Software Engineer - Machine Learning Platform

This job was posted over 30 days ago, so it has most likely closed. See newer jobs like it.

Written by AI from the job title and company, not by PathAI, so some details may not match this job. The employer's own page has the real description.

Job Overview

The Software Engineer - Machine Learning Platform at PathAI will be responsible for developing and implementing machine learning solutions that enhance our diagnostic capabilities. This role will involve working closely with data scientists, software engineers, and product managers to deliver robust and scalable machine learning systems. The ideal candidate will contribute to the entire software development lifecycle, from concept and design to development and deployment, ensuring high-quality machine learning applications that adhere to best practices in software engineering.

Job Responsibilities

• Design, develop, and maintain scalable machine learning algorithms for healthcare applications.
• Collaborate with cross-functional teams to define and refine project requirements and design specifications.
• Implement data processing pipelines using tools and frameworks that ensure high data quality and performance.
• Maintain code quality through rigorous testing, code reviews, and documentation.
• Deploy and monitor machine learning models in production environments, ensuring their performance and reliability.
• Stay current with industry trends and advancements in machine learning and contribute to continuous improvement initiatives.

Qualifications

• Bachelor's degree in Computer Science, Engineering, Mathematics, or a related field; Master’s degree preferred.
• 3+ years of professional experience in software development, with a focus on machine learning or artificial intelligence.
• Proficiency in programming languages such as Python, Java, or C++.
• Experience with machine learning frameworks such as TensorFlow, PyTorch, or scikit-learn.
• Strong understanding of data structures, algorithms, and software design principles.
• Familiarity with cloud platforms (AWS, Azure, or GCP) for deploying machine learning solutions.

Technologies & Tools

The Software Engineer will utilize a variety of technologies and tools, including but not limited to Python for programming, TensorFlow and PyTorch for machine learning model development, Docker for containerization, and Git for version control. Additionally, familiarity with SQL databases and Big Data platforms is essential for data handling and processing tasks.

Ideal Candidates

The ideal candidates for this position will possess strong analytical skills, a passion for leveraging technology to solve complex healthcare challenges, and a collaborative mindset. They should demonstrate effective communication skills, both written and verbal, and the ability to work within cross-functional teams. A proactive approach to learning and a commitment to keeping up with emerging technologies and methodologies in machine learning and software development are also key traits that will contribute to their success in this role at PathAI.