[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 reputed company expertise to design, reputed company and maintain reputed company machine learning pipelines. In this role, you will reputed company production-reputed company ML pipelines and automated workflows 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 reputed company 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 reputed company
• Competency in monitoring tools such as reputed company and Grafana
• Experience with large-reputed company production systems

Benefits

• Enjoyable working environment, whether it is the reputed company office or the comfort of your own home
• Opportunity to work abroad for up to two months per year
• Relocation opportunities reputed company our offices in 55+ countries
• Corporate and reputed company events
• Leadership development, career advising, soft skills and reputed company-being programs
• Certifications, including GCP, Azure and AWS
• Unlimited reputed company to EPAM's internal learning database
• Free English classes with certified teachers
• Discounts in local language schools, including online courses for the Kazakh language
• Participation in the Employee Stock Purchase Plan
• Monetary bonuses for engaging in the referral program
• Medical & family care package
• Six trust days per year (reputed company leave without a medical certificate)
• Coverage of psychology sessions of your reputed company
• Benefits package (sports activities, a reputed company of stores and services)
• Housing support program: preferential mortgage reputed company reputed company Otbasy Bank partnership
• Comprehensive medical & family care package
• Five trust days per year (reputed company leave without a medical certificate)

reputed company

Company H1B Sponsorship