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Machine Learning Engineer - Hyderabad - Kresta Softech Private Limited
Description
ML Engineer
Experience-5+ Years
Immediate Joiners Only
Location : Hyderabad
Job Description:
We are seeking an experienced Machine Learning Engineer to design, build, deploy, and maintain scalable ML systems in a production environment. This role involves close collaboration with data scientists, ownership of ML pipelines, and hands-on work with Google Cloud Platform. The ideal candidate will have strong experience in MLOps, production deployments, monitoring, and ML systems reliability.
Key Responsibilities:
· Build and maintain reliable data pipelines
· Prepare clean, structured datasets for machine learning
· Work with data from client's data warehouse and other internal sources
· Use transformation tools like dbt when needed
· Automate ML training workflows on Google Cloud Platform
· Build reproducible ML pipelines
· Work with data scientists to turn experimental models into production-ready systems
· Deployment & Serving
· Deploy ML models using Cloud Run, Kubernetes, and Vertex AI
· Build and maintain REST APIs in Python to serve predictions
· Ensure models are fast, stable, and secure
· Set up dashboards with DataDog, Grafana, or similar tools
· Monitor model performance, accuracy, data drift, and system health
· Troubleshoot issues and ensure smooth operation in production
Required Skills and Qualifications:
· 5+ years of experience building and deploying ML models in production
· Strong Python skills (pipelines, training workflows, APIs)
· Experience with ML frameworks (TensorFlow, PyTorch, scikit-learn, etc.)
· Solid understanding of MLOps practices: CI/CD, model versioning, automated pipelines, monitoring
· Hands-on experience with GCP services: Cloud Run, Kubernetes, BigQuery, Vertex AI
· Experience building APIs (FastAPI, Flask, or similar)
· Good understanding of automated testing · Monitoring: Experience with DataDog or Grafana · Knowledge of ethical AI, bias mitigation, or data privacy principles · Knowledge of AI guardrailing · Experience with recommender systems · Vector databases · Embeddings · Feature engineering · Matrix factorization techniques · Ttwin tower models · Basic experience or exposure to recommender systems · Monitoring and observability of models in production · User feedback handling · Model training and evaluation (at least theoretical understanding) · A/B testing · Performance metrics
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Machine Learning Engineer
Only for registered members Hyderabad
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Machine Learning Engineer
Only for registered members Hyderabad
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Machine Learning Engineer
Only for registered members Hyderabad, Telangana
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Machine Learning Engineer
Only for registered members Hyderabad, Telangana
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Machine Learning Engineer
Only for registered members Hyderabad, Telangana
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Machine Learning Engineer
Only for registered members Hyderabad, Telangana
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Machine Learning Engineer
Only for registered members Hyderabad
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Machine Learning Engineer
Only for registered members Hyderabad, Telangana
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Machine Learning Engineer
Only for registered members Hyderabad, Telangana
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Machine Learning Engineer
Track3D- Hyderabad
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Machine Learning Engineer
Only for registered members Hyderabad, Telangana
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Machine Learning Engineer
Only for registered members Hyderabad, Telangana
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Machine Learning Engineer
Only for registered members Hyderabad
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Machine Learning Engineer
Only for registered members Hyderabad, Telangana
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Machine Learning Engineer
Only for registered members Hyderabad
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Machine Learning Engineer
Only for registered members Hyderabad, Telangana
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Machine Learning Engineer
Only for registered members Hyderabad
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Machine Learning Engineer
Only for registered members Hyderabad
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Machine Learning Engineer
Only for registered members Greater Hyderabad Area
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Machine Learning Engineer
Only for registered members Hyderabad, Telangana