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

Backend Engineer - AML Engine Orchestration Job Opening In Singapore, Singapore – Now Hiring TikTok


Job description

Team Introduction

The mission of our AML team is to push next-generation machine learning algorithms and platforms for the recommendation system, ads ranking and search ranking in our company.

We also drive substantial impact on core businesses of the company.

1.

Resource Efficiency Optimization in Distributed Orchestration and Scheduling:
- Develop and extend distributed orchestration frameworks within the Kubernetes/Godel ecosystem.

Select appropriate frameworks based on different business scenarios, and optimize cluster utilization and load balancing strategies according to the specific characteristics of each scenario;
- Integrate and expand AutoScaling and automatic parallelization capabilities for various models and tasks.

Employ load modeling and analytic methods for different models to automatically optimize resource requests, achieving large-scale improvements in resource usage efficiency and global optimality;
- Responsible for preemption and re-scheduling mechanisms for services with different priorities, and manage automatic resource multiplexing across different clusters and resource types; handle scheduling and load adaptation across multi-datacenter, multi-region, and multi-cloud environments.
2.

Building Training System Architecture for Next-Generation Ultra-Large and Ultra-Deep Recommendation Models:
- Develop a flexible, elastic and robust distributed training runtime focused on hyper-scaled embeddings and large-scale GPU training;
- Design and optimize distributed computing APIs and runtimes geared towards future recommendation and ads model paradigms (., reinforcement learning, fine-tuning and/or distillation);
- Collaborate with platform teams to enhance the diagnosability and usability of distributed training systems.
3.

Constructing Online Orchestration Architecture for Next-Generation Recommendation Systems:
- Build a robust and stable distributed model inference architecture for online learning scenarios involving hyper-scaled embeddings;
- Optimize the usability of online recommendation and ads model architectures and MLops workflows.



Minimum Qualifications:
- Bachelor's degree or above, majoring in Computer Science, Engineering or related fields.
- Strong programming and coding experience with at least one modern language such as Golang, Python.
- Experience contributing to the large scale distributed systems, multi-tenant systems (architecture, reliability and scaling).
- Strong analytical abilities and problem solving.
- Good communication, self-motivation, engineering practice, documentation, etc.
- At least 3 years of relevant experience.

Preferred Qualifications:
- Familiar with large-scale distributed scheduling systems like Kubernetes, Yarn, Flink and/or Spark
- Familiar with opensourced orchestration frameworks like VeRL, vLLM, Ray or TFX, etc.

Required Skill Profession

Computer Occupations


  • Job Details

Related Jobs

Feedzai hiring Senior Software Engineer - Data Orchestration Job in WorkFromHome, Singapore, Singapore
Feedzai
WorkFromHome, Singapore, Singapore
Feedzai hiring Engineering Manager - Data Orchestration Job in WorkFromHome, Singapore, Singapore
Feedzai
WorkFromHome, Singapore, Singapore
Helius hiring Backend Engineer Job in singapore, sg, singapore, sg, Singapore
Helius
singapore, sg, singapore, sg, Singapore
Netease Games hiring Backend Engineer Job in Singapore
Netease Games
Singapore
TESCOM (SINGAPORE) SOFTWARE SYSTEMS TESTING PTE LTD. hiring Backend Engineer Job in Singapore
TESCOM (SINGAPORE) SOFTWARE SYSTEMS TESTING PTE LTD.
Singapore
Xtremax Pte. Ltd. hiring Backend Engineer Job in Singapore
Xtremax Pte. Ltd.
Singapore
AMARIS ACT PTE. LTD. hiring Backend Engineer Job in Singapore
AMARIS ACT PTE. LTD.
Singapore
TikTok hiring Backend Engineer Job in Singapore
TikTok
Singapore
SEA Limited hiring Engineer, Backend Job in Singapore
SEA Limited
Singapore
ATT Mobility hiring Engineer (BackEnd) Job in North East Community Development Council, SG.02, Singapore
ATT Mobility
North East Community Development Council, SG.02, Singapore
ASTEK SINGAPORE INNOVATION TECHNOLOGY PTE. LTD. hiring Backend Engineer Job in Singapore
ASTEK SINGAPORE INNOVATION TECHNOLOGY PTE. LTD.
Singapore
Cognizioni IT Solutions LLC hiring Backend Engineer Job in Singapore
Cognizioni IT Solutions LLC
Singapore
Rapsys Technologies Pte. Ltd hiring Backend Engineer Job in Singapore
Rapsys Technologies Pte. Ltd
Singapore
TekisHub Consulting Services hiring Backend Engineer Job in Singapore
TekisHub Consulting Services
Singapore
H2 GAMES PTE. LTD. hiring Backend Engineer Job in Singapore
H2 GAMES PTE. LTD.
Singapore
TechKnowledgey Pte Ltd hiring Backend Engineer Job in Singapore
TechKnowledgey Pte Ltd
Singapore
Partipost hiring Backend Engineer Job in Singapore
Partipost
Singapore
Akkodis hiring Backend Engineer Job in Singapore
Akkodis
Singapore
Xtremax Pte. Ltd hiring Backend Engineer Job in Singapore
Xtremax Pte. Ltd
Singapore
Sri Trang Agro - Industry Public Company Limited hiring Backend Engineer Job in Central Singapore Community Development Council, SG.01, Singapore
Sri Trang Agro - Industry Public Company Limited
Central Singapore Community Development Council, SG.01, Singapore
Atome hiring Backend Engineer Job in Singapore
Atome
Singapore
H2 Games hiring Backend Engineer Job in Singapore
H2 Games
Singapore
Web3 Foundation hiring Backend Engineer Job in Singapore
Web3 Foundation
Singapore
Millennium Management hiring Backend Engineer Job in Singapore
Millennium Management
Singapore
TikTok Pte. Ltd. hiring Backend Engineer Job in Singapore
TikTok Pte. Ltd.
Singapore
Traveloka hiring Backend Engineer Job in Singapore
Traveloka
Singapore
Terrascope Pte. Ltd. hiring Backend Engineer Job in Singapore
Terrascope Pte. Ltd.
Singapore
AGP PROFILERS PTE. LTD. hiring Backend Engineer Job in Singapore
AGP PROFILERS PTE. LTD.
Singapore

Unlock Your Backend Engineer Potential: Insight & Career Growth Guide


Real-time Backend Engineer 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 Backend Engineer in Singapore, Singapore, highlighting market share and opportunities for professionals in Backend Engineer roles.

30079 Jobs in Singapore
30079
25639 Jobs in Singapore
25639
Download Backend Engineer Jobs Trends in Singapore and Singapore

Are You Looking for Backend Engineer AML Engine Orchestration Job?

Great news! is currently hiring and seeking a Backend Engineer AML Engine Orchestration 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 Backend Engineer AML Engine Orchestration 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 Backend Engineer AML Engine Orchestration?

Key qualifications for Backend Engineer AML Engine Orchestration typically include Computer Occupations 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 Backend Engineer AML Engine Orchestration?

To improve your chances of getting hired for Backend Engineer AML Engine Orchestration, 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 Backend Engineer AML Engine Orchestration Job Success

TikTok interview tips for Backend Engineer   AML Engine Orchestration

Here are some tips to help you prepare for and ace your Backend Engineer AML Engine Orchestration 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 Backend Engineer AML Engine Orchestration 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 Backend Engineer AML Engine Orchestration Positions

Setting up job alerts for Backend Engineer AML Engine Orchestration 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!