Senior AI/MLOps Engineer
6 days ago
Overview
Tarana Wireless is seeking a highly skilled Senior AI/MLOps Engineer to join our team. As a key member of our organization, you will be responsible for designing and implementing end-to-end AI/ML systems, ensuring high data quality and reliability in our data warehouse, and developing improved model workflows.
Key Responsibilities
- Design and implement AI/ML systems, including data engineering, model training, evaluation, deployment, and monitoring.
- Collaborate with data scientists and cloud system data engineers to ensure high data quality and reliability in our data warehouse.
- Develop and implement improved model workflows, including EDA, feature engineering, training, evaluation, deployment, and monitoring.
- Implement versioning, observability, and reporting for AI/ML systems.
- Monitor efficiency, cost, performance, and reliability of AI/ML systems.
- Work with software and DevOps engineers to build out GitOps pipelines for new APIs, clusters, and tools.
- Implement deployment tools, security, observability, and alerting for AI/ML systems.
Requirements
- BS or higher in Computer Science, MS preferred.
- 5-12 years of experience building large-scale ML/AI models and systems.
- Strong understanding of software systems and programming, with and without assistance from a LLM.
- Strong Python, Spark, Pandas, and SQL skills. Scala and Rust are a bonus.
- Strong knowledge of cloud platforms such as AWS, Azure, or Google Cloud and experience with infrastructure-as-code tools like Terraform or CloudFormation.
- Proficiency in containerization technologies such as Docker and container orchestration platforms like Kubernetes.
- Experience with CI/CD tools such as GitLab CI/CD, Github Actions, or CircleCI.
- Familiarity with schema design and data warehouse architectures.
- Familiarity with machine learning frameworks and libraries such as PyTorch, Tensorflow, and scikit-learn.
- Understanding of DevOps/Agile/Lean core principles and how to apply them.
- Strong problem-solving and troubleshooting of complex systems.
- Experience with ML workflow tools such as MLflow, MetaFlow, and/or Kubeflow.
- Experience with monitoring, metrics, and logging model performance and data pipelines (Prometheus, Grafana, etc.).
What We Offer
- Competitive salary range: $180,000 to $240,000.
- Medical, dental, and vision benefits.
- 401K match.
- Flexible time off.
- Stock options.
About Us
Tarana Wireless is a pioneering company that has been on a mission to accelerate the pace of bringing fast and affordable internet access to the 90% of the world's households who can't get it. We've created an entirely unique next-generation fixed wireless access technology, powering our first commercial platform, Gigabit 1 (G1). It delivers a game-changing advance in broadband economics in both mainstream and underserved markets, using either licensed or unlicensed spectrum. We're headquartered in Milpitas, California, with additional research and development in Pune, India.
We're looking for world-class problem solvers who can carry on our tradition of customer obsession and ground-breaking innovation. If you want to help make a real difference in this world, apply now
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