IN_Manager _AI Architect_GCC_ Advisory_ Hyderabad

PricewaterhouseCoopers Services LLP

Hyderabad

Vor Ort

INR 4.000.000 - 8.000.000

Vollzeit

Vor 3 Tagen
Sei unter den ersten Bewerbenden

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Qualifikationen

  • 7–11 years of experience in data analytics engineering or related field.
  • Experience designing and deploying ML/AI pipelines and LLM systems.

Aufgaben

  • Design RAG/LLM pipelines for experiment management, model management, feature management, and model retraining.
  • Design APIs for model inferencing at scale.
  • Proven expertise with MLflow, SageMaker, Vertex AI, and Azure AI.
  • LLM Serving & GPU Architecture: Deep knowledge of GPU architectures, distributed training, and serving of large language models.
  • Model Fine-Tuning & Optimization: Improve latencies, accuracies, and reduce resource requirements for fine-tuning LLM/LVM models.
  • DevOps & LLMOps Proficiency: Kubernetes, Docker, Container Orchestration, and LLM orchestration frameworks (Flowise, Langflow, Langgraph).
  • Mandatory skill sets: Gen AI, LLM, Hugging Face Python, PyTorch/TensorFlow/Keras Langchain, Langgraph Docker, Kubernetes

Kenntnisse

Gen AI
LLM
Hugging Face Python
PyTorch
TensorFlow
Keras
Langchain
Langgraph
Docker
Kubernetes
Python
SQL
JavaScript
GPU Programming

Ausbildung

B.Tech / M.Tech / MBA / MCA
Master of Engineering
Master of Business Administration
Bachelor of Engineering

Tools

DynamoDB
Cosmos
MongoDB
RDS
MySQL
PostgreSQL
Aurora
Spanner
BigQuery

Jobbeschreibung

Line of Service Advisory Industry/Sector Not Applicable Specialism Data, Analytics & AI Management Level Manager Job Description & Summary At PwC, our people in data and analytics engineering focus on leveraging advanced technologies and techniques to design and develop robust data solutions for clients. They play a crucial role in transforming raw data into actionable insights, enabling informed decision-making and driving business growth. Those in artificial intelligence and machine learning at PwC will focus on developing and implementing advanced AI and ML solutions to drive innovation and enhance business processes. Your work will involve designing and optimising algorithms, models, and systems to enable intelligent decision-making and automation.

Why PWC At PwC, you will be part of a vibrant community of solvers that leads with trust and creates distinctive outcomes for our clients and communities. This purpose-led and values-driven work, powered by technology in an environment that drives innovation, will enable you to make a tangible impact in the real world. We reward your contributions, support your wellbeing, and offer inclusive benefits, flexibility programmes and mentorship that will help you thrive in work and life. Together, we grow, learn, care, collaborate, and create a future of infinite experiences for each other. Learn more about us.

At PwC, we believe in providing equal employment opportunities, without any discrimination on the grounds of gender, ethnic background, age, disability, marital status, sexual orientation, pregnancy, gender identity or expression, religion or other beliefs, perceived differences and status protected by law. We strive to create an environment where each one of our people can bring their true selves and contribute to their personal growth and the firm’s growth. To enable this, we have zero tolerance for any discrimination and harassment based on the above considerations.

Responsibilities:
  • Design RAG/LLM pipelines for experiment management, model management, feature management, and model retraining.
  • Design APIs for model inferencing at scale.
  • Proven expertise with MLflow, SageMaker, Vertex AI, and Azure AI.
  • LLM Serving & GPU Architecture: Deep knowledge of GPU architectures, distributed training, and serving of large language models.
  • Model Fine-Tuning & Optimization: Improve latencies, accuracies, and reduce resource requirements for fine-tuning LLM/LVM models.
  • DevOps & LLMOps Proficiency: Expertise in Kubernetes, Docker, Container Orchestration, and LLM orchestration frameworks (Flowise, Langflow, Langgraph).
  • Mandatory skill sets: Gen AI, LLM, Hugging Face Python, PyTorch/TensorFlow/Keras Langchain, Langgraph Docker, Kubernetes
  • Preferred skill sets: Databases/Datawarehouse: DynamoDB, Cosmos, MongoDB, RDS, MySQL, PostgreSQL, Aurora, Spanner, BigQuery
  • Cloud Knowledge: AWS, Azure, GCP
  • DevOps Tools: FluentD, Kibana, Grafana, Prometheus
  • Proficient in Python, SQL, JavaScript

Years of experience required: 7-11 Education Details B.Tech / M.Tech / MBA / MCA Education (if blank, degree and/or field of study not specified) Degrees/Field of Study required: Master of Engineering, Master of Business Administration, Bachelor of Engineering Degrees/Field of Study preferred: Certifications (if blank, certifications not specified) Required Skills SAP Business Warehouse Optional Skills Accepting Feedback, Accepting Feedback, Active Listening, AI Fluency, AI-Human Collaboration, AI Implementation, Analytical Thinking, C++ Programming Language, Coaching and Feedback, Communication, Complex Data Analysis, Creativity, Data Analysis, Data Infrastructure, Data Integration, Data Modeling, Data Pipeline, Data Quality, Deep Learning, Digital Tooling, Embracing Change, Emotional Regulation, Empathy, GPU Programming, Inclusion {+ 33 more} Desired Languages (If blank, desired languages not specified) Travel Requirements Not Specified Available for Work Visa Sponsorship? No Government Clearance Required? No

Are you ready to make a difference? Want to unlock new value by applying your unique perspective and talents? You can grow exponentially at PwC. Here, you can uncover hidden talents, build lifelong relationships rooted in trust and empathy and turn challenges into opportunities for innovation. We’ll help you grow your skills through challenging, meaningful work so you can go further.

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