Staff Machine Learning Engineer
JCT Recruiting
full-time
Posted on:
Location Type: Remote
Location: Remote • 🇺🇸 United States
Visit company websiteJob Level
Lead
Tech Stack
AWSAzureCloudGoogle Cloud PlatformPythonPyTorchScikit-LearnTensorflow
About the role
- 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
Benefits
- Fully Remote work culture - we hire globally and all of our roles are fully remote!
- Bring your own device stipend - buy your own laptop with funds from us
- Flexible working hours
- Equity (as a part of the compensation package)
- Healthcare, 401k / pension
- Generous Paid Time Off, Parental Leave, Compassionate Leave
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard skills
machine learningA/B testingstatistical analysesPythonTensorFlowPyTorchscikit-learnML pipelinescloud infrastructureperformance optimization
Soft skills
problem-solvingcollaborationcommunicationtechnical leadershipmentorshipcross-functional collaborationexperimental mindsethypothesis testingiterationknowledge sharing
Certifications
Bachelor’s degreeMaster’s degree