
Senior Engineer, Data Engineering
1 week ago
Design, build, and maintain scalable data pipelines that facilitate the flow of data into machine learning models.
• Collaborate with data scientists to ensure the availability of high-quality, preprocessed data for model training.
• Deploy machine learning models to production using tools such as TensorFlow Serving, MLflow, or Seldon.
• Monitor and maintain the performance of machine learning models in production, identifying and addressing issues like data drift or concept drift.
• Work with large datasets, both batch and real-time, using frameworks like Apache Spark, Apache Kafka, and AWS Glue.
• Implement and manage data versioning and experiment tracking using tools like DVC and MLflow.
• Ensure data integrity and quality through validation and profiling techniques
Proficiency in Python and SQL; experience with Scala or Java is a plus.
• Strong experience with Apache Spark, Apache Kafka, and other data processing frameworks.
• Experience deploying machine learning models using TensorFlow Serving, MLflow, or similar tools.
• Familiarity with data lakes and data warehouses (AWS S3, Google BigQuery, Snowflake).
• Experience with cloud platforms (AWS, GCP, Azure) and containerization tools like Docker and Kubernetes.
• Understanding of machine learning workflows and collaboration with data scientists and ML engineers.
• Strong knowledge of ETL processes, batch and real-time data processing, and orchestration tools (e.g., Bachelor's degree in engineering, Technology, or Computer Science
• 1+ years of relevant industry experience (Healthcare, Pharmaceutical Consulting, Enterprise level data-analytical solutio
Client Delight I own every client experience and its impact on results.
Grow Talent I own my development and invest in the development of others.
Embrace Diversity I create an environment of awareness and respect.
Always Innovate I am bold and creative in everything I do.
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