热门公司

招聘

职位Microsoft

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.

总浏览量

0

申请点击数

0

模拟申请者数

0

收藏

0

关于Microsoft

Microsoft

Microsoft

Public

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

10,001+

员工数

Redmond

总部位置

$3000B

企业估值

评价

3.8

5条评价

工作生活平衡

4.1

薪酬

4.3

企业文化

3.4

职业发展

3.2

管理层

3.0

65%

推荐给朋友

优点

Excellent compensation and benefits package

Four-day workweek with improved work-life balance

Supportive managers and teams

缺点

High-pressure environment causing anxiety

Unprofessional interview processes

Limited creative work opportunities

薪资范围

5,620个数据点

Mid/L4

Principal/L7

Senior/L5

Staff/L6

Director

Mid/L4 · Applied Science

1份报告

$234,166

年薪总额

基本工资

$180,128

股票

-

奖金

-

$234,166

$234,166

面试经验

1次面试

难度

4.0

/ 5

时长

14-28周

体验

正面 0%

中性 0%

负面 100%

面试流程

1

Application Review

2

Recruiter Screen

3

Technical Phone Screen

4

Onsite/Virtual Interviews

5

Team Matching

6

Offer

常见问题

Coding/Algorithm

System Design

Behavioral/STAR

Technical Knowledge

Culture Fit