Tech AI/ML Product Manager - Job Hunt Engine
Tasks
- Build job matching ranking and personalization systems
- Collaborate with ML engineers and data scientists
- Decompose ambiguous problems and prioritize
- Define AI/ML product vision and roadmap
- Define data requirements and evaluation frameworks
- Design and execute experimentation and validation cycles
- Improve application-to-offer conversion rate
- Measure and improve matching success rate
- Monitor models and delivery processes
- Own product lifecycle from hypothesis to impact
- Run A B tests and phased rollouts
- Translate business problems into ML hypotheses
Perks/Benefits
Skills/Tech-stack
A/B | A/B Testing | Artificial Intelligence | B testing | Causality | Confidence Intervals | Data Pipelines | Evaluation Frameworks | Experiment design | Language Models | Language Processing | Large Language Models | Machine Learning | Model Monitoring | Natural Language | Natural Language Processing | Personalization | Probability | Recommendation Systems | Retrieval-Augmented Generation | Shadow testing | Statistical significance
Education
N/A
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