Tata Consultancy Services · 8 hours ago
Engineer
Dallas, TX
Full-time
Onsite
Mid Level
$100K/yr - $130K/yrTata Consultancy Services is seeking a highly skilled and passionate Databricks Machine Learning Engineer to build scalable ML pipelines and manage model lifecycle with MLflow. The role involves collaborating with data scientists and engineers to gather requirements, develop feature engineering techniques, and implement ML best practices.
Business Information SystemsConsultingInformation TechnologyIT Management
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
Qualification
Required
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 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
Company
Tata Consultancy Services
Tata Consultancy Services is a business solutions company that specializes on information technology services and consulting.
Founded in 1968
10001+ employees
H1B Sponsorship
Tata Consultancy Services has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
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2025 (7880)
2024 (9690)
2023 (8537)
2022 (11159)
2021 (9813)
2020 (11984)
Funding
Current Stage
Public CompanyTotal Funding
unknown2004-08-25IPO
Leadership Team
K. Krithivasan
Chief Executive Officer & Managing Director
Aarthi Subramanian
President and Chief Operating Officer
Recent News
2025-12-31
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2025-12-31
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2025-12-29
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