ML Data Engineer
Tata Consultancy Services · Irving, TX · Yesterday
Information Technology$125k–$140k/yrFull-time
About the role
We are looking for a highly skilled and passionate Data Engineer with strong Python/PySpark experience and understanding of AI/ML models to implement AI/ML models in OnPrem and Cloud environments. In this role, you will be responsible for implementing AI/ML Models in different environments leveraging Openshift/Kubernetes.
Responsibilities
- Work with data scientists/data engineers to translate prototypes and theoretical models into functional, production-ready code.
- Collaborate with product and engineering team to implement AI/ML models using PySpark.
- Apply understanding of AI/ML and large language models (LLMs).
- Work on productionalizing the AI/ML model in a Hadoop environment.
- Troubleshoot AI/ML Models post implementation to resolve issues raised by users.
- Monitor model performance and continuously improve efficiency, accuracy, and user experience.
Qualifications
- Strong experience in PySpark and Python to integrate with AI/ML Models.
- Understanding of AI/ML Models and how they interface with OnPrem and Cloud environments.
- Familiarity with MLOps/LLMOps and distributed systems.
- Experience with Big Data platforms like Cloudera Hadoop and cloud platforms like AWS, GCP.
- Solid understanding of system design patterns, scalability, observability, and performance tuning.
- Strong analytical and problem-solving skills.
- Passion for exploring and building with emerging technologies.
- Bachelor of Computer Science.
Pay
Salary range: $125,000 to $140,000 per year.