Full Stack Engineer (AI / ML Focus)

About Transmission

We’re the world’s largest independent global B2B marketing agency, where curious minds create the future. If you’re someone who’s thought-provoking, ego-quashing, mistake-learning, all-including, convention-breaking, and always-growing with a passion for what you do, you’ll fit right in.

We’re one agency spread across eight global offices, and we let our work do the talking. Our recent accolades include Global B2B Agency of the Year at the B2B Marketing Awards, Agency of the Year at the Elevation Awards, and wins at The Drum Awards, B2 ANA Awards, and Marketing Excellence Awards, Singapore.

About the Role

We are looking for a Full-stack Engineer with strong product-building experience across the front-end, back-end, and data layers. You’ll work on applications that bring together modern web technologies, scalable cloud infrastructure, and applied AI / LLM solutions. A successful candidate will have hands-on expertise with React / TypeScript, FastAPI (Python), and Snowflake, and be comfortable deploying and operating systems in AWS.

Experience with LangChain and vector databases (e.G., Pinecone, Weaviate, FAISS, or pgvector) is a major plus, as you’ll contribute to features that leverage LLMs, embeddings, and retrieval-augmented generation.

What you'll do :

• Build and maintain scalable web applications using React / TypeScript (front-end) and FastAPI / Python (back-end).
• Design and optimize data models and SQL queries in Snowflake, including handling semi-structured data (VARIANT).
• Architect and deploy cloud-based services on AWS ECS / Fly.Io, integrating with SES (email) and Secrets Manager.
• Implement authentication and authorization flows (JWT, MFA) and ensure application security best practices.
• Develop LangChain-powered services, integrating vector databases for semantic search, RAG pipelines, and conversational AI features.
• Build and maintain CI / CD pipelines with GitHub Actions, ensuring reliable, automated deployments.
• Write robust unit, integration, and end-to-end tests to ensure application quality and reliability.
• Profile and debug applications for performance, scalability, and resilience.
• Work closely with cross-functional teams (data, product, design) to deliver new features end-to-end.
• Contribute to architecture decisions and mentor junior engineers.

What you'll bring :

Nice to Have

Why Join Us

Our Values

We’re curious

We’re curious about change and continuous improvement. We encourage fearless mindsets that push the boundaries and embrace what’s next.

We challenge

We always start with the ‘why’. We challenge ourselves, each other, and our clients – without fear of judgement or criticism. Challenging the norm helps us find better outcomes.

We innovate

We break convention and look for new ways to solve problems. We want to define the next in B2B marketing, we don't stand still, and we always strive to find a new method, use of data, or technology to answer a brief.

We make a difference

We strive to create impact and drive success in everything we do. With a performance mindset in the DNA of our agency, we stand up to be counted and will be judged on our results.

This is how we’ll drive your now and define your next. Come join us.

Transmission is an Equal Opportunities Employer. We are committed to fostering an inclusive workplace and your race, gender, sexual orientation, age, or disability have no influence on our hiring decision.