Snowflake ML Consultant | Client Workshops & MLOps Lead

Infinite Services Inc.; Warszawa; Remote; PLN 150,000 - 230,000; Part time

Job summary

Infinite Services Inc. is seeking an experienced Snowflake ML Engineer to lead hands-on workshops for client teams, analysts, and data scientists. You will translate complex ML concepts into practical guidance and help implement end-to-end pipelines on Snowflake, not just theory.

Ideal candidates combine strong algorithm knowledge with MLOps experience, know Snowflake Notebooks, SPCS, Feature Store and governance, and can communicate clearly in a client-facing role in a remote Poland setting.

Qualifications

• Strong grasp of core algorithms (regression, tree-based models, gradient boosting, clustering, time series) and the Python ML stack (pandas, scikit-learn, XGBoost/LightGBM, SHAP).
• Hands-on experience with the full model lifecycle: feature engineering, training, versioning, reproducible pipelines, CI/CD, scheduled inference, and drift monitoring, using tools such as MLflow and Git.
• Experience in implementing MLOps with model retraining workflows and production model serving.
• Proven delivery experience with Snowflake ML, Snowflake Notebooks on Container Runtime, inference services on Snowpark Container Services (SPCS), Feature Store, Model Registry, Experiments, and Model Monitors.
• Understanding of model risk management, explainability, model versioning, observability and lineage, and Snowflake governance (RBAC, masking and row-access policies, Horizon).

Responsibilities

• Lead hands-on workshops for clients’ users, analysts, and data scientists.
• Collaborate on client engagements and translate technical findings into practical recommendations.
• Assist with deployment and governance aspects of ML models on Snowflake.
• Mentor and transfer knowledge to client teams during engagements.

Skills

Core ML algorithms

Python ML stack

Model lifecycle

MLOps

Snowflake ML stack

Snowflake governance

Effective client communication

Tools

MLflow

Git

Snowpark / SPCS

Feature Store / Model Registry

Job description

Infinite Services Inc. is seeking an experienced Snowflake ML Engineer to lead hands-on workshops for client teams, analysts, and data scientists. You will translate complex ML concepts into practical guidance and help implement end-to-end pipelines on Snowflake, not just theory.

Ideal candidates combine strong algorithm knowledge with MLOps experience, know Snowflake Notebooks, SPCS, Feature Store and governance, and can communicate clearly in a client-facing role in a remote Poland setting.