Sr./Staff Software Engineer [backend| ML]

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

Position Overview

Machinify, Inc. is seeking a highly skilled and motivated Sr./Staff Software Engineer specializing in Backend and Machine Learning to join our dynamic team. In this role, you will be responsible for designing, developing, and deploying robust backend systems that efficiently manage and process large data sets for machine learning applications. You will collaborate with multidisciplinary teams to implement scalable solutions while ensuring high standards of quality and performance. Your expertise will not only enhance our backend architecture but also contribute significantly to our machine learning initiatives.

Job Responsibilities

• Design, implement, and maintain scalable backend systems to support machine learning applications.
• Collaborate with data scientists and analysts to understand requirements and deliver effective solutions.
• Develop APIs and services that allow interaction between systems and facilitate data gathering and processing.
• Optimize backend architectures for high-performance and efficient processing of large datasets.
• Conduct code reviews and provide mentorship to junior engineers to ensure code quality and adherence to best practices.
• Participate in the full software development lifecycle, from requirements gathering to deployment and maintenance.
• Stay current with trends and advancements in backend technologies and machine learning methodologies.

Qualifications

• Bachelor’s or Master’s degree in Computer Science, Engineering, Mathematics, or a related field.
• 5+ years of experience in software development with a focus on backend engineering.
• Strong proficiency in programming languages such as Python, Java, or Go.
• Experience with machine learning frameworks and libraries (e.g., TensorFlow, PyTorch, Scikit-learn).
• Proficiency with database management systems (SQL and NoSQL) and data modeling.
• Experience with cloud platforms (e.g., AWS, GCP, Azure) and microservices architecture.
• Strong understanding of RESTful APIs and web services.
• Excellent problem-solving skills and the ability to work independently as well as in a team setting.

Technologies & Tools

This position utilizes a variety of advanced technologies and tools, including but not limited to: Python for backend development, TensorFlow and Scikit-learn for machine learning, Docker and Kubernetes for containerization and orchestration, and PostgreSQL or MongoDB for database management. Familiarity with CI/CD pipelines and version control systems like Git will also be essential.

Ideal Candidates

The ideal candidates for this position are those who possess a strong analytical mindset and are passionate about leveraging technology to solve real-world problems. They should demonstrate excellence in programming and software design, have a thirst for knowledge, and stay updated on the latest trends in backend development and machine learning. Excellent communication skills, both written and verbal, are essential for collaborating with diverse teams. A proactive attitude towards tackling challenges and a commitment to continuous improvement will set successful candidates apart.