We seek a highly skilled and experienced Lead Machine Learning Engineer with a PhD and extensive expertise in large language models (LLMs), multi-agent systems, and flow engineering. The ideal candidate will not only have a strong technical background but also the drive to mentor and educate our machine learning team and advocate for the adoption of new and emerging technologies.
Drive innovation as a technical leader, build strong relationships and ensure the successful development and deployment of LLMs
Collaborate with other teams and stakeholders to integrate our LLMs into various applications and workflows, providing technical guidance and support as needed
Develop and execute comprehensive testing strategies to ensure the performance and effectiveness of our LLMs in various applications and workflows
Design and develop novel LLM architectures that meet specific business requirements or identify opportunities for improvement in existing models
Identify and curate high-quality datasets that align with business objectives and are suitable for training, validating, and testing LLMs
Explore alternative data sources, create synthetic data, and develop custom data generation techniques

PhD in Computer Science, Artificial Intelligence, Machine Learning, or a related field




Proven experience in developing and deploying large language models (LLMs) and a deep understanding of their architectures and applications
Strong background in multi-agent systems, flow engineering, and related AI technologies
Demonstrated ability to lead and mentor a team of machine learning engineers and data scientists
Professional experience developing Python libraries for machine-learning applications. Strong background in Pytorch, HuggingFace, Langchain/LlamaIndex and other ML libraries.
Born in 2001, Code and Theory is a digital-first creative agency that sits at the center of creativity and technology. We pride ourselves on not only solving consumer and business problems, but also helping to establish recent capabilities for our clients. The Code and Theory global network of agencies is growing and includes Kettle, Instrument, Left Field Labs, Create Group, Mediacurrent, Rhythm, and TrueLogic.

Striving never to be pigeonholed, we work across every major category: from tech to CPG, financial services to travel & hospitality, government and education to media and publishing. Morgan Chase, Lenovo, Marriott, Mars, Microsoft, Thomson Reuters, and TikTok.

The Code and Theory network is comprised of nearly 2,000 people with 50% engineers and 50% creative talent.

📌 AI/ML Solution Architect (Bengaluru)
🏢 Code and Theory
📍 Bengaluru