Data Scientist

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Job Description # Data Scientist·      
*
* Education:

** Bachelor’s degree in Computer Science, Information Technology, Data Science, or related field.·      
** Programming:
** 5+ years experience with Python (pandas, PySpark, scikit-learn; familiarity with PyTorch/Tensor Flow helpful), bash, experience with Docker.·      
** ML Tooling:
** 5+ years experience with Sage Maker (training, processing, pipelines, model registry, endpoints) or equivalents (Kubeflow, MLflow/Feast, Vertex, Databricks ML).We are seeking an experienced
** Data Scientist
** with strong expertise in Data Science, machine learning engineering with hands on experience in designing and deploying ML solutions in production. This role focuses on building scalable ML solutions, product ionizing models, and enabling robust ML platforms for enterprise-grade deployments.·      
** Partner & Mentor:
** Collaborate with on-shore/off-shore teams; coach data scientists on packaging, testing, and performance; contribute to standards and reviews.·      
*
* Education:

** Bachelor’s degree in Computer Science, Information Technology, Data Science, or related field.·      
** Programming:
** 5+ years experience with Python (pandas, PySpark, scikit-learn; familiarity with PyTorch/Tensor Flow helpful), bash, experience with Docker.·      
** ML Tooling:
** 5+ years experience with Sage Maker (training, processing, pipelines, model registry, endpoints) or equivalents (Kubeflow, MLflow/Feast, Vertex, Databricks ML).·      
** Pipelines & Orchestration:
** 5+ years’ experience with Databricks DABS or Airflow or Step Functions, e-driven designs with Event Bridge/SQS/Kinesis.·      
** Cloud Foundations:
** 3+ years experience with AWS/Azure/GCP on various services like ECR/ECS, Lambda, API Gateway, S3, Glue/Athena/EMR, RDS/Aurora (Postgre

SQL/MySQL), Dynamo

DB, Cloud Watch, IAM, VPC, WAF.·      
** CI/CD:
** 3+ years hands-on experience with Code Build/Code Pipeline or Git Hub Actions/Git Lab; blue/green, canary, and shadow deployments for models and services.·      
** Feature Pipelines:
** Proven experience with batch/stream pipelines, schema management, partitioning, performance tuning; parquet/iceberg best practices.·      
*
* Soft Skills:

** Clear communication, collaborative mindset, and a bias to automate & document.
· Experience in retail/manufacturing is preferred.
* Apex Systems is a world-class IT services company that serves thousands of clients across the globe. When you join Apex, you become part of a team that values innovation, collaboration, and continuous learning. We offer quality career resources, training, certifications, development opportunities, and a comprehensive benefits package.

Our commitment to excellence is reflected in many awards, including Clearly Rated's Best of Staffing in Talent Satisfaction in the United States and Great Place to Work in the United Kingdom and Mexico. Apex uses a virtual recruiter as part of the application process. Click
* * for more details.
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