Consultant - ML Engineer
- Affine Analytics
- 3 - 7 years
- Bengaluru
- 8 months ago
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Job Description
Role Description:
We are looking for someone who is interested in harnessing machine learning to power marketing optimization. Someone who is fascinated by machine learning and building robust machine learning pipelines which process massive amounts of data at scale. Someone who loves building high-scale distributed systems using a diverse set of state-of-the-art technologies.
The work will span across a variety of datasets and ML models and across a diverse technology stack ranging from Spark, Flyte, Databricks, Kubernetes, AWS and much more!
What youll do
- You work in a cross-functional team of ML Engineers and ML Scientists to operationalise 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
Job Requirement
- 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 containerisation, 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.
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Engineering - Software & QARole Category: Software DevelopmentRole: Search EngineerEmployement Type: Full timeContact Details:
Company: Affine AnalyticsLocation(s): Bengaluru+ View Contact
Keyskills: Machine Learning Operations Airflow Hive PyTorch Scala XGBoost CI/CD data structures Spark Python TensorFlow
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