Machine Learning Specialist

1 month ago

Bengaluru, India Code and Theory Full time

Our Lead Machine Learning Engineer ensures Code and Theory delivers innovative, immersive web experiences that delight our clients and their customers. We are always striving to balance the demanding nature of working on cutting-edge technologies with the real-world demands of high performance, high security, and accessibility. Working in collaboration with our multi-disciplinary engineering, design, and quality assurance teams, you will build software that solves real-world problems for incredible clients.

As a machine learning engineer at Code and Theory, you’ll be in a high-visibility role, working with all sorts of clients both internally and externally to deliver scalable, precise, and – most importantly – interesting machine learning solutions. Our work stretches from audience segmentation to dynamic content generation, from spell-checking to large language modelling and beyond.

Essentials:

  • Strong experience hosting and maintaining ML models via cloud services, on-prem, and within highly regulated sectors.
  • Expertise in constructing and using APIs, particularly for model inference.
  • Deep familiarity with multiple cloud computing platforms, showcasing versatility.
  • Proven experience designing system architectures and scaling ML deployments in a cost-efficient manner.
  • Proficiency in Terraform or another Infrastructure as a Code tool for data transformation and/or model inference builds.
  • Strong skills in Python SDK development and design.
  • Deep familiarity with PyTorch, Tensorflow and/or HuggingFace Transformers.
  • Experience hosting LLMs and other transformer architectures.
  • It nice to have: experience with CUDA, compilers and/or security and cryptography.
  • We’ll be interested to speak with you if: you have deployed LLMs or diffusers in high-traffic environments.

LOCATION: Bangalore, Hybrid

ABOUT US

We are Code and Theory, a technology-first creative agency. Our goal: to reduce complexity and help our clients accelerate growth.

We are the only agency at scale with 50% creative and 50% engineering talent; a meticulous balance that unlocks tangible results and long term solutions. Our technology-first approach and focus on connecting technology to customer experiences and communications has made us trusted, strategic partners to the biggest businesses in the world. Our client roster consists of ambitious companies across all major categories, including financial services, healthcare, CPG, hospitality, fashion, tech and more.

While we can’t predict tomorrow, we do know that change is the only constant—and what drives that change is people. We look for passionate, humble, collaborative professionals who want to solve the hardest problems. If that sounds like you, we want to hear from you.

Code and Theory is an equal opportunity employer, and we value diversity at our company. DE&I isn’t just an industry concept that we support, for us it is a mandate and a practice that we weave into everything we do, and everything we make, every single day.

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