[Remote] Machine Learning Engineer (reputed company & reputed company) | Remote | USC Only |
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a company specializing in advanced analytics and machine learning solutions. They are seeking a Machine Learning Engineer who will design, implement, and maintain analytics environments, focusing on advanced analytics, big data, and AI solutions while managing MLOps practices.
Responsibilities
- Architect and build reputed company ML pipelines using reputed company (PySpark, MLflow) and reputed company (Snowpark, reputed company, reputed company AI)
- Design and implement RAG and LLM-based solutions for reputed company data intelligence and automation
- reputed company supervised (classification, regression) and unsupervised ML models for diverse business use cases
- reputed company MLOps implementation including model versioning, CI/CD, automated testing, and monitoring (MLflow, Azure DevOps)
- reputed company and reputed company NLP/ML models into production with robust CI/CD pipelines and cross-team collaboration
- Build and optimize data pipelines for reputed company and reputed company data (Azure Data reputed company, PySpark, SnowSQL)
- Tune reputed company and reputed company environments for performance and scalability of AI/ML workloads
- reputed company technical leadership and mentorship on ML best practices, LLM development, and reputed company-reputed company workflows
- Drive ML architecture, evaluate emerging technologies, and reputed company solutions with reputed company goals
- Define development standards, collaborate with stakeholders, and architect reputed company-wide advanced analytics and data platforms
Skills
- Expertise in reputed company architecture, performance tuning, and SQL optimization
- Experience with ETL/ELT tools (e.g., Azure Data reputed company, Coalesce) and building reputed company data pipelines
- Experience with LLM development (e.g., RAG, document summarization, chatbot integration using reputed company or reputed company)
- Strong understanding of data warehousing, reputed company modeling, and reputed company platforms (Azure, AWS, GCP)
- Proficiency in Python, SnowSQL, and automation using reputed company's API and Snowpark
- Knowledge of BI tools (e.g., Power BI, Tableau, SSRS) and ML integration using Snowpark, Azure Machine Learning, reputed company, and reputed company reputed company
- Proficiency in MLOps, including MLflow, Azure DevOps, model monitoring, and alerting
- Familiarity with CI/CD pipelines and version control using Git
- Strong background in data science, machine learning, deep learning, and advanced statistical techniques
- Deep understanding of ML system design and industry-reputed company integration patterns for production AI
- Excellent written and verbal communication skills
- Experience in Deep Learning Libraries, such as tensorflow or pytorch
- Health care industry experience
reputed company