מציאת משרת הייטק בחברות הטובות ביותר מעולם לא הייתה קלה יותר
Unity Senior Machine Learning/MLOps Developer Canada, British Columbia, Area F (McConnell Creek/Hatzic Prairie) 83288240
Today
What you'll be doing
- Design, develop, and maintain cloud machine learning pipelines in production for real-time processing and batch processing.
- Influence and craft the direction of a highly scalable machine learning pipeline.
- Collaborate with data scientists to explore, design, and build pre/post-processing ETL pipelines.
- Translate product requirements into a technical design and implement solutions using all resources available to you.
- Build, monitor, and maintain CI/CD workflows for internal software/tools.
- Proficient and strong knowledge in Python, Terraform, cloud platforms (GCP/AWS), Docker, K8, Kafka, Github Actions, serverless, and SQL.
- Familiar with Numpy, Tensorflow, Pytorch, vector DB, neural networks, computer vision, LLM, RAG and general ML concepts.
- Rich experience in building large-scale streaming ETL pipelines, API endpoints, and serverless apps.
- Proficiency in data manipulation and analysis using tools like SQL, BigQuery, Pandas, and/or Spark, along with experience in data visualization and dashboarding.
- Strong interpersonal and communication skills, with successful experience collaborating with distributed teams to deliver complex solutions.
- Experience with distributed computing libraries such as Ray or Dask.
- Experience in A/B testing and statistical analysis.
- Experience with ML monitoring solutions (Prometheus, Grafana, etc) in a public cloud environment (GCP, AWS, Azure).
- Relocation support is not available for this position
- International relocation support is not available for this position
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