Principal Data Scientist
Company: Intuit Inc.
Location: San Diego
Posted on: November 1, 2024
Job Description:
Intuit is hiring a Principal Data Science Architect to join our
Intuit AI team.Come join our collaborative and creative group of
data scientists and machine learning engineers and design and build
AI systems that directly affect hundreds of thousands of our
customers. In this role, you will be designing, building, and
deploying machine learning models in AI native applications using
both analytical algorithms, deep learning, and Generative AI
approaches. We are waiting for you to join us and do the best work
of your life.Responsibilities
- Drives architecture decisions, influences and contributes to ML
platform architecture and strategy
- Creates a multi-year vision that connects product strategy with
technology strategy
- Practices excellent leadership and communication skills to
influence and lead teams and evangelize AI across the organization
and the larger company
- Leads team's work in one or more of ML, NLP, Statistics, or
Optimization, and performs hands-on work in these domains.
- Weighs ROI considerations of general and tailored capabilities
for projects in the team
- Creates new capabilities and technology shifts that solve
critical business problems
- Pushes the boundaries of ML by developing foundational methods
and novel applications from state-of-the-art ML technologies and
industry trends
- Influences business leaders and architects around the company
to shape mission-critical projects
- Leads team and partners to the successful delivery and
integration of ML solutions
- Conducts design reviews, and holds teams to technical and
operational rigor.
- Acts as an advisor in overseeing and mentoring the work of
colleagues toward the building of a vibrant practice community
- PhD/MS in Engineering Mathematics, Statistics,
Theoretical/Computational Physics, or related field or equivalent
work experience
- Solid knowledge of statistical techniques
- 3+ years as either a lead in a data science role or a
management position in data science
- Strong communication skills and proven experience as an
influencer at the executive level
- Hands-on programming experience in one or more of: ML, NLP,
Statistics, or Optimization
- 6+ years' experience manipulating large datasets and using
databases (e.g. R, SQL, S-Plus, etc.)
- 6+ years' experience with a general-purpose programming
language (e.g. Python, Scala, etc.)Strongly Preferred:
- PhD in Engineering Mathematics, Statistics,
Theoretical/Computational Physics, or related field
- Expert knowledge and hands-on experience in one or more of: ML,
NLP, Statistics, or Optimization
- Expert knowledge and hands-on experience with ML pipelines,
processes, and design patterns
- Computer science fundamentals: data structures, algorithms,
performance complexity, and implications of computer architecture
on software performance (e.g., I/O and memory tuning).
- Software engineering fundamentals: version control systems
(i.e. Git, Github) and workflows, and ability to write
production-ready code
- Proven track record of influencing business leaders to shape
mission-critical projects
- Proven track record of leading teams to successful delivery of
ML solutions
- Strong interpersonal and communication skills in order to
effectively contribute to technical teams and make presentations to
a variety of technical and business personnel
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Keywords: Intuit Inc., Calexico , Principal Data Scientist, Other , San Diego, California
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