What are the responsibilities and job description for the ML Scientist (Pricing Reinforcement Learning) position at DMV IT Service?
Job Title : ML Scientist (Pricing Reinforcement Learning)
Location : Remote
Employment Type : Contract
About Us :
DMV IT Service, headquartered in Washington, DC, is a premier provider of tailored IT solutions and staffing services nationwide. We specialize in delivering expert IT support, robust cybersecurity measures, and custom website and application development to enhance business efficiency and security. Our commitment extends to aligning top-tier talent with organizations, ensuring that our clients achieve their technological and operational objectives.
Job Overview :
We are seeking a highly skilled Senior ML Scientist to drive innovation in AI and ML-based dynamic pricing algorithms and personalized offer experiences. The ideal candidate will have extensive experience in machine learning, especially reinforcement learning techniques, to design and implement advanced models that enhance pricing strategies and customer value. This role will play a crucial part in improving business outcomes through data-driven insights and advanced algorithmic solutions.
Requirements
- Algorithm Development - Conceptualize design and implement state-of-the-art ML models for dynamic pricing and personalized recommendations
- Reinforcement Learning Expertise - Develop and apply RL techniques including Contextual Bandits Qlearning SARSA and concepts like Thompson Sampling and Bayesian Optimization to solve pricing and optimization challenges
- AI Agents for Pricing - Build AIdriven pricing agents that incorporate consumer behaviour demand elasticity and competitive insights to optimize revenue and conversion
- Rapid ML Prototyping - Experience in quickly building testing and iterating on ML prototypes to validate ideas and refine algorithms
- Feature Engineering - Engineer large-scale consumer behavioural feature stores to support ML models ensuring scalability and performance
- CrossFunctional Collaboration - Work closely with Marketing Product and Sales teams to ensure solutions align with strategic objectives and deliver measurable impact
- Controlled Experiments - Design analyze and troubleshoot AB and multivariate tests to validate the effectiveness of your models
Qualifications :
