Cherry Ventures is supporting our portfolio with this hire.
Berlin based - m/f/d - full-time
About Plato
Plato is the AI-powered Sales Intelligence platform for B2B wholesale. We turn reactive sales teams into proactive revenue engines by surfacing hidden opportunities in their data: whos at risk, whos ready to buy more, and what products to recommend next.
Wholesale is unlike e-commerce or SaaS: sparse data, huge transactions, complex catalogs, and long-term relationships. Our models help sales reps know which of their 200 customers to call today - insights that can save a 2M account or unlock 50K in new monthly revenue.
The Role: Sr. Data Scientist
Build ML/AI systems for industries from construction to steel wholesale. This is not off-the-shelf ML: youll design models where success = revenue impact, not just accuracy.
Youll work on:
- Production AI at Scale: ML models across millions of transactions, 20+ enterprises, 500K+ SKUs.
- End-to-End Ownership: From definition to deployment, evaluation, and A/B testing.
- Complex Challenges: Sparse data, extreme imbalance, multi-objective optimization, scaling from SMBs to enterprises.
What Makes You Successful
- Strong ML fundamentals, production experience, distributed computing, and solid engineering practices
- Problem-solving from first principles, comfort with ambiguity, and business pragmatism
- Proven record with irregular time series, hierarchical data, actionable insights, and multi-tenant ML
Bonus: B2B analytics, recommendation systems, supply chain, Databricks/Snowflake, MLOps, European context, German language.
Tech Stack
PySpark, SQL, Python, Databricks, scikit-learn, OpenAI, AWS, Terraform, MLflow.
How We Work
- High ownership, low process: you ship end-to-end
- Speed over perfection: ship v0, learn, iterate
- Direct and intense: collaborate closely with product, sales, and customers
- Small team, big impact: your models influence millions in revenue
What Makes This Role Unique
- Business Impact: Models directly shape revenue and customer conversations
- Depth + Context: Build explainable AI aligned with wholesale realities
- Scale + Complexity: Multi-tenant challenges across vastly different customers
Work Environment
- Modern Berlin-Mitte office, small elite team, direct access to founders and customers
Interview Process
- Intro conversation
- Live coding
- Technical/case study
- Meet team & founders
Cherry Ventures is an equal opportunity employer and values diversity. We do not discriminate on the basis of race, religion, colour, national origin, gender, sexual orientation, age, marital status, or disability status.
