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Mid LevelFull-timePythonAWSGCPAzureMachine LearningData ScienceCI/CDAINLP
Salary Range
$20,400 - $27,600 /year
This salary is estimated based on similar roles. The actual salary may vary.
About the Role
We are seeking a Data Science Architect with 11+ years of experience to lead technical design and solution development for client projects. This role requires expertise in predictive modeling, cloud architecture, and machine learning.
Key Responsibilities
- →Understand client business use cases and technical requirements
- →Convert requirements into elegant technical designs
- →Map decisions with requirements and translate them to developers
- →Identify and evaluate different solutions to select the best option
- →Define guidelines and benchmarks for non-functional requirements
- →Write and review design documents explaining application architecture
- →Review architecture and design for extensibility, scalability, security, and other aspects
- →Develop and design solutions for functional and non-functional requirements
- →Understand and apply technology integration scenarios
- →Resolve issues through systematic root cause analysis
- →Conduct proof-of-concepts to validate design and technologies
Requirements
- ✓11+ years of total experience
- ✓Hands-on experience in data science with predictive modeling
- ✓Strong experience with GCP and Generative AI fundamentals
- ✓Proficiency in Python and/or R with relevant libraries
- ✓Knowledge of cloud architecture and deployment in cloud ecosystems
- ✓Expertise in machine learning, mathematical optimization, and NLP
- ✓Familiarity with Generative AI fundamentals and tools like RAG, Lang Chain, and Llama Index
- ✓Understanding of MLOps principles and tools for CI/CD and model lifecycle management
- ✓Excellent communication and collaboration skills
