채용
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.
총 조회수
0
총 지원 클릭 수
0
모의 지원자 수
0
스크랩
0
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Intuit 소개

Intuit
PublicIntuit 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
뉴스 & 버즈
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