Solutions Architect

Code and Theory; Bengaluru; On-site; INR 3,500,000 - 6,500,000; Full time

Job summary

A leading digital-first creative agency in India is seeking an experienced Solutions Architect to drive innovation and lead the development of large language models (LLMs). The role requires a PhD in Computer Science or a related field, along with a strong technical background in multi-agent systems and the ability to mentor a team of engineers. Candidates should have professional experience in developing Python libraries, exceptional problem-solving skills, and the ability to communicate complex concepts clearly. Join a forward-thinking company at the intersection of creativity and technology.

Qualifications

• PhD in Computer Science, Artificial Intelligence, Machine Learning, or a related field.
• Proven experience in developing and deploying large language models (LLMs).
• Strong background in multi-agent systems and flow engineering.
• Demonstrated ability to lead and mentor a team of machine learning engineers.
• Professional experience developing Python libraries for ML applications.

Responsibilities

• Drive innovation as a technical leader and ensure successful development of LLMs.
• Collaborate with teams to integrate LLMs into various applications.
• Develop and execute comprehensive testing strategies for LLMs.
• Design novel LLM architectures based on business requirements.
• Identify and curate datasets for training and validating LLMs.
• Identify and curate high-quality datasets aligned with business objectives for training and evaluation.

Skills

Python libraries

Pytorch

HuggingFace

Langchain/LlamaIndex

Multi-agent systems

Flow engineering

Strong problem-solving

Excellent communication skills

Education

PhD in Computer Science or related field

Tools

PyTorch

HuggingFace

LangChain

LlamaIndex

Job description

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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.

WHAT YOU'LL DO

• 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
• Explore new techniques, algorithms, and tools to stay ahead of the curve
• 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

WHAT YOU'LL NEED

• 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
• Excellent communication and presentation skills, with the ability to articulate complex concepts clearly
• Professional experience developing Python libraries for machine-learning applications. Strong background in Pytorch, HuggingFace, Langchain/LlamaIndex and other ML libraries.
• Strong problem-solving skills and the ability to think critically and creatively
• A track record of published research in reputable journals or conferences is a plus

ABOUT US

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 new capabilities for our clients. With a global client roster of Fortune 100s and start-ups alike, we crave the hardest problems to solve. We have teams distributed across North America, South America, Europe, and Asia. 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. We value the collaboration with our client partners, including but not limited to Adidas, Amazon, Con Edison, Diageo, EY, J.P. 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. We’re always on the lookout for smart, driven, and forward-thinking people to join our team.

Seniority level

• Mid-Senior level

Employment type

• Full-time

Job function

• Industries: Business Consulting and Services, IT Services and IT Consulting, and Software Development

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