Solutions Architect Graduate (BytePlus, Singapore) - 2027 Start

BYTEDANCE PTE. LTD.; Singapore; On-site; SGD 90,000 - 150,000; Full time

Job summary

BYTEDANCE PTE. LTD. is seeking graduates with strong AI/ML fundamentals to join the BytePlus team. You will help enterprises and AI-native developers deploy next-generation AI solutions, designing agent workflows, integrating models, and optimizing performance for high-demand applications.

You will work with Python, FastAPI, PyTorch or JAX, and cloud deployments, contributing to production-grade implementations and robust guardrails for safety and compliance across diverse industries.

Qualifications

• Must be completing or recently completed a degree in Engineering or related field.
• Familiar with AI solutions on public clouds and LLM applications across industries.
• Knowledge of agentic AI design paradigms (ReAct, Plan-and-Execute, Multi-Agent).
• Hands-on AI/ML projects with agent frameworks and contexts (PageIndex, RAG, prompt engineering).
• Proficiency in Python and frameworks like FastAPI; experience with PyTorch or JAX.
• Experience deploying models on cloud platforms using Docker/Kubernetes.

Responsibilities

• Bridge Generative AI research and real-world deployment to deliver business impact.
• Design and prototype AI-native agent solutions tailored to client requirements.
• Deliver production-ready integrations of AI model APIs into agent frameworks and supporting components.
• Optimize system performance across latency, throughput, and cost with scalable caching.
• Develop evaluation frameworks and guardrails for safe, accurate outputs, including compliance-focused use cases.
• Collaborate with product and algorithm teams to feed customer signals into roadmaps.

Skills

Python

FastAPI

PyTorch

JAX

Docker

Kubernetes

LangChain

LlamaIndex

AI model deployment

RAG

Education

Bachelor's or Master's degree in Engineering or related discipline

Tools

LangChain

LlamaIndex

Docker

Kubernetes

FastAPI

PyTorch

JAX

Job description

Responsibilities

Team Introduction Join the Innovative BytePlus Team! As part of BytePlus, you will help enterprises and AI-native developers build the next generation of their businesses. By leveraging ByteDance's cutting-edge technologies in AI models, agent solutions, and cloud infrastructure, we are committed to developing innovative products and solutions that shape the future.

We enable our clients to focus on what matters most, and you can play a key role in helping us achieve that mission. We are looking for talented individuals to join our team. As a graduate, you will get opportunities to pursue bold ideas, tackle complex challenges, and unlock limitless growth.

Successful candidates must be able to commit to an onboarding date by the end of the year. Please state your availability and graduation date clearly in your resume. Candidates can apply to a maximum of two positions and will be considered for jobs in the order you apply.

The application limit is applicable to our Company and its affiliates' jobs globally. Applications will be reviewed on a rolling basis

• we encourage you to apply early.

Responsibilities

• Bridge the gap between cutting-edge Generative AI model research and real-world industrial applications by solving the "last mile" of AI deployment, ensuring models are performant, grounded, and effectively integrated into complex agent solutions that deliver direct business impact.
• Design and prototype AI-native agent solutions based on client requirements, including agent workflows, system integrations, and LoRA fine-tuned models tailored to specific industry use cases, such as automated credit risk summaries for fintech or style-specific image and video generation.
• Deliver production-ready implementations by writing high-quality code to integrate AI model APIs into agent frameworks such as ADK and LangChain, together with supporting components such as RAG, vector databases, memory systems, cache management, and skills.
• Optimize system performance across latency, throughput, and cost dimensions by improving prompt chains and implementing scalable caching strategies for AI features serving large user bases.
• Develop evaluation frameworks and guardrails, including LLM-as-a-judge and human-in-the-loop approaches, to ensure outputs are safe, accurate, and reliable, especially for compliance-sensitive industries such as finance.

Evaluate multiple models on common tasks to identify trade-offs and inform go-to-market decisions.

• Collaborate closely with product and algorithm research teams to feed real-world customer signals back into the product roadmap and model development process.

Qualifications

Minimum Qualification(s)

• Individuals who are completing or have recently completed a Bachelor's or Master's degree in Engineering or a related discipline.
• Understanding of AI solutions on public cloud platforms, including LLM applications across industry verticals such as e-commerce, social and entertainment, fintech, education, and enterprise services.
• Familiarity with agentic AI design paradigms such as ReAct, Plan-and-Execute, Multi-Agent, and Skills-based systems.
• Hands-on experience with AI/ML projects involving agent frameworks and technical areas such as PageIndex, RAG, prompt engineering, and context engineering.
• Proficiency in Python, including frameworks such as FastAPI and deep learning stacks such as PyTorch or JAX, as well as experience with orchestration frameworks like LangChain or LlamaIndex.
• Experience with Docker, Kubernetes, and deploying models on cloud platforms.

Preferred Qualification(s)

• Prior academic, research, or internship project experience in AI-native domains; internship experience in roles such as Solution Architect, Forward Deployed Engineer, or AI Agent Product/Engineer is a plus.
• Strong communication skills.
• Proactive, self-motivated, and able to work independently with a strong sense of ownership.

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.