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Tekgence Inc
Senior Machine Learning Engineer

Senior Machine Learning Engineer

On site

Toronto, Canada

Senior

Freelance

11-09-2025

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Skills

Python Bash Scala SQL Data Engineering CI/CD DevOps Docker Kubernetes Monitoring Jenkins Training Machine Learning PyTorch Scikit-Learn TensorFlow Programming Google Cloud Platform cloud platforms GCP Data Science Keras PySpark Prometheus Grafana

Job Specifications

Senior Machine Learning Engineer

Toronto

Contract

3 Days Onsite

Skill required:

1. Cloud Platforms & Services (Google Cloud):

o Google Cloud Platform (GCP) services: AI Platform (Vertex AI), Cloud Storage, BigQuery, Cloud Functions, Cloud Pub/Sub, Cloud Build, Airflow, and Cloud Run.

o Element Platform visibility

2. ML & Data Engineering:

o Understanding of ML concepts and LLM's (training, validation, hyperparameter tuning, evaluation).

o Experience with TensorFlow, Keras, PyTorch, and scikit-learn.

o Data preprocessing, ETL, and data pipelines using pyspark/Scala using serverless dataproc

3. CI/CD for ML (MLOps):

o Knowledge of CI/CD tools Looper pro/Jenkins.

o Model versioning, continuous training, and deployment using Vertex AI pipelines.

4. Automation & Scripting:

o Strong programming skills in Python, Bash, and SQL

o Automation of workflows and ML pipelines.

5. DevOps & Containerization:

o Kubernetes (GKE) and Docker for containerization and orchestration.

o Good to have Helm charts and YAML for Kubernetes deployments.

6. Monitoring & Observability:

o Cloud Monitoring, Cloud Logging, Prometheus, and Grafana for monitoring and alerting.

o Model performance monitoring with Vertex AI Model Monitoring.

7. Security & Compliance:

o Understanding of VPC, firewall rules, and service accounts.

o Managing secrets using Secret Manager.

8. Data Science

o Must understand general data science methods and the development life cycle

About the Company

We accelerate business transformation by solving complex technology, business and talent challenges. A digital transformation Partner and Global consulting firm transforming clients business, operating and technology models for the digital era. Strong experience to support the industry providing change management and business process improvement services with a specialist knowledge in Procurement, Supply Chain and Logistics. Know more