Machine Learning Workflow Architect
3 days ago
Revolutionize Machine Learning Workflows
We are seeking an experienced Senior Machine Learning and MLOps Engineer to join our Data Services and Moderation team at Unity Ads. This pivotal role will focus on designing, developing, and deploying innovative deep learning and LLM/RAG solutions to enhance our ad moderation efforts.
In this position, you will collaborate with data scientists, software engineers, and product managers to craft, develop, and maintain cloud-based machine learning pipelines for both real-time and batch processing.
Your Key Responsibilities
- Develop and maintain cloud-based machine learning pipelines for real-time and batch processing.
- Collaborate with data scientists to design and construct effective ETL pipelines.
- Work closely with cross-functional teams to translate product requirements into technical designs.
- Implement solutions utilizing all available resources.
- Build, monitor, and sustain CI/CD workflows for internal software and tools.
What We Seek
- Proficiency in Python, Terraform, cloud platforms (GCP/AWS), Docker, Kubernetes, Kafka, GitHub Actions, serverless architecture, and SQL.
- Familiarity with Numpy, TensorFlow, PyTorch, vector databases, neural networks, computer vision, LLM, RAG, and fundamental ML concepts.
- Extensive experience in constructing large-scale streaming ETL pipelines, API endpoints, and serverless applications.
- Strong data manipulation and analysis skills using SQL, BigQuery, Pandas, or Spark.
- Excellent interpersonal and communication skills.
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