AI Engineer

Req ID:

We are currently seeking a AI Engineer to join our team in Bangalore, Karnātaka (IN-KA), India (IN).

(Posting Title : AI Engineer)

Primary Skill Set (Core / Must‑Have)

• Strong proficiency in Python for ML pipelines, model serving, automation, and framework development
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• Hands‑on experience with Apache Spark / PySpark for large‑scale data processing, feature engineering, and batch inference
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• Proven experience building and operating end‑to‑end ML pipelines (training, validation, packaging, deployment, monitoring)
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• Experience with config‑driven pipelines and reusable ML frameworks
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• Experience deploying real‑time models exposed as REST APIs
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• Hands‑on knowledge of HTTP‑based model serving (FastAPI, Flask, custom model servers, etc.)
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• Strong understanding of low‑latency requirements, performance tuning, and scaling real‑time inference services
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• Knowledge of streaming technologies such as Kafka, Pub/Sub, Spark Streaming, Logstash, or similar
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Secondary Skill Set (Supporting / Good‑to‑Have)

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• Experience with real‑time or near‑real‑time data ingestion pipelines
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• Understanding of containerization and deployment using Docker, Kubernetes, or equivalent platforms
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• Familiarity with Google Cloud Vertex AI
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• CI/CD for ML, model versioning, reproducibility, governance
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Skill Set

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Category

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Skill

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Primary

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Programming

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Python

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Apache Spark / Spark

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Rest API, FastAPI, Flask, OpenAPI/Swagger, request/response contracts, HTTP status codes, content-type

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High Scalable & secured deployment experience

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Security & Compliance

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Data Store (No SQL and SQL)

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Mongo DB or No SQL, Redis, Big Table

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Big Query

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Stream Processing

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Kafka, Pub/Sub, Spark Streaming

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ML Knowledge

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ML Model Pipelines and Operations

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Secondary

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Platform & Storage

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Google Cloud -vertex AI

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CICD

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Docker, Kubernetes

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S3 Object Storage

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Stream Processing

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Apache Flink

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Apache Beam

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Kafka Connect

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Kafka Connector

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API Gateway

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Apigee Gateway

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About NTT DATA

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NTT DATA is a $30 billion business and technology services leader, serving 75% of the Fortune Global 100. We are committed to accelerating client success and positively impacting society through responsible innovation. We are one of the world's leading AI and digital infrastructure providers, with unmatched capabilities in enterprise-scale AI, cloud, security, connectivity, data centers and application services. our consulting and Industry solutions help organizations and society move confidently and sustainably into the digital future. As a Global Top Employer, we have experts in more than 50 countries. We also offer clients access to a robust ecosystem of innovation centers as well as established and start-up partners. NTT DATA is a part of NTT Group, which invests over $3 billion each year in R&D.