GCP MLOPs (GCP , ML, Vertex AI)

TCS

4 - 9 years

Bengaluru

Posted: 01/03/2025

Job Description

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.

Location
Bangalore
Job Function
TECHNOLOGY
Role
Developer
Job Id
350098
Desired Skills
Big Data
Desired Candidate Profile
Qualifications : BACHELOR OF COMPUTER SCIENCE

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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