AI / ML Engineer - Platform

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

Job Overview

As an AI/ML Engineer - Platform at Novellia, you will be instrumental in developing and optimizing our machine learning platforms and algorithms. You will collaborate with cross-functional teams to design, implement, and deploy scalable AI solutions that drive innovation and enhance operational efficiency. Your responsibilities will encompass every phase of the machine learning lifecycle, including data preprocessing, model training, and evaluation, ensuring that our products achieve optimal performance and reliability.

Job Responsibilities

• Design and develop machine learning models and algorithms to solve complex business problems.
• Implement and optimize data pipelines for training and deploying machine learning models.
• Collaborate with software engineers and data scientists to integrate machine learning solutions into the existing platform.
• Conduct experiments and tests to evaluate model performance and iterate on improvements.
• Monitor and maintain machine learning systems in production to ensure reliability and performance.
• Research and stay updated on the latest advancements in AI and machine learning technologies.
• Document processes, code, and methodologies to facilitate knowledge sharing across the team.

Qualifications

• Bachelor's or Master’s degree in Computer Science, Data Science, Artificial Intelligence, or a related field.
• Proven experience in machine learning, deep learning, and data science projects.
• Strong programming skills in Python, Java, or similar languages.
• Proficiency with machine learning frameworks such as TensorFlow, PyTorch, or Scikit-learn.
• Experience with cloud platforms and services (AWS, Azure, Google Cloud) for deploying machine learning applications.
• Knowledge of data visualization tools and techniques.
• Excellent problem-solving skills and ability to work collaboratively in a team environment.

Technologies & Tools

The AI/ML Engineer - Platform role primarily involves working with a wide range of technologies and tools, including programming languages such as Python and Java, machine learning frameworks like TensorFlow and PyTorch, and data manipulation libraries such as Pandas and NumPy. Familiarity with cloud computing platforms (AWS, Azure, Google Cloud) is essential for deploying and managing machine learning solutions. Additionally, tools for version control (e.g., Git) and containerization (e.g., Docker) will be utilized to streamline development workflows.

Ideal Candidates

The ideal candidates for the AI/ML Engineer - Platform position at Novellia possess not only the requisite technical skills but also demonstrate a strong analytical mindset and innovative problem-solving abilities. Candidates should exhibit a passion for continuous learning and adaptability in a fast-paced environment. Excellent communication skills are crucial, as collaboration with various teams is a key aspect of the role. A proactive approach to identifying challenges and driving solutions will significantly contribute to the success of our AI initiatives.