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Tech Expert/Backend Engineer - Global Live (LLM Model Serving) Job Opening In Singapore, Singapore – Now Hiring TikTok


Job description

About Our TeamMission of Global Live Service Architecture team is Build Real-time Interactive Architecture, Safeguard Global LIVE.

We are seeking highly skilled and experienced Expert/Senior Engineers to join our TikTok Live Architecture team.

TikTok Live is a world-wide leader in live streaming, which occupies more than 50% of the market share.

In the LLM team, you have the chance to understand the most advanced LLM models, and design architecture to apply LLM in the world 's largest businesses.

We're people at the forefront of the world.

Responsibilities:
- Model Service Deployment: Responsible for converting large-scale deep learning models into scalable services that meet the diverse needs of TikTok's live streaming business.
- Performance Optimization: Optimize the performance of model inference, including but not limited to efficient utilization of computing resources, minimizing response time, and maximizing throughput.
- Cross-Team Collaboration: Work closely with algorithm and business teams to facilitate the deployment of models into production and resolve issues that arise in the production environment.
- Technical Innovation: Continuously monitor and explore new technologies and methods in the AI field to drive technological advancement in model services.



Minimum Qualifications:
- Bachelor's degree or higher in Computer Science, Software Engineering, Artificial Intelligence, or related fields.
- 3+ years of relevant work experience, with experience in deploying and servicing large-scale machine learning models.
- Proficiency in mainstream deep learning frameworks (such as TensorFlow, PyTorch, DeepSpeed) and their deployment in production environments.
- Familiarity with model inference optimization techniques, such as quantization, distillation, distributed inference, ONNX, ZeRO, etc.
- Familiarity with online service tech stacks, such as RPC, Redis, Kafka, etc.
- Strong programming skills, proficient in Python, C++ or Golang, with a deep understanding of system performance optimization.

Preferred Qualification:
- Have LLMs deployment and optimization experience

Required Skill Profession

Computer Occupations


  • Job Details

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Are You Looking for Tech Expert/Backend Engineer Global Live (LLM Model Serving) Job?

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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

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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.

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Key qualifications for Tech Expert/Backend Engineer Global Live (LLM Model Serving) 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.

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Interview Tips for Tech Expert/Backend Engineer Global Live (LLM Model Serving) Job Success

TikTok interview tips for Tech Expert/Backend Engineer   Global Live (LLM Model Serving)

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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.

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Turn Off Phone: Avoid distractions during the interview.

Final Thought:

To prepare for your Tech Expert/Backend Engineer Global Live (LLM Model Serving) 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!

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