
Senior Machine Learning Solutions Architect
2 weeks ago
Job Overview:
We are seeking a highly skilled Senior Machine Learning Software Engineer to drive the development of cutting-edge AI/ML solutions. As a key member of our team, you will play a pivotal role in designing, building, and optimizing machine learning infrastructure while collaborating with product managers, data scientists, and engineers to bring innovative models into production.
Key Responsibilities:
- 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 contributes 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.
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