What are the responsibilities and job description for the Junior Machine Learning Engineer position at Jobright.ai?
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Job Summary:
Ahold Delhaize USA is part of a global food retailer and is seeking a Machine Learning Engineer to join their Data Science team. This role involves developing and deploying machine learning algorithms, enhancing personalization and recommender systems, and analyzing large-scale data to improve model performance and customer engagement.
Responsibilities:
• Develop transportable and customizable modules for our core algorithms, allowing them to be plugged into any of our apps. Support rapid prototyping and deployment of algorithms
• Build model serving applications for serving using REST microservices. Identify constraints, strengths, and weaknesses of technology options for model serving
• Understand fine-tuning/benchmarking of LLM’s, GenAI frameworks, language processing. Prototype and develop applications for LLM’s and GenAI use cases.
• Extracts, transforms, and selects relevant features from raw data to improve model performance. Ensures data quality and collaborates with cross-functional teams to build scalable, reusable feature pipelines.
• Develop experimentation strategies based on requirements to support Data Science initiatives using A/B testing methodologies
• Works closely within a team environment to incorporate collaborative business plans utilizing both internal and external data partners. Keep up with latest trends in industry on machine learning space.
• Additional job duties may be assigned as needed to meet the needs of the business and support our values.
Qualifications:
Required:
• Bachelor’s degree in Computer Science, Data Science or a related field.
• 2 years of applied Machine Learning experience with experience in deploying, scaling, and continually improving algorithms
• Expert in distributed computing with Spark, DevOps best practices, and containerization
• Expert coding ability in Python and high competency with PySpark
• Knowledge of API development best practices
• Knowledge of model management
• Knowledge of code versioning and agile methodologies
Preferred:
• Experience deploying models on very large data using: Databricks, Kafka and/or Kubernetes
• Understanding of, and experience productionizing, the following ML concepts: Collaborative filtering, Ranking algorithms, Advanced regression, classification, and clustering, Deep learning at scale for NLP
• Experience with advanced search concepts using deep learning is a plus!
• Experience working on cloud infrastructure (Azure Preferred)
• Experience training and serving models on GPU(s)
• Knowledge on Web Development eg. Latency benchmarking, REST, GRPC, GraphQL etc.
• Experience working on Seldo
Company:
Ahold Delhaize USA, a division of global food retailer Ahold Delhaize, is part of the U.S. Founded in , the company is headquartered in Quincy, Massachusetts, US, with a team of 10001 employees. The company is currently Late Stage.
