Lead Machine Learning Engineer AI/ML (Remote Work Option)
About the position
Responsibilities
• Apply machine learning techniques, particularly in computer vision and generative AI, to address business challenges.
• Provide technical leadership and establish standards for the team.
• Investigate new software packages, tools, APIs, and algorithms to enhance analytics and machine learning capabilities.
• Collaborate with a cross-functional agile team to develop new product features.
• Contribute to all stages of the ML lifecycle, including data collection, modeling, evaluation, deployment, and monitoring.
• Build front-end solutions for end users to interact with machine learning models.
• Write production-quality code for ML models as online services and APIs.
• Present complex analyses in a clear and concise manner.
• Foster collaborative relationships with peers and multi-functional partners.
• Support documentation and tutorials, guiding users with varying technical skills.
Requirements
• Bachelor's Degree or equivalent relevant education, training, and experience.
• 5+ years of experience in an enterprise environment with technology and team leadership responsibilities.
• Expertise in Python, Spark, or Java.
• Strong leadership skills to mentor and guide a team of Machine Learning Engineers.
• Experience in building and productionalizing large-scale consumer-facing ML models.
• Proficient in writing well-documented and tested scalable code, preferably in Python.
• Experience with tools like mlFlow, Airflow, Docker, and cloud platforms such as AWS/GCP.
• Knowledge of model compression, quantization, and optimization techniques for deployment in resource-constrained environments.
• Experience with data processing and storage frameworks like S3, Spark, and Dynamo.
Nice-to-haves
• Advanced degrees (PhD, Masters, etc.) are a plus.
• Expertise in NodeJS, React, or Vue.js.
Benefits
• Health insurance
• 401k plan
• Paid holidays
• Flexible scheduling
• Professional development opportunities
• Employee discount programs
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