AI Solution Architect - BytePlus Advertising & Sales Singapore Regular

ByteDance; Singapore; On-site; SGD 70,000 - 90,000; Full time

Benefits offered by this job

Diverse and inclusive culture

Opportunities for innovation and creativity

Collaborative work environment

Job summary

A leading AI solutions company in Singapore is seeking a professional to bridge the gap between AI research and real-world applications. You will design AI agents, write production-level code, and optimize performance for scalable usage. The ideal candidate has a strong background in AI/ML, deep knowledge of Python, and excellent communication skills in both English and Chinese. Join the innovative BytePlus team to help push the boundaries of technology and creativity.

Qualifications

• At least 2 years of related work experience in AI industry.
• Product knowledge of AI solutions on Public Cloud.
• Experience with agentic AI design paradigms.

Responsibilities

• Bridge the gap between AI research and industrial applications.
• Design and prototype AI agents based on client requirements.
• Write production-quality code for AI model integration.
• Optimize performance to ensure scalability.
• Develop evaluation frameworks for compliance.

Skills

Deep understanding of AI/ML and Transformer architectures

Proficiency in Python (FastAPI, PyTorch/Jax)

Comfort with SQL/NoSQL

Experience with Docker and Kubernetes

Excellent communication in English and Chinese

Education

Engineering Bachelor degree and above

Tools

FastAPI

Docker

Kubernetes

SQL/NoSQL

Job description

Overview

Join the Innovative BytePlus Team! As part of BytePlus, you'll help both enterprises and AI developers build what's next for their business. Leveraging ByteDance's cutting-edge technologies in AI models, agent solutions and cloud infrastructure, we are devoted to developing innovative products and solutions to shape the future. We help our clients to focus on what truly matters. You can help us to achieve our mission.

• Bridge the gap between our cutting-edge Generative AI research on models and real-world industrial applications. You aren't just shipping code; you are solving the "last mile" problem of AI—ensuring models are performant, grounded, and integrated into complex agent solutions to deliver results directly.
• AI agent solution design & prototyping: Rapidly design and iterate AI agents based on clients' requirements, prototype workflows and system integrations, LoRA fine-tuned models tailored to specific industry needs (e.g., automated credit risk summaries for Fintech, or design style specific image/video content generation).
• Production-ready implementation and delivery: Write production-quality code to integrate AI model APIs in various agent frameworks (ADK, LangChain, etc) with necessary tools (RAG, vectorDB, memory base, cache management, skills, etc).
• Performance Optimization: Tackle challenges around latency, throughput, and cost. You’ll optimize prompt chains and implement caching strategies to ensure AI features scale for millions of users.
• Evaluation & Guardrails: Develop rigorous evaluation frameworks (LLM-as-a-judge, human-in-the-loop) to ensure outputs are safe, accurate, and hallucination-free—critical for compliance-heavy industries like Finance. Also to evaluate various models on the same tasks to conclude on the pros and cons for GTM.
• Cross-functional Collaboration: Work with product and Algorithm research teams to feed "field signals" back into the core product roadmap.

Qualifications

Basic Technical Skills Required

• AI/ML: Deep understanding of Transformer architectures, RAG, prompt engineering, and vector databases (e.g., Pinecone, Milvus, Weaviate).
• Engineering: Proficiency in Python (FastAPI, PyTorch/Jax) and experience with orchestration frameworks like LangChain or LlamaIndex.
• Data Systems: Comfort with SQL/NoSQL and data processing at scale (Spark, Flink).
• Cloud/DevOps: Experience with Docker, Kubernetes, and deploying models on cloud providers.

Minimum qualifications

• Engineering Bachelor degree and above;
• At least 2 years of related work experience in AI industry, preferably in the role of solution architect or pre-sales solution engineering
• Product-wise, preferably have deep understanding in AI solutions on Public Cloud, including but not limited to: LLM applications in industry verticals like e-commerce, social & entertainment, FinTech, etc
• Agentic AI design paradigms - Re-Act, Plan and Execute, Multi-Agent, Skills, etc
• AI Infra practical knowledge such as GPU selections and model inference acceleration frameworks (vLLM, sglang, etc)
• Excellent communication skills in both English and Chinese, both written and verbal, due to necessary close and frequent collaborations with stakeholders based in Mandarin-speaking markets

Preferred qualifications

• Industry-wise, preferably, have worked with large enterprise clients in verticals like e-commerce, social & entertainment apps, gaming, etc, with at least over 1M daily users
• Comfortable with fast-paced and ambiguous "startup" environment
• Can-Do attitude, Self-starter, Ability to work independently and highly motivated with contagious enthusiasm
• Team player and able to foster positive team morale, to set goals and drive for successful fulfilment
• Gives attention to details as much as to the "Bigger Picture"; can synthesize

Company & Culture

Job Information

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.