Data Scientist (SuccessFactors HCM)
- SAP
- 4 - 9 years
- Bengaluru
- 3 months ago
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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.
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Data Science & AnalyticsRole Category: Data Science & Machine LearningRole: Full Stack Data ScientistEmployement Type: Full timeContact Details:
Company: SAPLocation(s): Bengaluru+ View Contact
Keyskills: Industry research Software design SAP Prototype Machine learning Data mining Monitoring Analytics Python
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