1 day ago
Chennai, IndiaSenior
Responsibilities
- Design ML pipelines for experiment management, model management, feature management, and model retraining.
- Design APIs for model inference at scale.
- Work with GPU architectures and distributed training and serving of large language models.
- Fine-tune and optimize LLM and LVM models to improve latency and accuracy while reducing training and resource requirements.
- Apply DevOps and LLMOps practices using Kubernetes, Docker, and container orchestration.
- Use LLM orchestration frameworks and cloud AI platforms to build and operate AI solutions.
Requirements
- 5–8 years of professional experience.
- Bachelor of Technology required; B.Tech, MCA, BCA, or M.Tech are listed as education qualifications.
- Proficiency in GenAI, LLMs, Hugging Face, Python, PyTorch, TensorFlow or Keras, LangChain, LangGraph, Docker, and Kubernetes.
- Proven expertise with MLflow, SageMaker, Vertex AI, and Azure AI.
- Deep knowledge of GPU architectures, distributed training and serving, model and data parallel training, and model fine-tuning and optimization.
- Knowledge of AWS, Azure, or GCP cloud environments and relevant data platforms and databases.
- AWS Professional Solution Architect, AWS Machine Learning Specialty, or Azure Solutions Architect Expert certifications are a bonus.
Benefits
- Inclusive benefits, flexibility programmes, wellbeing support, mentorship, and opportunities for learning and career growth.
- Travel requirements are not specified.
- The posting states that work visa sponsorship is not available.
Tech Stack
Amazon DynamoDBAWSAzureDockerGoogle BigQueryGoogle Cloud PlatformGrafanaJavaScriptKerasKibanaKubernetesMLflowMongoDBMySQLPostgreSQLPrometheusPythonPyTorchSQLTensorFlow
Categories
About PwC
PwC is a global network of professional services firms providing assurance, tax, and advisory work for businesses and public-sector clients. It sells project-based and managed consulting, audit, and deals services, and implements and integrates business applications. Formed in 1998 by the merger of Price Waterhouse and Coopers & Lybrand, it is headquartered in London and is one of the Big Four accounting firms.