• Expertini Resume Scoring: Our Semantic Matching Algorithm evaluates your CV/Résumé before you apply for this job role.
Singapore Jobs Expertini

Machine Learning Engineer, Core Feed Recommendation - Singapore Job Opening In Singapore, Singapore – Now Hiring TikTok

Machine Learning Engineer, Core Feed Recommendation Singapore

    Singapore Jobs Expertini Expertini Singapore Jobs Other General Machine Learning Engineer, Core Feed Recommendation Singapore

Job description

Overview
Machine Learning Engineer, Core Feed Recommendation - Singapore
6 days ago Be among the first 25 applicants
Get AI-powered advice on this job and more exclusive features.


Responsibilities
TikTok Core Feed Recommendation team sits in the center of TikTok, designs, implements and improves the core recommendation algorithm that powers the for you feed, following feed, etc.

of the TikTok app.

The recommendation system we built connects hundreds of millions of users with relevant content out of billions of videos in real-time, and inspires high-quality content creation for millions of creators on the platform.


The User Growth team is an essential pillar of the Core Feed Recommendation team, directly responsible for implementing and refining new user acquisition and retention strategies.

Our team is committed to achieving TikTok's ultimate goals through developing high-performance models and sound strategies.

We take pride in our rigorous approach to applied research, innovative system design, and steadfast pragmatism.


We are looking for strong research scientists and engineers at all levels, who are excited about growing their business understanding, building highly scalable and reliable software, and partnering across disciplines with global teams, in pursuit of excellence.


What you'll do:
Implement machine learning algorithms at large scales to optimize and improve new user acquisition efficiency, and leverage acquisition signals to improve new user retention across all ranking phases including but not limited to retrieval, ranking, re-ranking and etc.


Work cross functionally with product managers, data scientists and product engineers to understand insights, formulate problems, design and refine machine learning algorithms, and communicate results to peers and leaders.


Run regular A/B tests, perform analysis and iterate algorithms accordingly.


Have a good understanding of end-to-end machine learning systems.

Work with infra teams on improving efficiency and stability.


Qualifications
Note:
The original content uses bold for sections; this version preserves the text while using allowed tags.

Minimum Qualifications include:
Hands-on experience in one or more of the following areas: recommender systems, machine learning, deep learning, pattern recognition, data mining, computer vision, NLP, causal inference, content understanding or multimodal machine learning
Strong programming skills in Python and/or C/C++, and a deep understanding of data structures and algorithms
Familiar with architecture and implementation of at least one mainstream machine learning framework (TensorFlow/PyTorch/MXNet)
Good communication and teamwork skills, and a passion for learning new techniques and tackling challenging problems
Prior industry experience with main components of recommendation systems (retrieval, ranking, re-ranking, cold-start) is a plus but not required
Preferred Qualifications :
Publications at major conferences such as KDD, NeurIPS, SIGIR, WSDM, CIKM, ICLR, ICML, IJCAI, AAAI, RecSys or related conferences
Strong track record in data mining, machine learning, or ACM-ICPC/NOI/IOI competitions
Participation in public/open-source AI-related projects with high visibility
About TikTok
TikTok is the leading destination for short-form mobile video.

Our mission is to inspire creativity and bring joy.

TikTok's global headquarters are in Los Angeles and Singapore, with offices worldwide.


Why Join Us
Inspiring creativity is at the core of TikTok's mission.

Our innovative product helps people authentically express themselves, discover and connect.

We strive to do great things with great people, fostering curiosity, humility and impact in a rapidly growing tech company.

We embrace challenges as opportunities to learn and innovate as one team.

By constantly iterating and maintaining an Always Day 1 mindset, we aim for meaningful breakthroughs for our company and users.


Join us.


Diversity & Inclusion
TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives.

Our platform connects people globally and our workplace reflects that diversity.

We are passionate about celebrating diverse voices and creating an environment that reflects the communities we reach.


Seniority level
Associate
Employment type
Full-time
Job function
Engineering and Information Technology
Industries
Technology, Information and Internet
Referrals increase your chances of interviewing at TikTok by 2x
Location: Queenstown, Central Singapore Community Development Council, Singapore
8 months ago
#J-18808-Ljbffr

Required Skill Profession

Other General


  • Job Details

Related Jobs


Unlock Your Machine Learning Potential: Insight & Career Growth Guide


Real-time Machine Learning Jobs Trends (Graphical Representation)

Explore profound insights with Expertini's real-time, in-depth analysis, showcased through the graph here. Uncover the dynamic job market trends for Machine Learning in Singapore, Singapore, highlighting market share and opportunities for professionals in Machine Learning roles.

