
Advancing AI Infrastructure
5 days ago
As a Senior Machine Learning Software Engineer, you will play a key role in designing, building, and optimizing our machine learning infrastructure. Our team collaborates with Product Managers, Data Scientists, and Engineers to bring innovative models into production.
Key Responsibilities:
- Operationalize leading data and analytics technologies while following best practices.
- Partner with Product Managers to understand customer requirements, design prototypes, and deploy solutions to production.
- Design, build, harden, and maintain the core infrastructure supporting the ML platform and lifecycle.
- Define and contribute to the technology strategy, roadmap, and priorities for AI/ML initiatives.
- Automate every aspect of the ML infrastructure to minimize human intervention and improve efficiency.
- Encourage and implement best practices in data engineering and software development.
- Write high-quality, production-grade code that aligns with company standards and contribute to new standardization efforts.
- Implement automated testing to ensure reliability and correctness of ML models and infrastructure.
- Review and mentor other engineers to promote high-quality engineering practices.
- Actively participate in technical communities-of-practice and continuing education programs to advance personal and organizational growth.
- Facilitate problem diagnosis and resolution across technical and functional areas.
Required Skills & Competencies:
- 8+ years of experience in software engineering, machine learning, or data engineering.
- Expertise in designing, coding, and scripting to develop real-world AI/ML solutions.
- Strong programming skills in Python, Java, or Scala with hands-on experience in ML frameworks.
- Experience with ML model deployment, MLOps, and automation.
- Proficiency in cloud-based ML solutions.
- Knowledge of data pipeline orchestration tools.
- Strong background in data engineering concepts.
- Experience working with containerization.
- Strong analytical and problem-solving skills with a collaborative mindset.
- Excellent communication and leadership skills with the ability to mentor and guide junior engineers.
Role Overview:
This is a challenging opportunity for a skilled engineer to drive innovation in AI/ML and lead cross-functional teams.
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