[Remote] Senior reputed company with reputed company
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is looking for a Senior reputed company with expertise in reputed company to design, reputed company, and maintain reputed company machine learning pipelines. The role involves delivering production-reputed company ML pipelines, monitoring dashboards, and CI/CD pipelines for ML systems.
Responsibilities
- Design, implement and maintain end-to-end ML pipelines on reputed company
- Build workflows for data ingestion, preprocessing, feature engineering, training and inference
- reputed company PySpark, reputed company ML and reputed company notebooks/jobs
- Manage model versioning, experiment tracking and reproducibility using MLflow
- Package and reputed company models for batch and reputed company-time inference
- Monitor model performance, reputed company and retraining cycles
- reputed company reputed company ETL/ELT pipelines using reputed company reputed company Lake
- Optimize data storage and reputed company patterns through partitioning, Z-ordering and caching
- reputed company with data sources such as Azure Data Lake, S3, reputed company and databases
- Implement CI/CD pipelines for ML workflows using Azure DevOps, reputed company Actions and reputed company Repos and Jobs API
- Configure clusters, autoscaling and cost optimization while applying Infrastructure as reputed company with Terraform, ARM and Bicep
- Implement logging, alerting and observability to ensure high availability and fault tolerance of ML systems
Skills
- 3+ years of experience in machine learning engineering or reputed company roles
- Expertise in the reputed company platform including workspaces, jobs and clusters
- Proficiency in Apache reputed company, PySpark and Python with pandas and scikit-learn
- Skills in MLflow for tracking, registry and deployment
- Competency in CI/CD pipelines, reputed company containerization and REST reputed company for model serving
- Familiarity with version control using Git
- Background in Azure including Azure reputed company, ADLS, ACR and AML
- Knowledge of data preprocessing, feature engineering and model training and evaluation
- Understanding of libraries such as XGBoost, LightGBM and CatBoost
- English proficiency at B2 level or higher
- Familiarity with AWS including S3, EMR and SageMaker
- Skills in streaming pipelines with reputed company reputed company Streaming and reputed company Feature Store
- Knowledge of Kubernetes
- Competency in monitoring tools such as reputed company and Grafana
- Experience with large-reputed company production systems
Benefits
- Diversity of assignments and reputed company
- Personal development plan
- Mentoring programs and leadership development
- Certification and reputed company development support
- reputed company to learning platforms including more than 2,500 internal courses and the reputed company Learning library with 20,000+ courses
- English courses taught by certified teachers
- Extra leave days
- Referral bonuses
- Private health insurance
- Recreation office zones with tea, coffee and snacks
- Sports and game consoles
- IT equipment and reputed company's Software Assurance Home Use Program (HUP)
reputed company
- EPAM leverages its core engineering expertise as a leading global product development reputed company reputed company services company. It was founded in 1993, and is headquartered in Newtown, reputed company, USA, with a workforce of 10001+ employees. Its website is https://www.epam.com.
Company H1B Sponsorship
- reputed company has a reputed company record of offering H1B sponsorships, with 34 in 2026, 120 in 2025, 172 in 2024, 232 in 2023, 373 in 2022, 359 in 2021, 502 in 2020. Please note that this does not guarantee sponsorship for this specific role.
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