Staff Machine Learning Engineer
About the job
• Design, build, and maintain robust and scalable machine learning models and pipelines tailored to enhance the company’s marketplace platform and GenAI managed solutions
• Lead experimentation processes, rigorously validating models through A/B testing, statistical analyses, and iterative improvements
• Collaborate closely with data scientists, software engineers, product managers, and client teams to define requirements and deliver high-quality products
• Continuously improve existing ML solutions, ensuring they are performant, efficient, and aligned with evolving business objectives
• Ensure adherence to best practices in code quality, data integrity, and infrastructure reliability with emphasis on scalability and maintainability
• Mentor junior engineers and contribute to team growth and knowledge sharing
• Stay current with advancements in machine learning, AI methodologies, and marketplace technologies and propose innovative solutions proactively
Requirements
- Bachelor’s degree or higher in Computer Science, Engineering, Data Science, or a related technical field
- Must Have 10 years experience
- Proven experience implementing machine learning algorithms and solutions at scale in production environments
- Demonstrated experimental mindset, adept at hypothesis testing, experimentation design, and rigorous validation techniques
- Expert proficiency in Python
- Experience with frameworks and libraries such as TensorFlow, PyTorch, scikit-learn
- Extensive experience building and deploying scalable ML pipelines and working within cloud infrastructure environments such as AWS, GCP, or Azure
- Strong understanding of data structures, algorithm design, and performance optimization techniques
- Exceptional problem-solving abilities
- Excellent collaboration and communication skills
- Track record of technical leadership, mentorship, and successful cross-functional collaboration in agile, dynamic environments
🔍 ATS Optimization Keywords
Below are skills and terms extracted directly from this job posting to improve Applicant Tracking System (ATS) visibility. This unique feature helps candidates tailor their applications more effectively — a feature exclusive to JobTailor job listings.
Hard Skills
- machine learning
- A/B testing
- statistical analyses
- Python
- TensorFlow
- PyTorch
- scikit-learn
- ML pipelines
- cloud infrastructure
- performance optimization
Soft Skills
- problem-solving
- collaboration
- communication
- technical leadership
- mentorship
- cross-functional collaboration
- experimental mindset
- hypothesis testing
- iteration
- knowledge sharing
Certifications & Qualifications
- Bachelor’s degree
- Master’s degree
