Ml Engineer

Affine Analytics

3 - 8 years

14 - 24 Lacs

bengaluru

Posted:2 hours ago| Platform:

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Skills Required

ml engineering ml ops python/scala cloud ml model agile

Work Mode

Remote

Job Type

Full Time

Job Description

Role Description:

You work in a cross-functional team of ML Engineers and ML Scientists to operationalize ML models in production.
You build scalable, high-performance systems for model development, data ingestion, feature engineering, inference, and monitoring/evaluation.
You provide an accurate time estimates for your scope of work, turn it into code, and deliver on schedule.
You advocate for quality coding. Write secure, stable, testable, maintainable code with minimal defects.
Participate in code reviews to assess overall code quality and flexibility
Support and troubleshoot data and/or system issues as needed

External Skills And Expertise

Min. 3+ years' experience in ML and software engineering
Coding proficiency in modern programming languages (Scala, Python etc.).
Developed software in a team environment (agile, version control, etc.).
Built and maintained an ML model or pipeline in production environments in public/hybrid cloud infrastructure.
Experience on MLOPS, ML Lifecycle, and Deployment of ML Models
Experience working with containerization, deployment and orchestration technologies (Docker, Kubernetes, Flyte/Airflow, CI/CD pipelines, etc)
Experience with automated testing, including unit, functional, and integration testing
Experience working with at least one machine learning framework (TensorFlow, PyTorch, XGBoost, etc)
Experience working with big data technologies (Spark, Hive, Databricks, feature stores, etc).
Strong background in data structures and algorithms

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