Senior Machine Learning Engineer

Responsibilities

• Design scalable data pipelines and infrastructure for enterprise ML systems
• Implement ML models and systems into production
• Collaborate with data scientists and software engineers
• Deploy scalable tools and services for machine learning training and inference
• Evaluate new technologies to improve ML system performance and reliability
• Apply software engineering best practices, including CI/CD, to ML development
• Facilitate the development and deployment of ML proof-of-concepts
• Review, refactor, optimize, containerize, deploy, version, and monitor ML models
• Implement monitoring and alerting solutions to ensure the reliability and performance of machine learning systems
• Optimize and automate the machine learning deployment process to ensure efficiency and reproducibility
• Collaborate with cross-functional teams to troubleshoot and resolve issues related to machine learning deployments
• Stay updated with industry trends and apply knowledge to drive innovation
• Promote industry best practices and enhance team expertise

Requirements

• Bachelor's or Master’s degree in Computer Science or a related field
• 4+ years of experience in Software, Platform, ML, Data Science, AI, or Data Engineering
• Strong knowledge of Python
• Knowledge of machine learning algorithms and ML frameworks (PyTorch, TensorFlow, Keras)
• Experience with containers and Kubernetes in cloud environments (AWS, Azure, or GCP)
• Familiarity with workflow orchestration frameworks (KubeFlow, Airflow, Argo)
• Understanding of software testing, benchmarking, and CI/CD principles
• Ability to translate business needs into technical requirements

Preferred Qualifications

• Familiarity with agent frameworks (Langchain, Langgraph, LlamaIndex)
• Experience developing RAG systems
• Experience with Natural Language Processing (NLP)
• Familiarity with monitoring tools (DataDog, Langfuse)
• Associate cloud certification (AWS preferred)

About the Company

Janea Systems is a dynamic team of software engineering specialists and solutions innovators providing high-impact software development services to Fortune 500 companies.