Remote ML Engineer

Description:

• Fusemachines is a 10+ year old AI company focused on delivering advanced AI products and solutions across various industries.
• The company aims to democratize AI and leverage global AI talent from underserved communities.
• This position is a remote, contracted role for a duration of 5 months.
• Responsibilities include studying and transforming data science prototypes into production-ready machine learning models.
• The role involves training, retraining, and monitoring machine learning systems to ensure optimal performance.
• Collaboration with cross-functional teams is required to integrate machine learning solutions into production systems and applications.
• The candidate will identify and address potential issues in data distribution that may affect model performance in real-world scenarios.
• Ensuring algorithms generate accurate and relevant recommendations is a key responsibility.
• The role includes building and maintaining high-performance, scalable machine learning data pipelines to support restaurant technology solutions.
• The candidate will design and develop data pipelines to ingest data from various sources, including point-of-sale systems and back-of-house operations.
• The use of open-source frameworks and cloud-based tools to build and maintain the data platform is expected.
• Implementing and managing production support processes, including data lifecycle management and data quality assurance, is part of the job.
• The candidate will also develop scalable REST APIs in Python to expose machine learning models and data services.

Requirements:

• A Bachelor's degree in Computer Science, Engineering, Business Administration, Economics, Finance, Statistics, or a related field is required.
• A minimum of 4 years of experience in a relevant field is necessary.
• Experience in customer intelligence, pricing models, or mixed media modeling is preferred.
• Familiarity with the Julia programming language is a plus.
• Excellent time management and organizational skills are essential.
• Strong analytical and problem-solving skills are required.
• Strong communication skills are necessary for this role.
• In-depth knowledge of machine learning frameworks such as Keras and TensorFlow is required.
• Experience with AWS platform development, including EKS, S3, API Gateway, and Lambda, is necessary.
• A deep understanding of probability, statistics, and algorithms is essential.

Benefits:

• Fusemachines is an Equal Opportunities Employer, committed to diversity and inclusion.
• All qualified applicants will receive consideration for employment without regard to any protected characteristics.