Tata Consultancy Services

ML Engineer

Tata Consultancy Services$125K — $140K *
Information Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • Strong experience in PySpark and Python for AI/ML model integration.
  • Understanding of AI/ML models in OnPrem and Cloud environments.
  • Familiarity with ML Ops and distributed systems.
  • Experience with Big Data platforms like Cloudera Hadoop and cloud services like AWS, GCP.
  • Solid grasp of system design patterns and performance tuning.
  • Strong analytical and problem-solving skills.
  • Passion for exploring emerging technologies.

Responsibilities

  • Translate prototypes and theoretical models into production-ready code with data scientists.
  • Collaborate with product and engineering teams to implement AI/ML models using PySpark.
  • Productionalize AI/ML models in Hadoop environments.
  • Troubleshoot issues post-implementation of AI/ML models for users.
  • Monitor model performance and enhance efficiency and accuracy continuously.

Benefits

  • Opportunities for professional development in emerging technologies.
  • Collaborative work environment with data scientists and engineers.
  • Flexibility in working with both OnPrem and Cloud environments.
Full Job Description
Roles & Responsibilities

Job Title: Data Engineer -ML

Job Description:

We are looking for a highly skilled and passionate Data Engineer with strong Python/PySpark experience and

understanding of AL/ML models to implement AL/ML models in OnPrem and Cloud environment.

In this role, you will be responsible for implementing AL/ML Models in different environments leveraging

Openshift/Kubernetics.

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.

Understanding of AI/ML and large language models (LLMs).

Work on productionalize the AL/ML model in Hadoop environment.

Troubleshoot AI/ML Models post implementation to resolve issue 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 ML Ops/LLM Ops and distributed systems.

Experience with Big Data platform like Cloudera Hadoop and Could 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.

Salary Range: $125,000 to $140,000 per year

About Tata Consultancy Services

Tata Consultancy Services (TCS) is an Indian multinational information technology (IT) services and consulting company, headquartered in Mumbai, Maharashtra, India. It is a subsidiary of Tata Group and operates in 149 locations across 46 countries. TCS is the largest Indian company by market capitalization and is ranked 11th on the Forbes Global 2000 list of the world's biggest public companies. TCS is also the second-largest IT services company in the world by revenue and the largest employer of women in India. The company provides services in areas including IT, consulting, and business solutions.
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