1469 Jobs in Singapore
1469
1309 Jobs in Singapore
1309
Download Machine Learning Jobs Trends in Singapore and Singapore

Are You Looking for Machine Learning Engineer, Core Feed Recommendation Singapore Job?

Great news! is currently hiring and seeking a Machine Learning Engineer, Core Feed Recommendation Singapore to join their team. Feel free to download the job details.

Wait no longer! Are you also interested in exploring similar jobs? Search now: .

The Work Culture

An organization's rules and standards set how people should be treated in the office and how different situations should be handled. The work culture at TikTok adheres to the cultural norms as outlined by Expertini.

The fundamental ethical values are:

1. Independence

2. Loyalty

3. Impartiapty

4. Integrity

5. Accountabipty

6. Respect for human rights

7. Obeying Singapore laws and regulations

What Is the Average Salary Range for Machine Learning Engineer, Core Feed Recommendation Singapore Positions?

The average salary range for a varies, but the pay scale is rated "Standard" in Singapore. Salary levels may vary depending on your industry, experience, and skills. It's essential to research and negotiate effectively. We advise reading the full job specification before proceeding with the application to understand the salary package.

What Are the Key Qualifications for Machine Learning Engineer, Core Feed Recommendation Singapore?

Key qualifications for Machine Learning Engineer, Core Feed Recommendation Singapore typically include Other General and a list of qualifications and expertise as mentioned in the job specification. The generic skills are mostly outlined by the . Be sure to check the specific job listing for detailed requirements and qualifications.

How Can I Improve My Chances of Getting Hired for Machine Learning Engineer, Core Feed Recommendation Singapore?

To improve your chances of getting hired for Machine Learning Engineer, Core Feed Recommendation Singapore, consider enhancing your skills. Check your CV/Résumé Score with our free Tool. We have an in-built Resume Scoring tool that gives you the matching score for each job based on your CV/Résumé once it is uploaded. This can help you align your CV/Résumé according to the job requirements and enhance your skills if needed.

Interview Tips for Machine Learning Engineer, Core Feed Recommendation Singapore Job Success

TikTok interview tips for Machine Learning Engineer, Core Feed Recommendation   Singapore

Here are some tips to help you prepare for and ace your Machine Learning Engineer, Core Feed Recommendation Singapore job interview:

Before the Interview:

Research: Learn about the TikTok's mission, values, products, and the specific job requirements and get further information about

Other Openings

Practice: Prepare answers to common interview questions and rehearse using the STAR method (Situation, Task, Action, Result) to showcase your skills and experiences.

Dress Professionally: Choose attire appropriate for the company culture.

Prepare Questions: Show your interest by having thoughtful questions for the interviewer.

Plan Your Commute: Allow ample time to arrive on time and avoid feeling rushed.

During the Interview:

Be Punctual: Arrive on time to demonstrate professionalism and respect.

Make a Great First Impression: Greet the interviewer with a handshake, smile, and eye contact.

Confidence and Enthusiasm: Project a positive attitude and show your genuine interest in the opportunity.

Answer Thoughtfully: Listen carefully, take a moment to formulate clear and concise responses. Highlight relevant skills and experiences using the STAR method.

Ask Prepared Questions: Demonstrate curiosity and engagement with the role and company.

Follow Up: Send a thank-you email to the interviewer within 24 hours.

Additional Tips:

Be Yourself: Let your personality shine through while maintaining professionalism.

Be Honest: Don't exaggerate your skills or experience.

Be Positive: Focus on your strengths and accomplishments.

Body Language: Maintain good posture, avoid fidgeting, and make eye contact.

Turn Off Phone: Avoid distractions during the interview.

Final Thought:

To prepare for your Machine Learning Engineer, Core Feed Recommendation Singapore interview at TikTok, research the company, understand the job requirements, and practice common interview questions.

Highlight your leadership skills, achievements, and strategic thinking abilities. Be prepared to discuss your experience with HR, including your approach to meeting targets as a team player. Additionally, review the TikTok's products or services and be prepared to discuss how you can contribute to their success.

By following these tips, you can increase your chances of making a positive impression and landing the job!

How to Set Up Job Alerts for Machine Learning Engineer, Core Feed Recommendation Singapore Positions

Setting up job alerts for Machine Learning Engineer, Core Feed Recommendation Singapore is easy with Singapore Jobs Expertini. Simply visit our job alerts page here, enter your preferred job title and location, and choose how often you want to receive notifications. You'll get the latest job openings sent directly to your email for FREE!