16 Aug
|
Quantiphi
|
Bengaluru
16 Aug
Quantiphi
Bengaluru
While technology is the heart of our business, a global and diverse culture is
the heart of our success. We love our people and we take pride in catering them
to a culture built on transparency, diversity, integrity, learning and growth.
If working in an environment that encourages you to innovate and excel, not just
in professional but personal life, interests you- you would enjoy your career
with Quantiphi
Role : Architect - Machine Learning
Experience: 7-14 Years
Location: Mumbai/Bangalore
Must have skills & Qualifications:
* 8+ years working in ML/AI engineering or MLOps roles with strong architecture
exposure.
* Strong expertise in AWS cloud-native ML stack, including: EKS (primary), ECS,
Lambda, API Gateway, CI/CD (CodeBuild/CodePipeline or equivalent)
* Hands-on experience with at least one major MLOps toolset and awareness of
alternatives: MLflow, Kubeflow, SageMaker Pipelines, Airflow, BentoML,
KServe, Seldon
* Deep understanding of model lifecycle management (training → registry →
deployment → monitoring).
* Experience implementing or supporting LLMOps pipelines, including: prompt
versioning, evaluation metrics, automation frameworks
* Deep understanding of ML lifecycle: data ingestion, feature engineering,
training, evaluation, model packaging, CI/CD, drift detection, monitoring,
and governance.
* Strong experience with AWS SageMaker (Training, Processing, Batch Transform,
Pipelines, Feature Store, Model Registry, Model Monitor).
* Experience implementing ML CI/CD pipelines including automated training,
testing, validation, model promotion, and endpoint deployment.
* Ability to build energetic and versioned pipelines using SageMaker Pipelines,
Step Functions, or Kubeflow.
* Strong SQL and data transformation experience using Snowflake, Databricks,
Spark, or EMR.
* Experience with feature engineering pipelines and Feature Store management
(SageMaker or Feast).
* Understanding of lineage tracking: training data snapshot, feature versions,
cod
📌 Architect - Machine Learning (MLOps Specialist) (Bengaluru)
🏢 Quantiphi
📍 Bengaluru