Senior Software Engineer II - AI/ML

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

The Senior Software Engineer II - AI/ML at Aledade, Inc. will play a crucial role in advancing the company's mission to enhance healthcare through artificial intelligence and machine learning solutions. This position requires a highly skilled individual who can design, develop, implement, and maintain innovative AI/ML applications that support operational and clinical decision-making processes. The successful candidate will collaborate with cross-functional teams to create robust algorithms and data-driven solutions that improve health outcomes for patients while optimizing healthcare delivery models.

Job Responsibilities

• Design and implement machine learning models to derive insights from healthcare datasets.
• Collaborate with data scientists and product managers to define project requirements and deliverables.
• Optimize algorithms for performance and scalability to handle large datasets.
• Conduct code reviews, ensuring code quality and adherence to best practices.
• Monitor and maintain deployed models, implementing updates as necessary.
• Participate in troubleshooting, debugging, and performance tuning of AI/ML applications.
• Stay updated with the latest advancements in AI/ML technology and methodologies.

Qualifications

• Bachelor’s or Master’s degree in Computer Science, Engineering, or related field.
• At least 5 years of experience in software engineering with a focus on AI/ML.
• Proficiency in programming languages such as Python, Java, or C++.
• In-depth knowledge of machine learning frameworks (e.g., TensorFlow, PyTorch, Scikit-learn).
• Experience with data processing tools (e.g., Hadoop, Spark).
• Strong understanding of data structures, algorithms, and software design patterns.
• Excellent problem-solving skills and ability to work under tight deadlines.
• Experience in a healthcare-related field is a plus.

Technologies & Tools

The Senior Software Engineer II - AI/ML will utilize a variety of advanced technologies and tools to fulfill their duties. Key technologies include Python, TensorFlow, PyTorch, and Scikit-learn for machine learning development. Additionally, tools such as Apache Spark and Hadoop will be employed for data processing and analytics. Version control systems like Git will be used for code management, while cloud platforms (AWS, Azure) may be utilized for deployment and scalability.

Ideal Candidates

The ideal candidate for this position will possess not only technical expertise but also strong analytical and communication skills. They should demonstrate a passion for healthcare technology and a commitment to improving patient outcomes through innovative solutions. A collaborative mindset and the ability to work effectively in team settings are essential. Furthermore, candidates should be proactive, detail-oriented, and eager to learn and adapt to the ever-evolving landscape of AI and machine learning.