Pangleglobal
Machine Learning Engineer Graduate (E-Commerce Risk Control)- 2026 Start (BS/MS)
Pangleglobal, San Jose, California, United States, 95199
Machine Learning Engineer Graduate (E-Commerce Risk Control)- 2026 Start (BS/MS)
Location: San Jose
Team: Technology
Employment Type: Regular
Job Code: A171827A
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Responsibilities
Develop and implement innovative machine learning algorithms to manage business risks in TikTok's products and platforms.
Prototype and explore novel solutions, conduct experiments to validate hypotheses, and provide insights to Product and Tech teams.
Collaborate with multidisciplinary teams to enhance current automation processes.
Build efficient data querying infrastructure for real-time and offline analysis. Identify opportunities to strengthen risk defense solutions.
Define risk control metrics and promote data-driven practices. Align teams and stakeholders on numeric goals for risk control.
Document technical processes and effectively communicate results through writing, visualizations, and presentations.
Qualifications
Minimum Qualifications:
Bachelor's degree or above in Computer Science, Engineering, Operations Research, or related fields.
Final year or recent graduate with a background in Computer Science, Computer Engineering, or a related technical discipline.
Proficiency in modern machine learning theories and applications, including ensemble trees, deep neural networks, transfer/multi-task learning, reinforcement learning, graph theory, and unsupervised learning.
Experience with Python, SQL/Hive, and Hadoop.
Strong understanding of data structures and algorithms, with excellent problem-solving ability.
Detail oriented, effective time management, and strong analytical skills.
Preferred Qualifications:
Demonstrated software engineering experience from previous internship, work experience, coding competitions, or publications.
Internship experience or research experience, especially in e-commerce, risk control domain.
Curiosity towards new technologies and entrepreneurship.
High levels of creativity and quick problem-solving capabilities.
Job Information The base salary range for this position in the selected city is $118657 - $187200 annually.
Compensation may vary outside of this range depending on a number of factors, including a candidate’s qualifications, skills, competencies and experience, and location. Base pay is one part of the Total Package that is provided to compensate and recognize employees for their work, and this role may be eligible for additional discretionary bonuses/incentives, and restricted stock units.
Benefits Benefits may vary depending on the nature of employment and the country work location. Employees have day one access to medical, dental, and vision insurance, a 401(k) savings plan with company match, paid parental leave, short-term and long-term disability coverage, life insurance, wellbeing benefits, among others. Employees also receive 10 paid holidays per year, 10 paid sick days per year and 17 days of Paid Personal Time (prorated upon hire with increasing accruals by tenure).
The Company reserves the right to modify or change these benefits programs at any time, with or without notice.
For Los Angeles County (unincorporated) Candidates:
Interacting and occasionally having unsupervised contact with internal/external clients and/or colleagues;
Appropriately handling and managing confidential information including proprietary and trade secret information and access to information technology systems;
Exercising sound judgment.
About Us Founded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok, Lemon8, CapCut and Pico as well as platforms specific to the China market, including Toutiao, Douyin, and Xigua, ByteDance has made it easier and more fun for people to connect with, consume, and create content.
Why Join ByteDance Inspiring creativity is at the core of ByteDance's mission. Our innovative products are built to help people authentically express themselves, discover and connect – and our global, diverse teams make that possible. Together, we create value for our communities, inspire creativity and enrich life - a mission we work towards every day.
As ByteDancers, we strive to do great things with great people. We lead with curiosity, humility, and a desire to make impact in a rapidly growing tech company. By constantly iterating and fostering an "Always Day 1" mindset, we achieve meaningful breakthroughs for ourselves, our Company, and our users. When we create and grow together, the possibilities are limitless. Join us.
Diversity & Inclusion ByteDance is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At ByteDance, our mission is to inspire creativity and enrich life. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.
