Software Architect for Large-Scale Machine Learning Systems
3 days ago
About the Role
We are seeking a talented Software Architect to join our Applied Machine Learning - Machine Learning (ML) Systems team at BYTEDANCE PTE. LTD.
Company Overview
ByteDance is a technology company that aims to inspire creativity and enrich life. With a suite of products including TikTok, Helo, Toutiao, Douyin, and Xigua, we have made it easier and more fun for people to connect with, consume, and create content.
Job Description
The successful candidate will be responsible for designing and developing the architecture of large-scale machine learning systems, solving technical difficulties such as high concurrency, high reliability, and high scalability of the system.
Responsibilities include:
- Designing and developing large-scale machine learning systems;
- Solving technical difficulties such as high concurrency, high reliability, and high scalability of the system;
- Covering various sub-directions of machine learning system, including resource scheduling, model training, model inference, data management, and workflow orchestration;
- Working closely with the algorithm teams to optimize the algorithm and system jointly;
- Research, design, and develop computer and network software or specialised utility programs;
- Analyse user needs and develop software solutions, applying principles and techniques of computer science, engineering, and mathematical analysis;
- Update software, enhances existing software capabilities, and develops and direct software testing and validation procedures;
- Work with computer hardware engineers to integrate hardware and software systems and develop specifications and performance requirements;
Requirements
To succeed in this role, you will need:
- A Bachelor's degree or above, major in Computer Science, computer engineering or related;
- ≥ 3 years of excellent coding skills with solid foundation in data structures and basic algorithms;
- Proficient in at least one of the mainstream server-side programming languages such as Golang / Python / Java;
- Familiar with Linux development environment;
- Deep understanding of database technologies such as MySQL / PostgreSQL / MongoDB, middleware technologies such as Redis / Kafka;
- Preferred to have a strong understanding of the principles of distributed systems, and have participated in the design, development, and maintenance of large-scale distributed systems with good knowledge of Kubernetes, Prometheus, Containerisation, Continuous Integration & Continuous Distribution;
- Strong sense of responsibility, good learning ability, communication ability, and self-motivation;
- Experience in the machine learning & cloud computing & data pipeline domain is a plus;
Salary Information
The salary for this role is estimated to be around SGD $140,000 - $180,000 per annum, depending on experience.
Benefits
As a valued employee of BYTEDANCE PTE. LTD., you can expect a range of benefits, including:
- Competitive salary and bonus structure;
- Opportunities for professional growth and development;
- Collaborative and dynamic work environment;
- Access to cutting-edge technology and tools;
- A comprehensive benefits package, including medical, dental, and vision coverage;
- A generous paid time off policy;
- A diverse and inclusive workplace culture;
About Us
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.
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