Guidehouse Inc.

Guidehouse Inc.

Databricks Data Scientist

US - Remote (Any location) · Mid

No sponsorship$113k-$188kDetected 6 days ago
PythonSQLDatabricksAWSAzureCloud PlatformsCI/CDMachine LearningSparkData AnalysisData EngineeringData ScienceLLMsRAGAgentic AIStatisticsA/B TestingTest AutomationUnityCommunicationProblem Solving

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odds of building a lasting career here

57Sponsors, lottery-bound
Cap-exempt (no lottery)0
Sponsors this role90
Entry-level history0
PERM / green-card track0
Lottery odds (Level III)83
Fits your clock70

Sponsors, but it's cap-subject — you still face the weighted lottery (~45% per draw at Level III). Good if you win; have a cap-exempt backup on your list.

Lottery odds assume a STEM candidate.

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Employer immigration record

from this employer's Department of Labor filings

Green-card follow-through: 38%

Of 8 labor certifications old enough to have been used, 5 expired without the employer filing the next step. Median time from filing to decision: 493 days.100% of their filings were for a worker who already held the job.Only certifications past the 180-day window are counted — recent ones cannot have expired yet.

Files H-1B transfers

6 transfer filings in the last year, covering 6 workers. Median labor-condition decision: 7 days. An employer that already files transfers is one that can take over an existing H-1B.

Sourced from Department of Labor LCA, PERM and prevailing-wage disclosure data. Employer matching is by name, so figures may be split across an employer's legal entities. Absence of a filing means none appears in our copy of the data, not that none exists.

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About the role

  • This position offers virtual work flexibility within the United States.
  • The annual salary range for this position is $113,000.00-$188,000.00.
  • About Guidehouse Guidehouse is an Equal Opportunity Employer-Protected Veterans, Individuals with Disabilities or any other basis protected by law, ordinance, or regulation.

Responsibilities

  • Prepare, clean, and maintain datasets for modeling, experimentation, and analysis.
  • Write, optimize, and maintain Python and SQL workflows for data exploration, feature engineering, and model development.
  • Design reusable feature engineering workflows and model training pipelines using Databricks notebooks, workflows, and MLflow.
  • Register, version, promote, and document models using MLflow Model Registry and Unity Catalog-based model governance practices.
  • Analyze data to identify trends, patterns, and insights to support business decisions.
  • Perform data validation, quality checks, and issue resolution to ensure accuracy and consistency.
  • Collaborate with cross-functional teams including data engineers, analysts, and business stakeholders.
  • Document models, datasets, and methodologies to support reproducibility, transparency, and reuse.

Requirements

  • Travel Required:
  • Clearance Required:
  • Bachelor's degree in computer science, engineering, mathematics, statistics, or another relevant field.
  • Strong experience with Python and SQL for data analysis, modeling, and transformation.
  • Experience with Databricks, Spark, Delta Lake, or similar cloud-native data platforms.
  • Experience with ML lifecycle practices including experiment tracking, model evaluation, model registry, version control, deployment workflows, monitoring, and retraining approaches.
  • Experience with data preparation, feature engineering, and model development.

Nice to have

  • 2+ years of hands-on experience with the Databricks platform.
  • Experience with Databricks MLflow, Feature Engineering, Feature Store, Model Serving, Workflows, Unity Catalog, Mosaic AI, Vector Search, AI Gateway, or related Databricks AI/ML capabilities.
  • Experience with cloud platforms such as Azure, AWS, or GCP.
  • Experience working in project-based or consulting delivery environments.
  • Familiarity with data modeling, data warehousing, and large-scale data processing concepts.
  • Compensation decisions depend on a wide range of factors, including but not limited to skill sets, experience and training, security clearances, licensure and certifications, and other business and organizational needs.
  • About Guidehouse
  • Guidehouse is an Equal Opportunity Employer-Protected Veterans, Individuals with Disabilities or any other basis protected by law, ordinance, or regulation.

Compensation

  • 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

  • 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.
  • Note that Guidehouse will never charge a fee or require a money transfer at any stage of the recruitment process and does not collect fees from educational institutions for participation in a recruitment event.

Equal opportunity

  • If you have visited our website for information about employment opportunities, or to apply for a position, and you require an accommodation, please contact Guidehouse Recruiting at 1-571-633-1711 or via email at RecruitingAccommodation@guidehouse.com.
  • Equal Opportunity Employer-Protected Veterans, Individuals with Disabilities or any other basis protected by law, ordinance, or regulation.
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This listing is sourced directly from Guidehouse Inc.'s careers page and normalized into a canonical job model.