24 hours ago
Chennai, IndiaSenior / Staff+
Responsibilities
- Design ML pipelines for experiment management, model management, feature management, and model retraining.
- Design APIs for model inferencing 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 container orchestration and LLM orchestration frameworks.
- Develop solutions using generative AI, LLMs, Hugging Face, Python, PyTorch, TensorFlow or Keras, LangChain, LangGraph, Docker, and Kubernetes.
Requirements
- 5 to 10 years of experience.
- Bachelor of Technology is required; the posting also lists B.Tech, MCA, BCA, and M.Tech as education qualifications.
- Proficiency in Python, SQL, and JavaScript.
- Expertise with MLflow, SageMaker, Vertex AI, Azure AI, DeepSpeed, vLLM, Kubernetes, Docker, and LLM orchestration frameworks.
- Experience with Hugging Face OSS LLMs and models or platforms including GPT, Gemini, Claude, Mixtral, and Llama.
- Knowledge of databases, data warehouses, cloud platforms, observability tools, and distributed model training and serving.
- Preferred certifications include AWS Professional Solutions Architect, AWS Machine Learning Specialty, and Azure Solutions Architect Expert.
Benefits
- PwC offers inclusive benefits, flexibility programs, wellbeing support, mentorship, learning and growth opportunities, and a collaborative work environment.
- The role is based in Chennai, India; travel requirements are not specified.
- 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.