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Principal Data Scientist / Associate Director – Data Science (Applied AI)

Newnovatoin Solutions LLC

Woodbridge Township · Hybrid Full-time Lead $180k – $200k/yr 2d ago

About the role

Role Summary

We are seeking a highly experienced Principal Data Scientist / Associate Director – Data Science (Applied AI) to serve as the primary client-facing data science lead for designing, building, and scaling advanced AI and machine learning solutions for enterprise clients.

This role requires a strong blend of hands-on technical expertise in Generative AI, NLP, machine learning, and data engineering, along with consulting maturity, stakeholder management, and end-to-end solution ownership.

The position combines client advisory, model development, cross-functional collaboration, and measurable business impact, making it ideal for professionals who thrive at the intersection of technology and business transformation.

Desired Experience

  • 8–12 years of experience in Data Science, Machine Learning, Analytics, or Applied AI roles
  • Proven experience leading teams or technical workstreams in enterprise environments
  • Hands-on experience building and deploying Gen AI, NLP, or advanced ML solutions in production
  • Strong exposure to client-facing consulting, solutioning, stakeholder management, and external business engagements
  • Excellent problem-solving skills with a demonstrated track record of delivering measurable business outcomes

Key Responsibilities

  • Design, develop, and deploy advanced AI/ML solutions, including:
    • Generative AI applications
    • RAG systems
    • NLP pipelines
    • Predictive models
  • Translate ambiguous business requirements into:
    • structured analytical approaches
    • technical architectures
    • scalable solution roadmaps
  • Lead technical workstreams and collaborate with:
    • Data Scientists
    • Data Engineers
    • Product Managers
    • Business Teams
  • Partner with client stakeholders to identify high-value AI use cases aligned to business priorities
  • Bring thought leadership in designing scalable enterprise AI systems
  • Present solution concepts, prototypes, analyses, and business outcomes to senior client and internal stakeholders
  • Support presales activities, including:
    • solution framing
    • technical proposals
    • demos
    • effort estimation
  • Build and optimize production-grade AI pipelines using cloud, vector search, and enterprise data platforms
  • Mentor junior team members and contribute to capability building, reusable accelerators, and best practices

Primary Skills (Mandatory)

  • Strong expertise in:
    • Generative AI
    • LLMs
    • RAG frameworks
    • Agentic workflows
    • NLP
    • embeddings
    • transformers
    • deep learning
  • Strong programming proficiency in:
    • Python
    • PySpark
    • SQL
  • Experience with modern ML and AI frameworks:
    • PyTorch
    • Transformers
    • scikit-learn
    • LangChain
    • LangGraph
  • Experience with cloud and data platforms:
    • Snowflake
    • BigQuery
    • PostgreSQL
    • Redshift
    • Azure AI Search
    • vector databases
  • Ability to architect scalable AI systems integrating both structured and unstructured enterprise data
  • Experience in:
    • knowledge layers
    • semantic search
    • enterprise copilots
  • Exposure to:
    • model fine-tuning
    • evaluation frameworks
    • guardrails
    • LLM governance
  • Strong communication and presentation skills with the ability to articulate technical concepts and business value to senior stakeholders

Preferred Education

Master’s degree in a quantitative discipline such as:

  • Data Science
  • Computer Science
  • Statistics
  • Engineering
  • Operations Research
  • Related quantitative field

Benefits:

  • 401(k)
  • Dental insurance
  • Health insurance
  • Paid time off
  • Relocation assistance
  • Vision insurance

Skills

Agentic workflowsAzure AI SearchBigQueryDeep learningEmbeddingsGenerative AILangChainLangGraphLLMsMachine learningNLPPostgreSQLPySparkPythonPyTorchRAG frameworksRedshiftScikit-learnSnowflakeSQLTransformersVector databases

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