Sr. Software Engineer - AI / Machine Learning

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Job Overview

The Sr. Software Engineer - AI / Machine Learning at CAT Labs will be pivotal in designing and implementing innovative algorithms and machine learning models to enhance our product offerings. The role encompasses collaborating with cross-functional teams to translate business requirements into technical solutions, driving the development lifecycle from concept through deployment, and ensuring the continuous improvement of AI strategies. The ideal candidate will demonstrate expertise in machine learning techniques, a strong foundation in software development, and the ability to work in an agile environment to deliver high-quality software solutions.

Job Responsibilities

• Design, develop, and implement scalable machine learning algorithms to solve complex business problems.
• Collaborate with data scientists and engineers to create robust AI models and applications.
• Evaluate and optimize existing machine learning systems for performance and efficiency.
• Participate in code reviews to maintain high-quality coding standards and share knowledge.
• Document processes and results to ensure reproducibility and compliance with best practices.
• Stay updated with the latest advancements in AI and machine learning technologies to integrate new techniques into existing workflows.
• Mentor junior engineers, providing guidance on technical challenges and project execution.

Qualifications

• Bachelor’s or Master’s degree in Computer Science, Engineering, or a related field.
• 5+ years of experience in software development, with a focus on AI and machine learning.
• Proficiency in programming languages such as Python, Java, or C++.
• Strong knowledge of machine learning frameworks and libraries (e.g., TensorFlow, PyTorch, Scikit-learn).
• Experience with data manipulation and analysis tools (e.g., Pandas, NumPy).
• Familiarity with cloud platforms (e.g., AWS, Azure, GCP) and their machine learning services.
• Excellent problem-solving skills and the ability to work effectively in a team-oriented environment.

Technologies & Tools

The Sr. Software Engineer - AI / Machine Learning will utilize a range of technologies and tools including Python for programming, TensorFlow and PyTorch for building machine learning models, data warehousing solutions such as SQL and NoSQL databases for data storage, and cloud platforms like AWS or Azure for deploying scalable AI solutions. Familiarity with tools such as Docker for containerization and Git for version control will also be essential in this role.

Ideal Candidates

Ideal candidates for this position possess a strong analytical mindset, with the capability to think critically and approach problems methodically. They exhibit excellent communication skills to clearly convey technical concepts to non-technical stakeholders and demonstrate a passion for innovation and continuous learning. A proactive attitude and a collaborative approach to work, coupled with a strong understanding of both the theoretical and practical aspects of machine learning and software development, will contribute to their success at CAT Labs.