AI/ML Data Scientist
6 days ago
We are seeking a highly skilled AI/ML Data Scientist to join our team at Dreamwell AI, an influencer marketing platform revolutionizing performance and revenue for top brands worldwide.
As a key member of our data infrastructure and intelligence team, you will design and implement cutting-edge data pipelines, integrate advanced machine learning models, and help shape the future of personalized influencer marketing.
You will be responsible for deploying models for insights, personalization, and performance prediction, working in a fast-paced environment that values autonomy and innovation. Your focus will be on data preprocessing, pipeline quality, and deploying systems that make advanced AI accessible and actionable.
Main Responsibilities:
- Develop vectorized data pipelines and stores to enhance AI-based recommendations.
- Preprocess data for high-quality input to ML models, ensuring data pipeline accuracy and reliability.
- Use statistical and predictive models to forecast campaign performance and ROI.
- Serve actionable insights to the frontend through robust APIs, powering reporting dashboards and customer-facing features.
Requirements:
- 5+ years of experience in designing and deploying data pipelines and ML models in production.
- Proficiency in vectorized data storage and retrieval systems (e.g., Apache Arrow, Parquet).
- Expertise in data preprocessing, ensuring pipeline accuracy and quality control.
- Strong coding skills in Python, TypeScript, Node.js, with experience in SQL and NoSQL databases.
- Familiarity with modern cloud environments and scalable infrastructure for ML pipelines.
About Us:
Dreamwell AI is a remote-first team with occasional in-person hack weeks in Toronto for problem-solving and driving key projects. We prioritize finding the best solutions for customers, combining expertise from influencers and software. Our product sessions are designed to drive innovation and excellence.
What We Offer:
- A competitive salary of $140,000 - $160,000 per year, depending on experience.
- A dynamic and autonomous work environment that encourages innovation and creativity.
- The opportunity to work with a talented team of experts in AI/ML and influencer marketing.
- Ongoing training and professional development opportunities.
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