Data Scientist (SuccessFactors HCM)

SAP

4 - 9 years

20 - 25 Lacs

bengaluru

Posted:2 days ago| Platform:

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Skills Required

industry research software design sap prototype machine learning data mining monitoring analytics python

Work Mode

Work from Office

Job Type

Full Time

Job Description

Be part of the engineering team located in Bengaluru (Devanhalli office) and work in a highly motivated Scrum team. You work as a Data Scientist in an agile development team according to the agile Scrum methodology.

Prototype agents that can reason, plan, and take actions across tools and APIs.
Develop memory and context strategies for long-running or multi-step tasks.
Measure agent performance in terms of task success, efficiency, and trustworthiness.
Design structured prompts, templates, and orchestration flows (eg, POML or LangChain).
Work with advanced RAG systems
Work on Knowledge Graph Initiatives
Hallunication reduction using the techniques like GraphRAG
Test robustness against edge cases, hallucinations, or prompt injections.
Automate prompt evaluation and optimization with metrics & A/B testing.
Run experiments to measure user outcomes, engagement, and productivity gains.
Define KPIs for GenAI applications (accuracy, latency, business impact).
Use causal inference or reinforcement learning to optimize agent behavior.
Partner with engineers on scalable deployment (APIs, microservices, vector DBs).
Work with product managers to align AI capabilities with business workflows.
Educate stakeholders on what s feasible, safe, and valuable with AI.

What You Bring

Bachelors degree in
Computer Science, Engineering
, or a related field; Master s degree preferred. E Master s degree or PhD in Computer Science, Applied Mathematics, Statistics, Engineering, or related field
4+ years
of experience for Data Scientist in machine or AI research (industry, research lab, or advanced academic projects)
Strong background in machine learning, deep learning, data mining, and/or optimization
Experience in model Evaluation & metrics perplexity, BLEU, ROUGE, accuracy, F1, calibration, human-in-the-loop evaluation for generative outputs.
Experience or strong understanding of fine-tuning methods LoRA, prompt-tuning, retrieval-augmented generation (RAG).
Prompt Engineering structured prompting, few-shot, chain-of-thought, self-consistency
Safety & Alignment guardrails (Guardrails.ai, Guidance, Pydantic), monitoring for harmful behaviors.
Evaluation of Agents and generative AI apps task success rates, latency, cost/efficiency tracking.
Savvy with AI assisted code assist tools
Write production-grade Java/Python code
Work in a forward deployed engineering model for innovation projects
High quality, service and customer-oriented working attitude.

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