Description
Machine Learning code developed by a Jr/Sr. Python resource. Your role will involve setting
up databases and developing APIs to seamlessly integrate our product with other applications and the frontend.
2. Collaborate with the Python developer to optimize the Machine Learning codebase, ensuring efficient and scalable performance.
3. Design and implement database structures and configurations, ensuring data integrity, security, and optimal query performance.
4. Develop RESTful APIs to facilitate smooth communication between our product and external applications or frontend systems.
5. Conduct code reviews, provide constructive feedback, and mentor junior developers
to ensure adherence to best practices and maintain high code quality.
6. Collaborate with cross-functional teams, including data scientists, frontend
developers, and product managers, to understand requirements and deliver robust backend solutions.
7. Troubleshoot and debug production issues, providing timely resolutions and driving
continuous improvements in application performance and stability.
8. Stay updated with the latest trends and advancements in Python, backend
development, and machine learning techniques, and proactively apply them to enhance our product.
Requirements:
1. Bachelor's or Master's degree in Computer Science, Software Engineering, or a related field.
3. Strong proficiency in Python and its frameworks such as Flask or Django.
4. Experience with optimizing and scaling machine learning algorithms and models.
5. Solid understanding of database concepts, including data modeling, query
optimization, and performance tuning.
6. Hands-on experience in designing and developing RESTful APIs.
7. Proficient in using version control systems like bitbucket.
8. Familiarity with cloud platforms (e.g., AWS, GCP) and deploying applications in a cloud environment.
9. Excellent problem-solving skills and the ability to analyse complex systems.
10. Strong communication and collaboration skills, with the ability to work effectively in a team environment.