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트렌딩 기업

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채용Microsoft

Applied Scientist 2

Microsoft

Applied Scientist 2

Microsoft

China, Beijing, Beijing

·

On-site

·

Full-time

·

2w ago

Overview:

Are you interested in building personalized recommendation for billions of users, especially in finance domains?

Finance Recommendation team in Content Service organization is building personalized recommendation in finance domains in various product, including MSN and Edge default home page, etc. Our team focus on whole recommendation stack building, especially the modeling parts in different recommendation layers, including document understanding, segment recall, user profile modeling, personalized ranking, diversity optimization, etc.

If you’re looking for one team to utilize your ML skills to optimize user engagement of real product, grow your ML skills by iterating against users’ feedbacks and resolving real product challenges, then this is the team for you!

Responsibilities:

As one applied scientist in the team, your major responsibilities including:

  • Thinking through the product scenarios and goals, identify key challenges and design experimental process for iteration and optimization.

  • Offline model training and optimizing, collaborating with platform team on online serving and perf optimization for shipping.

Keeping on track of research trends in the fields of personalized recommendation, deep learning and AI.

Work independently and collaboratively with other

Qualifications-
Master / PhD in computer science or related fields focus on machine learning and AI.

  • 3+ years’ experiences in areas of machine learning, natural language processing or large-scale data mining.

  • Solid coding skill and good experience on deep learning framework like Py Torch, Tensor Flow, CNTK, etc.

Preferred:

  • Working / research experiences on recommendation areas is good plus.

Good communication skills and self-motivated.

This position will be open for a minimum of 5 days, with applications accepted on an ongoing basis until the position is filled.

Microsoft is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to age, ancestry, citizenship, color, family or medical care leave, gender identity or expression, genetic information, immigration status, marital status, medical condition, national origin, physical or mental disability, political affiliation, protected veteran or military status, race, ethnicity, religion, sex (including pregnancy), sexual orientation, or any other characteristic protected by applicable local laws, regulations and ordinances. If you need assistance with religious accommodations and/or a reasonable accommodation due to a disability during the application process, read more about requesting accommodations.

총 조회수

0

총 지원 클릭 수

0

모의 지원자 수

0

스크랩

0

Microsoft 소개

Microsoft

Microsoft

Public

Microsoft Corporation is an American multinational technology conglomerate headquartered in Redmond, Washington.

10,001+

직원 수

Redmond

본사 위치

$3000B

기업 가치

리뷰

3.8

5개 리뷰

워라밸

4.1

보상

4.3

문화

3.4

커리어

3.2

경영진

3.0

65%

친구에게 추천

장점

Excellent compensation and benefits package

Four-day workweek with improved work-life balance

Supportive managers and teams

단점

High-pressure environment causing anxiety

Unprofessional interview processes

Limited creative work opportunities

연봉 정보

5,620개 데이터

Mid/L4

Principal/L7

Senior/L5

Staff/L6

Director

Mid/L4 · Applied Science

1개 리포트

$234,166

총 연봉

기본급

$180,128

주식

-

보너스

-

$234,166

$234,166

면접 경험

1개 면접

난이도

4.0

/ 5

소요 기간

14-28주

경험

긍정 0%

보통 0%

부정 100%

면접 과정

1

Application Review

2

Recruiter Screen

3

Technical Phone Screen

4

Onsite/Virtual Interviews

5

Team Matching

6

Offer

자주 나오는 질문

Coding/Algorithm

System Design

Behavioral/STAR

Technical Knowledge

Culture Fit