GCP MLOPs (GCP , ML, Vertex AI)
TCS
4 - 9 years
Bengaluru
Posted: 01/03/2025
Job Description
Skill:GCP MLOPs (GCP , ML, Vertex AI)
Location: Bangalore/Kolkata
Experience:4to8yrs
Must have exposure in GCP,Machine Learning, vertex AI. Collaborated with data engineers, and software developers to facilitate the deployment, monitoring, and maintenance
of machine learning models.
Experience in training and deploying AutoML and custom tabular/image models using Vertex AI.
Handson experience in designing, implementing, and maintaining robust data pipelines, data transformation processes, and data storage solutions on GCP, utilizing Apache Beam, Dataflow and BigQuery.
Demonstrated expertise in training, evaluating and tuning ML models in BigQuery.
Hands-on experience with Docker, Kubernetes, Kubeflow and Cloud Build. Successfully created and managed CI/CD pipelines for machine learning model deployment, ensuring automation, and reproducibility with Cloud Build on GCP.
Familiar with security best practices including IAM, Network security and data encryption in GCP.
Experienced in trouble shooting issues across E2E ML lifecycle from data preprocessing to model serving.
Adept with Vertex Ai’s Generative AI studio. Handson experience in using Vertex AI PaLM API, including text-bison, chat-bison, and text embedding-gecko.
Knowledgeable in Prompt engineering design, techniques, and best practices. Skilled in creating prompts for ideation, text classification, text extraction and text summarization.
About Company
Tata Consultancy Services (TCS) is one of the largest multinational IT services and consulting companies in the world, headquartered in Mumbai, India. It operates in over 50 countries and is a part of the Tata Group, India's largest business conglomerate. TCS offers a wide range of services including software development, consulting, digital transformation, and business solutions, serving industries such as finance, healthcare, retail, and telecommunications. Known for its global reach, technological expertise, and innovation, TCS is consistently ranked among the top IT services companies globally.
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