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EngineerTata Consultancy Services • Dallas, TX, United States
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Engineer

Engineer

Tata Consultancy Services • Dallas, TX, United States
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  • [job_card.full_time]
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Databricks Machine Learning Engineer

Must Have Technical / Functional Skills We are looking for a highly skilled and passionate Databricks Machine Learning Engineer to build scalable ML pipelines, automating training and deployment, managing model lifecycle with MLflow.

Responsibilities :

  • Collaborate closely with data scientists, data engineers, and business stakeholders to gather requirements and understand the business objectives driving model development.
  • Develop various methods for implementing feature engineering techniques Preprocess and transform large datasets, selecting appropriate algorithm
  • Leveraging Databricks MLflow for experiment tracking and model management
  • Build robust pipelines that automate the training, validation, and deployment of models.
  • Monitor Model performance and collaborating closely with data scientists and stakeholders to finetune models
  • Migrate on Prem Pyspark, SAS data pipeline and ML Models to Databricks
  • Define and implement ML best practices in Databricks
  • Evaluate new Databricks ML features and tools, helping the organization stay at the forefront of innovation in AI and Big Data
  • Explore AI and Gen AI solutions for business requirements and implement various solutions.

Qualifications :

  • Proven expertise in implementing various ML Models using Databricks.
  • Strong PySpark and Python experience
  • 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- $100,000-$130,000 a year

    #LI-CO1 #LI-SN1

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