We are seeking a proactive Machine Learning Researcher to join a mission-driven company. The ideal candidate will have 2-5 years of experience and a strong background in machine learning and AI . You will be responsible for architecting and enhancing simulation models, spearheading research initiatives, and translating research insights into practical, deployable solutions.
Roles and Responsibilities
- Research and Development : Architect and enhance simulation models to achieve unprecedented accuracy. You'll spearhead research initiatives that advance the science of behavioral prediction, and design and execute sophisticated experiments to validate new approaches.
- Implementation : Translate research insights into practical, deployable solutions. You will collaborate with cross-functional teams to integrate advanced ML capabilities into the product.
- Model Deployment : Use your expertise to deploy ML models into production environments for real-world applications.
Skills Required
Machine Learning & AI Expertise : A strong background in machine learning , particularly in behavioral prediction, reinforcement learning, or probabilistic modeling. Hands-on experience with designing and implementing ML models for real-world applications is essential.Research & Experimentation : Proven ability to conduct rigorous research, design experiments, and validate new methodologies in AI and behavioral modeling. A track record of published work in relevant areas is a plus.Software Development & Deployment : Proficiency in Python and ML frameworks such as TensorFlow, PyTorch, or scikit-learn . Experience in deploying ML models into production environments is required.Cloud & Scalable Systems : Familiarity with cloud-based ML platforms ( AWS, GCP, or Azure ) and scalable computing frameworks such as Spark, Kubernetes , or distributed computing environments.Cross-Functional Collaboration : The ability to work closely with product teams, data engineers, and other stakeholders to integrate advanced AI capabilities into practical, user-focused solutions.Skills Required
Research, Development, Machine Learning, Tensorflow, Pytorch, Kubernetes