Problem Formulation (Business problem to Data Science Problem) OKR Validation against statistical measures Data Wrangling Data Storytelling & Insight Generation Problem Solving Excel VBA Data Curiosity Technical Decision Making (How many iterations to go for vs when to stop iterating) Communication & Articulation: Vocal & Written Business Acumen (Consume new domains quickly to learn through data) Design Thinking Data Literacy
Specialization
Data Science Foundation: Senior Data Scientist
Job requirements
Mandatory skills
LLM application development and fine-tuning
Agentic AI frameworks (e.g. LangChain LlamaIndex Semantic Kernel)
RAG patterns and enterprise knowledge integration
Prompt design tool integration and orchestration
Roles and Responsibilities
Key Responsibilities
Autonomous Task Execution: Initiate and complete multi-step tasks across platforms (e.g. CRM ERP cloud services).
Decision-Making: Analyze data and make informed decisions aligned with organizational goals.
Process Optimization: Identify inefficiencies and propose improvements using real-time analytics.
Knowledge Management: Research synthesize and present information to support strategic initiatives.
Customer Interaction: Engage with users via chat email or voice to resolve queries and escalate issues when necessary.
Learning & Adaptation: Continuously improve performance based on feedback and outcomes.
Compliance & Ethics: Operate within defined ethical legal and organizational boundaries.
Required Capabilities
Natural Language Understanding and Generation
Autonomous Workflow Management
Integration with APIs databases and enterprise tools
Real-time analytics and decision-making
Reinforcement learning or feedback-based adaptation
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