Senior Machine Learning Engineer- Fraud Detection
Job Description
Reports to: Machine Learning Team Lead
Job Location: South Bay Area
About SHEIN Technology
SHEIN Technology is a U.S. technology company. Founded in 2012, SHEIN is a leading global online retailer with operations in Guangzhou, Los Angeles and Singapore, along with other key markets. SHEIN reaches consumers across more than 150 countries and regions around the world. We place a premium on choice, delivering more than 6,000 new fashion, beauty and lifestyle products daily with more than 600,000 items available. Our mission is to help people express their individuality through the latest trends that are accessible and affordable. To learn more about SHEIN, follow us at shein.com, instagram.com/sheinofficial and youtube.com/shein.
Position Summary
SHEIN Technology is looking for a Senior Machine Learning Engineer to work on fraud detection. You will be working with various ML/deep learning models and whole piece of fraud prevention system and prioritizing the protection of sensitive data of US Customers.
Responsibilities:
- Develop various machine learning models and deep learning models.
- Enhance ML models to fulfill business goals including fraud prevention, malicious login or identity thefts.
- Develop key metrics to track online performance and collaborate with cross-functional teams including engineering, business, user experience and product teams to achieve business goals.
- Improve the machine learning infrastructure and pipeline, data table and deployment processes
- Participate in the full development cycle: design, development, deployment, experiment and analysis
Skills and Qualifications
- A Master's degree or above (Ph.D. preferred) in Computer Science or related fields.
- Proficiency in Python and at least one other major programming languages such as C++
- Experiences with anti-fraud related machine learning projects
- Familiarity with traditional/neural network ML models and ML infrastructure
- Strong communication skills for cross-country collaboration; Strong analytical and problem-solving capabilities and a passion for solving challenging problems.
- 3+ years of experience (or 1+ years with a Ph.D. degree) in developing ML models.
Good to have
- Experience with ML infrastructure.
- Experience with Hive, Kafka, Hbase, and Apache Flink.
Pay: $142,700.00 min. - $249,700.00 max annually, Bonus & RSU offered.
SHEIN Benefits and Culture:
- Healthcare (medical, dental, vision, prescription drugs)
- Health Savings Account with Employer Funding
- Flexible Spending Accounts (Healthcare and Dependent care)
- Company-Paid Basic Life/AD&D insurance
- Company-Paid Short-Term and Long-Term Disability
- Voluntary Benefit Offerings (Voluntary Life/AD&D, Hospital Indemnity, Critical Illness, and Accident)
- Employee Assistance Program
- Business Travel Accident Insurance
- 401(k) savings plan with discretionary company match and access to a financial advisor
- Vacation, Paid holidays and sick days
- Employee Discounts
- Perks (HQ Location)
- Free weekly catered lunch at HQ
- Dog-Friendly office
- Free Gym Access at HQ
- Free Swag Giveaways
- Annual Holiday Party
- Invitations to pop-ups and other company events
- Complimentary daily office snacks and beverages
- Free Shuttle Service from HQ to LA Union Station
SHEIN Technology is an equal opportunity employer committed to a diverse workplace environment.
Date Posted
06/08/2023
Views
12
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