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채용Intuit

Senior Staff AI Scientist Mountain View, California

Intuit

Senior Staff AI Scientist Mountain View, California

Intuit

mountain view

·

On-site

·

Full-time

·

2mo ago

Intuit is looking for innovative and hands-on Senior Staff AI Scientist to join the Intuit AI team.

 

Come join our collaborative and creative group of AI scientists and machine learning engineers and build models that directly affect hundreds of thousands of our customers. In this role you will be building and deploying machine learning models using both analytical algorithms and deep learning approaches. 


Responsibilities

  • Practices leadership and communication skills to influence teams and to evangelize AI science across the organization

  • Collaborates with stakeholders to define success criteria and align model metrics with business goals. Works side-by-side with product managers, software engineers, and designers in designing experiments and minimum viable products

  • Leads technical work of a scrum team: initiating and designing model solutions, driving end-to-end architecture designs of the team’s work, and holding the team accountable for high quality code, git, design, costs and implementation standards

  • Performs hands-on data analysis and modeling with large data sets, including discovering data sources, getting data access, cleaning up data, and making them “model-ready”. You need to be willing and able to do your own ETL and design/build featurization. 

  • Applies data mining, NLP, and machine learning (such as supervised/unsupervised, Causal-ML, Online Learning, Bayesian Learning, Reinforcement Learning, or Deep Learning) to real-world problems and datasets.  

  • Runs A/B tests to draw conclusions on the impact of your team’s work and communicates results to peers and leaders

  • Communicates with partners to ensure successful delivery and integration of DS solutions.  

  • Proactively researches, explores, and enables new ML technologies. Keeps up with the new developments in academia and industry and considers possible extensions to solve Intuit customer problems. 


Qualifications

  • 6+ years of industry experience with AI science

  • BS, MS or PhD in Statistics, Mathematics, Computer Science, Economics, Operations Research, or equivalent

  • 4+ years of hands-on expertise in ML paradigms such as Causal-ML, supervised/unsupervised, Online, Bayesian, Reinforcement or Deep Learning.

  • Proficient in multiple optimization paradigms such as combinatorial optimization, gradient methods, or Bayesian optimization.

  • Proficient  in NLP techniques, Explainable AI, and ML frameworks. 

  • Expertise in modern advanced analytical tools and programming languages such as Python, Scala, Java and/or R.

  • Efficient in SQL, Hive, SparkSQL, etc.

  • Comfortable working in a Linux environment

  • Experience with building end-to-end reusable pipelines from data acquisition to model output delivery

  • Quick learner, adaptable, with the ability to work independently in a fast-paced environment

  • Strong oral and written communication skills. Ability to conduct meetings and make professional presentations, and to explain complex concepts and technical material to non-technical users


Intuit provides a competitive compensation package with a strong pay for performance rewards approach. This position will be eligible for a cash bonus, equity rewards and benefits, in accordance with our applicable plans and programs (see more about our compensation and benefits at Intuit®: Careers | Benefits). Pay offered is based on factors such as job-related knowledge, skills, experience, and work location. To drive ongoing fair pay for employees, Intuit conducts regular comparisons across categories of ethnicity and gender. The expected base pay range for this position is: 

Bay Area California $ 222,000- 300,000


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총 지원 클릭 수

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모의 지원자 수

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Intuit 소개

Intuit

Intuit

Public

Intuit provides financial software solutions to empower individuals and businesses.

10,001+

직원 수

Mountain View

본사 위치

$140B

기업 가치

리뷰

2.6

10개 리뷰

워라밸

3.5

보상

3.8

문화

3.2

커리어

3.4

경영진

2.8

35%

친구에게 추천

장점

Good benefits and compensation

Supportive team and leadership

Flexible schedule and work-life balance

단점

Inadequate training and software support

Poor management and lack of support

High expectations and micromanagement

연봉 정보

91개 데이터

Junior/L3

Mid/L4

Senior/L5

Staff/L6

Junior/L3 · Business Data Analyst

2개 리포트

$123,000

총 연봉

기본급

$116,528

주식

-

보너스

-

$123,000

$123,000

면접 경험

7개 면접

난이도

3.0

/ 5

소요 기간

14-28주

합격률

14%

경험

긍정 14%

보통 86%

부정 0%

면접 과정

1

Application Review

2

Online Assessment/Technical Screen

3

Live Coding Interview

4

Case Study/Technical Assessment

5

Behavioral Interview

6

Offer

자주 나오는 질문

Coding/Algorithm

Technical Knowledge

Behavioral/STAR

Case Study

System Design