Data Scientist (GenAI) – Early Team

Projectz AI | Remote (US-based only)

About Projectz AI

Projectz AI is an AI-native home design and project management platform that helps homeowners design spaces in seconds, organize every project detail, get instant pricing, and connect with trusted contractors—all in one place.

We’re building fast, shipping weekly, and looking for builders who want real ownership and product impact from day one.

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What You’ll Do

GenAI Use Cases & Product Collaboration

• Work closely with Product, Engineering, and Design to identify and ship high-impact GenAI features, including design generation, recommendations, pricing insights, and conversational agents.

• Translate product and user problems into data-driven ML and GenAI solutions.

• Clearly articulate how AI features improve user experience, accuracy, and efficiency.

Model Development & Experimentation

• Prototype, test, and iterate on ML and GenAI solutions using LLMs, embeddings, retrieval-augmented generation (RAG), and prompt engineering.

• Evaluate and select models (OpenAI, Gemini, Claude, Llama, etc.) based on performance, cost, and latency.

• Build evaluation metrics and experimentation frameworks to measure quality and impact.

Data Pipelines & Production Integration

• Build and maintain ML pipelines for training, inference, and monitoring.

• Partner with engineers to deploy models into production via APIs and services.

• Optimize workflows for reliability, scalability, and cost efficiency.

Deployment, Monitoring & Iteration

• Own model validation, testing, rollout, and post-launch improvements.

• Monitor performance, detect drift, and iterate based on real user behavior.

• Continuously improve accuracy, relevance, and latency.

Responsible AI

• Help define guardrails for privacy, bias, and hallucinations.

• Ensure AI features are safe, reliable, and aligned with user trust.

• Support responsible AI best practices as the product scales.

Communication & Collaboration

• Communicate findings and tradeoffs clearly to technical and non-technical teammates.

• Share learnings, document experiments, and contribute to internal best practices.

• Collaborate cross-functionally in a fast-moving startup environment.

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What We’re Looking For

Required

• 0–5 years of experience in data science, machine learning, or applied AI.

• Strong Python skills and experience with ML/AI libraries such as PyTorch, TensorFlow, or Hugging Face.

• Hands-on experience or strong interest in Generative AI, LLMs, prompt engineering, and evaluation.

• Experience building, testing, or deploying models into real applications (personal projects count).

• Ability to learn quickly, work independently, and thrive in ambiguity.

Nice to Have

• Experience with retrieval-augmented generation, vector databases, or embeddings.

• Familiarity with cloud platforms such as AWS, GCP, or Azure.

• Experience working on consumer products or startups.

• Strong product sense and curiosity about real-world user problems.

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Why Join Projectz AI

• Early-team role with real ownership and influence.

• Fast iteration with minimal bureaucracy.

• Direct collaboration with the founder and engineering team.

• Competitive compensation with upside as the company grows.

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How to Apply

Apply directly on LinkedIn. No cover letter required. If you have links to projects, GitHub, or demos, include them in your profile.