استخدام Senior Data Scientist
شرح موقعیت شغلی
About the Role
We have built a robust, high-scale data infrastructure that channels multi-channel data. (Meta, Google Ads, etc.) into our clean data warehouse. Now, we are looking for a brilliant Senior Data Scientist to build the "brain" of our platform.
In this role, you won't just generate static reports. You will design, build, and deploy intelligent AI systems that analyze complex advertising datasets and automatically generate actionable, high-value business insights for our clients. If you are passionate about combining traditional statistical modeling with the latest Generative AI (LLMs, RAG, and AI Agents), this is the perfect stage for you.
Key Responsibilities
- Insight Generation Engines: Design and implement algorithms and LLM-driven pipelines to analyze multi-channel ad spend, ROI, and campaign performance, translating raw numbers into human-readable strategic recommendations.
- Predictive Modeling: Build and deploy machine learning models for budget optimization, attribution modeling, lifetime value (LTV) prediction, and churn analysis.
- AI & LLM Integration: Architect and refine production-grade generative AI workflows (using frameworks like LangChain, LlamaIndex, or DSPy) to interact with structured SQL databases and generate highly context-aware marketing insights.
- Experimentation & A/B Testing: Design rigorous statistical frameworks to help clients run A/B tests on their ad creatives, audiences, and bidding strategies.
- Collaborate on Product: Work alongside product managers and frontend engineers to integrate your AI-driven models and natural language insights directly into our customer-facing dashboards.
What We Are Looking For (Requirements)
- Experience: 4+ years of professional experience working as a Data Scientist, ideally with a focus on marketing technology (MarTech), ad tech, or e-commerce analytics.
- Strong Analytics Foundation: Deep understanding of statistics, regression models, time-series forecasting, and causal inference.
- LLM & GenAI Expertise: Proven experience prompt-engineering, fine-tuning, or building RAG systems over structured datasets (SQL/Data Warehouses) using APIs (OpenAI, Anthropic) or open-source models.
- Programming Skills: Expert-level Python (Pandas, NumPy, Scikit-Learn, PyTorch/TensorFlow) and highly proficient in SQL for extracting and manipulating data.
- Data Intuition: Ability to look at messy digital marketing metrics (CTR, CPC, ROAS, Attribution Windows) and instantly understand the underlying business dynamics.
"On-the-Edge" Qualities We Value (The Differentiators)
- Agentic Workflow Mindset: Experience building autonomous AI agents that can "reason" over data tables and draft comprehensive performance reports.
- Evaluation & Guardrails: You know how to implement robust evaluation frameworks (like Ragas or TruLens) to prevent LLM hallucinations and guarantee that the insights shown to clients are 100% mathematically accurate.
- AI-Augmented Developer: You utilize AI coding assistants (Cursor, Copilot) to prototype models and write production-grade code at 3x speed.
- Great Communicator: You can explain highly complex machine learning concepts in simple business terms.
مهارتهای مورد نیاز
- Data science
- Python
- SQL
حداقل سابقه کار
- سه تا شش سال
جنسیت
- مهم نیست
وضعیت نظام وظیفه
- مهم نیست