drjobs Manager, Data Science

Manager, Data Science

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1 Vacancy
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Job Location drjobs

Dallas - USA

Monthly Salary drjobs

Not Disclosed

drjobs

Salary Not Disclosed

Vacancy

1 Vacancy

Job Description

Why Ryan

  • Hybrid Work Options

  • Award-Winning Culture

  • Generous Personal Time Off (PTO) Benefits

  • 14-Weeks of 100% Paid Leave for New Parents (Adoption Included)

  • Monthly Gym Membership Reimbursement OR Gym Equipment Reimbursement

  • Benefits Eligibility Effective Day One

  • 401K with Employer Match

  • Tuition Reimbursement After One Year of Service

  • Fertility Assistance Program

  • Four-Week Company-Paid Sabbatical Eligibility After Five Years of Service

Were seeking a hands-on Manager of Data Science to lead and grow a team of Data Scientists and Senior Data Scientists. Youll partner closely with business stakeholders to translate complex tax and financial challenges into proof-of-concepts (POCs) and minimum-viable-products (MVPs) then shepherd those results into production on Azure and Databricks. Your deep Python expertise proficiency with both classical ML and deep-learning architectures familiarity with LLMs/GenAI and ability to coach while contributing code will be key to your success.

Duties and Responsibilities aligned with Key Results:

Team Leadership & Delivery

  • Recruit mentor and retain a high-performing Data Science team (Data Scientists & Sr. Data Scientists) providing regular coaching career-path guidance and structured feedback.
  • Oversee rapid iteration of POCs and MVPs on Databricks (Spark/Delta Lake) and Azure ML from feature engineering and model training through evaluation and production deployment.
  • Lead by examplewrite review and optimize Python notebooks and production code daily; troubleshoot performance bottlenecks and cost-optimize compute.

Advanced Modeling & GenAI

  • Architect develop and deploy classification models on unstructured data (CNNs RNNs transformers) alongside tree-based and ensemble methods for structured data.
  • Implement end-to-end NLP workflowstokenization embedding generation LLM fine-tuning and RAG frameworksfor document understanding and virtual assistants.
  • Rapidly prototype and fine-tune GenAI solutions (Azure OpenAI Hugging Face) collaborating with Data Engineering and MLOps (MLflow Azure DevOps) to productionize successful pilots.

Stakeholder Partnership & Governance

  • Partner with Product Owners Finance and Tax leadership to define clear use cases success metrics and roadmaps that align with strategic goals.
  • Translate complex technical findings into concise presentations and decision-ready recommendations for executive and business audiences.
  • Ensure code quality (unit tests version control documentation) embed responsible AI practices (bias detection explainability data-privacy compliance) monitor model drift and maintain production SLAs.

Qualifications & Experience

  • Bachelors or Masters in Data Science Computer Science Statistics or related field
  • 7 years of hands-on experience building and deploying ML & deep-learning solutions in production
  • 2 years of managing and mentoring data science professionals
  • Proven track record delivering rapid POCs/MVPs and scaling them to robust production services

Technical Skills

  • Programming & Frameworks: Expert in Python (pandas scikit-learn) deep-learning frameworks (PyTorch TensorFlow Keras)
  • GenAI & LLMs: Experience fine-tuning and deploying transformer-based models (e.g. GPT BERT) via Azure OpenAI or Hugging Face
  • Data Platforms: Azure Databricks (Spark Delta Lake Unity Catalog) Azure Data Factory
  • MLOps: MLflow Azure ML pipelines CI/CD (GitHub Actions or Azure DevOps) Docker/Kubernetes
  • Cloud & DevOps: Terraform/ARM for infrastructure-as-code; monitoring with Azure Monitor or Prometheus
  • Databases & Storage: SQL Server Azure SQL Cosmos DB ADLS/Blob Storage
  • Document AI: Azure Form Recognizer or equivalent for structured/unstructured document extraction

Soft Skills

  • Exceptional communicator: translates technical concepts for executive and business audiences
  • Strategic thinker: balances long-term AI roadmap with agile iterative delivery
  • Collaborative leader: thrives in cross-functional matrixed teams
  • Results oriented: delivers high-impact solutions under tight timelines

Computer Skills:

To perform this job successfully an individual must have intermediate knowledge of Microsoft Project Word Excel Access PowerPoint Outlook and Internet navigation and research.

Supervisory Responsibilities:

  • None

Work Environment:

  • Standard indoor working environment.
  • Occasional long periods of sitting while working at computer.
  • Must be able to lift carry push or pull up to 30 lbs.
  • Position requires regular interaction with employees at all levels of the Firm and interface with external vendors as necessary.
  • Independent travel requirement: As Needed

#DICE


Required Experience:

Manager

Employment Type

Full-Time

Company Industry

About Company

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