Reasonable Accommodation ByteDance is committed to providing reasonable accommodations in our recruitment processes for candidates with disabilities, pregnancy, sincerely held religious beliefs or other reasons protected by applicable laws. If you need assistance or a reasonable accommodation, please reach out to us at https://tinyurl.com/RA-request
#J-18808-Ljbffr
Team: Technology
Employment Type: Regular
Job Code: A171827A
Share this listing:
Responsibilities
Develop and implement innovative machine learning algorithms to manage business risks in TikTok's products and platforms.
Prototype and explore novel solutions, conduct experiments to validate hypotheses, and provide insights to Product and Tech teams.
Collaborate with multidisciplinary teams to enhance current automation processes.
Build efficient data querying infrastructure for real-time and offline analysis. Identify opportunities to strengthen risk defense solutions.
Define risk control metrics and promote data-driven practices. Align teams and stakeholders on numeric goals for risk control.
Document technical processes and effectively communicate results through writing, visualizations, and presentations.
Qualifications
Minimum Qualifications:
Bachelor's degree or above in Computer Science, Engineering, Operations Research, or related fields.
Final year or recent graduate with a background in Computer Science, Computer Engineering, or a related technical discipline.
Proficiency in modern machine learning theories and applications, including ensemble trees, deep neural networks, transfer/multi-task learning, reinforcement learning, graph theory, and unsupervised learning.
Experience with Python, SQL/Hive, and Hadoop.
Strong understanding of data structures and algorithms, with excellent problem-solving ability.
Detail oriented, effective time management, and strong analytical skills.
Preferred Qualifications:
Demonstrated software engineering experience from previous internship, work experience, coding competitions, or publications.
Internship experience or research experience, especially in e-commerce, risk control domain.
Curiosity towards new technologies and entrepreneurship.
High levels of creativity and quick problem-solving capabilities.
Job Information The base salary range for this position in the selected city is $118657 - $187200 annually.
Compensation may vary outside of this range depending on a number of factors, including a candidate’s qualifications, skills, competencies and experience, and location. Base pay is one part of the Total Package that is provided to compensate and recognize employees for their work, and this role may be eligible for additional discretionary bonuses/incentives, and restricted stock units.
Benefits Benefits may vary depending on the nature of employment and the country work location. Employees have day one access to medical, dental, and vision insurance, a 401(k) savings plan with company match, paid parental leave, short-term and long-term disability coverage, life insurance, wellbeing benefits, among others. Employees also receive 10 paid holidays per year, 10 paid sick days per year and 17 days of Paid Personal Time (prorated upon hire with increasing accruals by tenure).
The Company reserves the right to modify or change these benefits programs at any time, with or without notice.
For Los Angeles County (unincorporated) Candidates:
Interacting and occasionally having unsupervised contact with internal/external clients and/or colleagues;
Appropriately handling and managing confidential information including proprietary and trade secret information and access to information technology systems;
Exercising sound judgment.
About Us Founded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok, Lemon8, CapCut and Pico as well as platforms specific to the China market, including Toutiao, Douyin, and Xigua, ByteDance has made it easier and more fun for people to connect with, consume, and create content.
Why Join ByteDance Inspiring creativity is at the core of ByteDance's mission. Our innovative products are built to help people authentically express themselves, discover and connect – and our global, diverse teams make that possible. Together, we create value for our communities, inspire creativity and enrich life - a mission we work towards every day.
As ByteDancers, we strive to do great things with great people. We lead with curiosity, humility, and a desire to make impact in a rapidly growing tech company. By constantly iterating and fostering an "Always Day 1" mindset, we achieve meaningful breakthroughs for ourselves, our Company, and our users. When we create and grow together, the possibilities are limitless. Join us.
Diversity & Inclusion ByteDance is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At ByteDance, our mission is to inspire creativity and enrich life. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.
Reasonable Accommodation ByteDance is committed to providing reasonable accommodations in our recruitment processes for candidates with disabilities, pregnancy, sincerely held religious beliefs or other reasons protected by applicable laws. If you need assistance or a reasonable accommodation, please reach out to us at https://tinyurl.com/RA-request
#J-18808-Ljbffr