINED āSECRETā Federal or DoD security clearance.
- Bachelorās degree in Data Science or STEM field.
- Experience with Python programming
What Would Be Nice To Have:
- 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.
Benefits & conditions
Pulled from the full job description
- Referral program
- Tuition reimbursement
- Parental leave
- 401(k)
- Health insurance
- Vision insurance
- Health savings account, Guidehouse offers a comprehensive, total rewards package that includes competitive compensation and a flexible benefits package that reflects our commitment to creating a diverse and supportive workplace.
Benefits include:
- 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
About Guidehouse
Guidehouse is an Equal Opportunity Employer-Protected Veterans, Individuals with Disabilities or any other basis protected by law, ordinance, or regulation.
Guidehouse will consider for employment qualified applicants with criminal histories in a manner consistent with the requirements of applicable law or ordinance including the Fair Chance Ordinance of Los Angeles and San Francisco.
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