
Senior Machine Learning Scientist
- India
- Permanent
- Full-time
- Develop and implement advanced machine learning algorithms for Pricing and Generative AI projects using PyTorch. Design and refine ML models to enhance their performance, scalability, and robustness.
- Analyze and interpret complex data sets to inform model development and ensure accuracy and effectiveness. Stay abreast of the latest developments in machine learning and artificial intelligence, integrating new methodologies and techniques as appropriate.
- Contribute to the development of standardized processes for model evaluation, validation, and deployment to production environments and collaborate with cross-functional teams to integrate ML solutions within broader product and platform initiatives.
- Drive the exploration and adoption of cutting-edge ML technologies to maintain our competitive edge in the industry.
- 4+ years of overall experience and 2+ years of experience in machine learning engineering or related roles.
- Strong knowledge of machine learning algorithms, tools, and techniques, such as supervised and unsupervised learning, deep learning, computer vision, natural language processing, etc.
- Proficient in Python programming language with familiarity with software engineering best practices, such as version control, code review, CI/CD, etc.
- Experience in writing unit tests and documentation for ML code.
- Master's degree or PhD in computer science, engineering, statistics, or related fields.
- Familiarity with prompt engineering and large language models (LLM) is a plus.
- Proficiency in multiple programming languages.
- Understanding of containerization technologies like Docker and orchestration tools like Airflow.