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Title
Text copied to clipboard!Machine Learning Researcher
Description
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We are looking for a Machine Learning Researcher to join our cutting-edge AI team. In this role, you will be responsible for conducting original research in machine learning, developing novel algorithms, and contributing to the advancement of artificial intelligence technologies. You will work closely with a team of scientists and engineers to design, implement, and evaluate machine learning models that solve real-world problems across various domains.
As a Machine Learning Researcher, you will explore new methodologies in supervised, unsupervised, and reinforcement learning. You will be expected to stay up-to-date with the latest academic and industry research, publish your findings in top-tier conferences and journals, and collaborate with cross-functional teams to integrate research outcomes into production systems.
Your work will have a direct impact on the development of intelligent systems in areas such as natural language processing, computer vision, robotics, and recommendation systems. You will also mentor junior researchers and interns, contribute to the strategic direction of the research team, and help shape the future of AI within the organization.
This position requires a strong background in mathematics, statistics, and computer science, as well as hands-on experience with machine learning frameworks and programming languages. Ideal candidates are self-motivated, curious, and passionate about pushing the boundaries of what machines can learn and do.
Responsibilities
Text copied to clipboard!- Conduct original research in machine learning and artificial intelligence
- Develop and implement novel machine learning algorithms
- Publish research findings in peer-reviewed journals and conferences
- Collaborate with engineering teams to deploy models into production
- Stay current with advancements in the field of machine learning
- Mentor junior researchers and interns
- Design and run experiments to evaluate model performance
- Contribute to the strategic direction of the research team
- Work on interdisciplinary projects with other departments
- Present research outcomes to internal and external stakeholders
Requirements
Text copied to clipboard!- Ph.D. or equivalent experience in Computer Science, Mathematics, or related field
- Strong background in machine learning, statistics, and data analysis
- Proficiency in Python, TensorFlow, PyTorch, or similar tools
- Experience publishing in top-tier AI/ML conferences or journals
- Excellent problem-solving and analytical skills
- Ability to work independently and in a team environment
- Strong written and verbal communication skills
- Familiarity with cloud computing platforms is a plus
- Experience with large-scale data processing is desirable
- Knowledge of deep learning architectures and techniques
Potential interview questions
Text copied to clipboard!- What is your experience with publishing machine learning research?
- Can you describe a machine learning project you led from start to finish?
- Which machine learning frameworks are you most comfortable with?
- How do you stay updated with the latest research in AI?
- Have you worked on interdisciplinary research projects?
- What is your approach to designing experiments for model evaluation?
- How do you handle negative results in research?
- What are your long-term research interests?
- Have you mentored junior researchers or interns before?
- Are you comfortable presenting your work to non-technical stakeholders?
