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ML Engineer

 Bengaluru  3  2027

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Job Details

Company Multinational Apparel Company
Position ML Engineer
Required Experience 3-5 Years
CTC Best in the industry
Location Bengaluru
Job Code 2027
Posted On 08 Nov 2021
Application Deadline 31 Dec 2021

Skills


SQL, Python, Pyspark, Azure Stack, Azure, Databricks, Machine Learning, ML Libraries, ML Workflow, TensorFlow, Keras, PyTorch, MLflow, Comet, Neptune, CI/CD, Docker/Kubernetes

Description


Job Description

Responsibilities:
 · Help build our end to end ML workflow orchestration (data analysis, experimentation, operationalization, training, tuning, serving, reporting/observability) · Build and maintain tools for ML development
· Develop, integrate and optimize end to end ML pipeline.
· Partner with data science and advanced analytics teams to bring their work from prototype to production deployment.
· Interface with global vendor and internal teams.
· Oversee, participate in and manage production deployments.
· Coordinate recovery from incidents utilizing well defined operational procedures, tools, and efficient communication across internal and external stakeholders.

Qualifications: 
· 5+ years Cloud based data engineering
· Degree with strong analytical focus (Computer Science, Mathematics, Engineering, Statistics etc.)
· 2-5 years of experience with Python and/or PySpark and Azure Databricks
· Working knowledge of TensorFlow, Keras, PyTorch or equivalent
· Experience with ML lifecycle tools: MLflow, Comet, Neptune or equivalent · Experience integrating with backend services, third-party APIs, etc
· Proficient with CI/CD, Docker/Kubernetes and ML workloads
· Proficient in SQL
· Great problem solving and analytical skills combined with the ability to explain concepts to both technical and non-technical audiences
· An eagerness to learn new things and help others do the same
· Familiarity with agile software delivery.

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