Tata Consultancy Services

ML Engineer

Tata Consultancy Services • $110K — $135K *
Deerfield, IL 60015In-Person
Information Technology
Less than 5 years of experience
Today
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Job Overview by Ladders

Qualifications

  • 1+ years building and optimizing ML systems
  • 1+ years data preparation for ML models
  • 2+ years developing resilient, maintainable code
  • Experience with cloud platforms like AWS, Azure, or Google Cloud
  • 3+ years in distributed file systems or multi-node databases
  • 3+ years building production-ready data pipelines for ML
  • Experience designing and scaling data pipelines for ML models

Responsibilities

  • Design and deliver ML models that address business challenges
  • Guide ML infrastructure based on modeling techniques and data selection
  • Write and test application code to solve complex problems
  • Collaborate in Agile teams to enhance big data and ML applications
  • Retrain and monitor production models
  • Develop cloud-based architectures for scalable ML models
  • Construct optimized data pipelines for ML models
  • Implement CI/CD practices for deploying ML models securely

Benefits

  • Discretionary Annual Incentive
  • Comprehensive Medical Coverage (Medical, Dental, Vision)
  • Maternal & Parental Leaves
  • Auto & Home Insurance Options
  • Commuter Benefits & Certification Reimbursement
  • Vacation, Sick Leave & Holidays
  • Legal Assistance and 401K Plan
Full Job Description
Must Have Technical/Functional Skills

  • 1+ years of experience building, scaling, and optimizing ML systems
  • 1+ years of experience with data gathering and preparation for ML models
  • 2+ years of experience developing performant, resilient, and maintainable code
  • Experience developing and deploying ML solutions in a public cloud such as AWS, Azure, or Google Cloud Platform
  • 3+ years of experience with distributed file systems or multi-node database paradigms
  • 3+ years of experience building production-ready data pipelines that feed ML models.
  • Experience designing, implementing, and scaling complex data pipelines for ML models and evaluating their performance


Roles & Responsibilities

  • Design, build, and/or deliver ML models and components that solve real-world business problems, while working in collaboration with the Product and Data Science teams.
  • Inform your ML infrastructure decisions using your understanding of ML modeling techniques and issues, including choice of model, data, and feature selection, model training, hyperparameter tuning, dimensionality, bias/variance, and validation).
  • Solve complex problems by writing and testing application code, developing and validating ML models, and automating tests and deployment.
  • Collaborate as part of a cross-functional Agile team to create and enhance software that enables state-of-the-art big data and ML applications.
  • Retrain, maintain, and monitor models in production.
  • Leverage or build cloud-based architectures, technologies, and/or platforms to deliver optimized ML models at scale.
  • Construct optimized data pipelines to feed ML models.
  • Leverage continuous integration and continuous deployment best practices, including test automation and monitoring, to ensure successful deployment of ML models and application code.
  • Ensure all code is well-managed to reduce vulnerabilities, models are well-governed from a risk perspective, and the ML follows best practices in Responsible and Explainable AI.
  • Use programming languages like Python, Scala, or Java.


TCS Employee Benefits Summary:

  • Discretionary Annual Incentive.
  • Comprehensive Medical Coverage: Medical & Health, Dental & Vision, Disability Planning & Insurance, Pet Insurance Plans.
  • Family Support: Maternal & Parental Leaves.
  • Insurance Options: Auto & Home Insurance, Identity Theft Protection.
  • Convenience & Professional Growth: Commuter Benefits & Certification & Training Reimbursement.
  • Time Off: Vacation, Time Off, Sick Leave & Holidays.
  • Legal & Financial Assistance: Legal Assistance, 401K Plan, Performance Bonus, College Fund, Student Loan Refinancing.


#LI-KR3

Salary Range-$110,000-$135,000 a 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.
Learn more about Tata Consultancy Services
Size
469,261 employees
Industry
Information Technology
* Ladders Estimates

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