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트렌딩 기업

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채용Intuit

Staff Machine Learning Engineer Mountain View, California

Intuit

Staff Machine Learning Engineer Mountain View, California

Intuit

mountain view

·

On-site

·

Full-time

·

2mo ago

보상

$197,000 - $266,500

복지 및 혜택

Healthcare

401(k)

Equity

필수 스킬

Python

Machine Learning

SQL

Data Wrangling

Feature Engineering

Come join Intuit as a Staff Machine Learning Engineer!

In this role, you'll be embedded inside a vibrant team of data scientists. You'll be expected to help conceive, code, and deploy data science models at scale using the latest industry tools. Important skills include data wrangling, feature engineering, developing models, and testing metrics.

Responsibilities

  • Discover data sources, get access to them, import them, clean them up, and make them “machine learning ready”.
  • Work with data scientists to create and refine features from the underlying data and build pipelines to train and deploy models.
  • Partner with data scientists to understand, implement, refine and design machine learning and other algorithms.
  • Run regular A/B tests, gather data, perform statistical analysis, draw conclusions on the impact of your models.
  • Work cross functionally with product managers, data scientists and product engineers, and communicate results to peers and leaders.
  • Explore new technology shifts in order to determine how they might connect with the customer benefits we wish to deliver.
    Pay offered is based on factors such as job-related knowledge, skills, experience, and work location. To drive ongoing pay equity for employees, Intuit conducts regular comparisons across categories of ethnicity and gender.

Qualifications

  • BS, MS, or PhD degree in Computer Science or related field, or equivalent work experience.
  • 6+ years of experience
  • Knowledgeable with Data Science tools and frameworks (i.e. Python, Scikit, NLTK, Numpy, Pandas, Tensor Flow, Keras, R, Spark).
  • Basic knowledge of machine learning techniques (i.e. classification, regression, and clustering).
  • Understand machine learning principles (training, validation, etc.)
  • Knowledge of data query and data processing tools (i.e. SQL)
  • 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.
  • Experience deploying highly scalable software supporting millions or more users
  • Experience with GPU acceleration (i.e. CUDA and cuDNN)
  • Experience with integrating applications and platforms with cloud technologies (i.e. AWS and GCP)
  • 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,CA: $197,000 - $266,500.

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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