Senior ML Engineer

Adesso SE; Pune District; On-site; INR 1,200,000 - 1,800,000; Full time

Job summary

adesso India is seeking a Senior ML Engineer to build and deploy scalable ML solutions on Google Cloud Platform, leveraging Cortex AI within Snowflake for enterprise-grade outcomes.

You will design and operationalize ML models, work with BigQuery Vector Search, and develop end-to-end ML pipelines using Vertex AI Pipelines, Cloud Build, and Cloud Run.

Qualifications

• Hands-on experience with GCP services: Model Garden, Evaluation, Batch Inference, BigQuery (Vector Search).
• Strong understanding of ML concepts around product similarity, Transformer models, embeddings, and kNN.
• Experience with prompt engineering and Cortex AI on Snowflake.

Responsibilities

• Build and deploy ML solutions using GCP technologies (Model Garden, Evaluation, Batch Inference).
• Leverage BigQuery and Vector Search for large-scale data and similarity search use cases.
• Design ML pipelines with Vertex AI Pipelines, Cloud Build, and Cloud Run jobs.

Skills

GCP services

Product similarity

Transformer models

Embeddings

kNN techniques

Prompt engineering

Cortex AI on Snowflake

Tools

Airflow

dbt

Terraform

IAM

Job description

About the Role

Are you passionate about building intelligent, scalable ML systems on the cloud? We're looking for a Senior ML Engineer to join our team and work on cutting-edge machine learning solutions using Google Cloud Platform and Snowflake's Cortex AI. You'll be part of a team that designs, deploys, and operationalizes ML models that power real business outcomes for our enterprise clients.

What You'll Do

• Build and deploy ML solutions using GCP's Agent Platform — including Model Garden, Evaluation, and Batch Inference (Batch Prediction jobs)
• Work with BigQuery and BigQuery Vector Search to power large-scale data and similarity search use cases
• Design and manage ML pipelines using Vertex AI Pipelines (MLOps), Cloud Build, and Cloud Run jobs
• Develop solutions involving product similarity, Transformer models, embeddings, and kNN-based approaches
• Apply prompt engineering techniques and leverage Cortex AI features within Snowflake
• Collaborate with cross-functional teams to translate business problems into production-ready ML systems

YOUR PROFILE

What You Bring

• Hands-on experience with GCP services: Model Garden, Evaluation, Batch Inference, BigQuery (including Vector Search), Vertex AI Pipelines, Cloud Build, and Cloud Run
• Strong understanding of ML concepts around product similarity, Transformer models, embeddings, and kNN
• Experience with prompt engineering and Cortex AI on Snowflake

Nice to Have

• Experience with Airflow and dbt
• Familiarity with Terraform and data modelling
• Working knowledge of cloud infrastructure, especially Cloud Build, Cloud Run, and IAM

adesso India, 3B-2 Athulya, Third Floor, Wing B, SEZ, Infopark Phase 1, Cochin, Kerala 682042