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GirnarSoft
ML architect
GirnarSoft · posted 5 months ago
RemoteRemote
About the role
Data Scientist
Required Skills & Qualifications
- Degree in Computer Science, Data Science, Statistics, or related field
- 8+ years of experience in data science and machine learning
- Strong proficiency in Python (NumPy, Pandas, Scikit-learn, TensorFlow/PyTorch)
- Expertise in statistical modelling, machine learning, and deep learning techniques
- Experience in designing scalable data and ML architectures
- Strong understanding of data structures, algorithms, and software engineering principles
- Experience with SQL and big data technologies (Spark, Hadoop)
- Hands-on experience with REST APIs and microservices-based deployment
- Hands-on experience with ML Pipeline & Model Life Cycle Management & Promotion
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Broad and deep understanding of:
- ML/DL techniques + when to use what
- Trade-offs (accuracy vs latency vs cost)
- Should have deep understanding of cost implications and should be able to suggest ways to improve.
Preferred (Azure-Focused) Skills
Hands-on experience with Microsoft Azure ecosystem, including:
- Azure Machine Learning
- Azure Data Services
- Experience in deploying ML models using Azure ML pipelines and endpoints
- Familiarity with Azure DevOps for CI/CD and MLOps workflows
- Knowledge of cloud architecture patterns and cost optimization on Azure
Work Hours
Shift Timing: 11 AM to 8 PM
Candidate has to be flexible and may require overlap with EST time-zone as per project need.