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Tufin

Senior Backend Engineer (AI team)

Reposted 11 Days Ago
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Remote or Hybrid
Hiring Remotely in Tel Aviv
Senior level
Remote or Hybrid
Hiring Remotely in Tel Aviv
Senior level
Design and maintain backend systems for AI ML features, collaborating with data scientists and ensuring scalable deployments and performance optimization.
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Description

We are looking for a Senior Backend Engineer to join our AI/ML team. In this role, you’ll work closely with data scientists to transform cutting-edge machine learning models into scalable, production-ready services. You will take ownership of designing, building, and maintaining the backend systems that power our AI-driven features.

This is a key position that bridges the gap between data science and production engineering, ensuring high performance, reliability, and maintainability of our ML-powered products.

Responsibilities

  • Collaborate with data scientists to understand modeling outputs and convert them into deployable services.
  • Design and develop robust, scalable backend systems and microservices to support AI use cases.
  • Own the deployment and monitoring of ML models in production (with CI/CD, logging, observability).
  • Implement data processing pipelines in support of model training and inference.
  • Ensure software adheres to best practices in architecture, testing, and documentation.
  • Optimize model inference for latency, throughput, and resource efficiency.
  • Contribute to design decisions and technical strategy alongside AI and infrastructure leads.


Requirements
  • 5+ years of experience as a backend/software engineer, preferably in Python, Go, or Java.
  • Strong experience with designing APIs, building microservices, and integrating third-party services.
  • Familiarity with ML workflows: model serving, feature extraction, and batch vs real-time inference.
  • strong architectural/design skills, including working with message queues like Kafka, relational and NoSQL databases, and distributed systems.
  • Experience deploying services in containerized environments (e.g., Docker, Kubernetes).
  • Proficient with cloud-native tools or on-prem equivalents (e.g., logging, tracing, metrics).
  • Knowledge of data processing frameworks (e.g., Pandas, Spark, Airflow) is a plus.
  • Comfortable reading and working with Python-based ML code (scikit-learn, TensorFlow, PyTorch, etc.).
  • Strong ownership mindset and a collaborative attitude.

Nice to Have

  • Experience with model versioning and ML serving frameworks (e.g., MLflow, Seldon, Triton).
  • Understanding of data privacy/security implications in model and data pipelines.
  • Experience working in cross-functional teams with data scientists and product owners.


Top Skills

Airflow
Docker
Go
Java
Kafka
Kubernetes
Mlflow
Pandas
Python
PyTorch
Seldon
Spark
TensorFlow
Triton

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