Principal Data Scientist/ AI Application Development Expert

classic marble company pvt ltd
Posted on
classic marble company pvt ltd logo

Experience
14 - 19 yrs
Job Location
Bengaluru, India
Vacancy
1
Designation
Principal Data Scientist
Job Type
ONSITE

Job Description

What You Build
  • Lead architecture and delivery of enterprise grade AI/ML and Generative AI solutions, including LLM powered applications, intelligent assistants, and AI copilots.
  • Define the enterprise AI/GenAI strategy aligned to business transformation, and evaluate emerging foundation models, frameworks, and technologies.
  • Design and implement scalable LLM applications and agentic systems using commercial and open source models; integrate vector databases, semantic search, prompt orchestration, tool/function calling, memory, and context aware reasoning.
  • Build robust RAG pipelines and knowledge retrieval systems; optimize prompts, inference, and evaluation frameworks; drive fine tuning, alignment, and model optimization.
  • Establish LLMOps practices for deployment, monitoring, observability, governance, and guardrails.
  • Architect end to end AI platforms: data ingestion/processing, training/inference, orchestration frameworks, vector stores/embeddings, MLOps/LLMOps, Responsible AI, security, and compliance across AWS, Azure, GCP, SAP BTP, and hybrid.
  • Lead research and incubation: publish white papers, file patents, build PoCs/accelerators/reusable frameworks, and collaborate with academia, labs, startups, and cross functional R&D teams.
  • Drive stakeholder alignment and technical governance; mentor data scientists, ML engineers, prompt engineers, and solution architects; partner with product, research, and business teams.
What You Bring
  • 14+ years in Data Science, AI/ML, Generative AI, and Enterprise Architecture with a track record delivering production grade LLM solutions.
  • Degree in Computer Science, AI, Data Science, Engineering, or related field; PhD preferred for research intensive profiles.
Technical expertise:
  • AI/ML: Deep learning, LLMs, Generative AI/foundation models, NLP/conversational AI, predictive analytics, recommendation systems; reinforcement learning (preferred).
  • LLM & GenAI: Prompt engineering/optimization, RAG, AI agents/multi agent systems, embeddings/semantic search, fine tuning/adaptation, model evaluation/guardrails, LLMOps and observability.
  • Frameworks & Tools: LangChain, LlamaIndex, Semantic Kernel, Hugging Face, OpenAI APIs; vector databases (Pinecone, Weaviate, ChromaDB, FAISS); TensorFlow, PyTorch, scikit learn.
  • Architecture & Platforms: Enterprise/solution architecture, distributed systems, microservices/APIs, cloud AI (AWS, Azure, GCP, SAP BTP), Kubernetes/Docker, CI/CD for AI.
  • Programming & Data: Python, SQL, R; Spark/Databricks; data engineering and big data ecosystems.
Preferred:
  • Publications, patents, open source contributions, innovation/incubator or R&D experience.
  • Hands on in GenAI transformation, enterprise search, copilots, or autonomous agents.
  • Strong understanding of Responsible AI, governance, and AI security.
Core strengths:
  • Strategic, innovation driven mindset; excellent problem solving.
  • Clear communication and executive level storytelling.
  • Influence across senior leadership and customers; commitment to continuous learning.
Success measures:
  • Scalable AI/LLM solutions in production with measurable business impact.
  • Innovation outcomes (adoption, reusability), research/patent contributions.
  • Platform maturity: governance, reliability, cost/perf efficiency.
  • Team capability growth and mentorship outcomes.
Where You Belong
Join SAP s PCP Cross Technology and Architecture unit part of Private Cloud Products driving technologies that empower innovation in business and for people.
  • Be part of a dynamic, mission driven team using AI to enable seamless interactions between individuals and information.
  • Work in a collaborative, learning oriented culture that values diverse perspectives and encourages experimentation.
  • Thrive in a global, inclusive environment with opportunities to partner across regions and disciplines.
Disclaimer: This job posting has been aggregated from external source. Role details, content, and availability are subject to change. Applicants are advised to confirm the latest information directly on the company website before applying.

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