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Senior ML/Data Ops Engineer II
Tabby
Remote
SAR 224,000 - 300,000
Full time
Yesterday
Be an early applicant

Job summary

A leading fintech company in the GCC region is looking for a candidate with deep expertise in ML serving, specifically in optimizing high-throughput systems. The role requires handling large-scale model management and involves responsibilities such as designing CDC pipelines and conducting load testing. Applicants should have strong skills in Linux, Docker, and Kubernetes. This is a fully remote position offering a flexible work environment, innovative projects, and opportunities for professional growth.

Benefits

Up to 20% tax allowance
22 paid leave days annually
Stock options (ESOP)
Flexi benefits for wellness, travel, or learning
Relocation support for select hubs

Qualifications

  • Deep expertise in high-throughput serving techniques.
  • Hands-on experience with large-scale models and optimization.
  • Strong Linux and Kubernetes capabilities are required.

Responsibilities

  • Optimize high-throughput serving using advanced tools.
  • Design and maintain CDC pipelines for data synchronization.
  • Conduct load testing for GenAI applications to ensure performance.

Skills

High-throughput serving
Docker optimization
Linux systems expertise
Kubernetes management
CI/CD pipelines
Load testing GenAI applications
Python/Bash scripting
English B2 or higher

Tools

Linux
Docker
Kubernetes
GCP
Datadog
Terraform
Apache CDC
ClickHouse
Airflow
Ansible
TensorRT-LLM
vLLM
Job description

Tabby creates financial freedom in the way people shop, earn and save by reshaping their relationship with money. Over 15 million users choose Tabby to stay in control of their spending and make the most out of their money.

The company’s flagship offering allows shoppers to split their payments online and in-store with no interest or fees. Over 40,000 global brands and small businesses, including Amazon, Noon, IKEA, and SHEIN use Tabby to accelerate growth and gain loyal customers by offering easy and flexible payments online and in stores.

Tabby generates over $10 billion in annual transaction volume for its partner brands and is the highest-rated, most-reviewed, largest, and fastest-growing FinTech in the GCC region.

Tabby launched in 2019 and has since raised +$1 billion in equity and debt funding from global and regional investors, and is now valued at $4.5 billion.

  • Department: Infrastructure
  • Employment Type: Full Time
  • Location: Remote
  • Workplace type: Fully remote
  • Reporting To: Evgenii Perepelkin
Key Skills and Responsibilities

LLM Serving & Model Management:

  • Deep expertise in high-throughput serving using vLLM, NVIDIA TensorRT-LLM, and sglang to minimize latency and maximize hardware efficiency.
  • Hands-on experience deploying and optimizing large-scale open-weights models, specifically DeepSeek 3.1/3.2, Qwen, and GPT-OSS variants.
  • Advanced optimization and security hardening of Docker specifically for GPU environments.
  • Managing model weights and orchestration within Kubernetes (GKE) environments.
  • Real-Time Data Engineering & CDC: Designing and maintaining high-throughput CDC (Change Data Capture) pipelines using the Apache ecosystem (e.g., Debezium, Kafka) to sync data from Cloud PostgreSQL.
  • Deploying and tuning ClickHouse for real-time analytics, ML feature storage, and high-speed logging.
  • Orchestrating complex ML data workflows using Airflow (Google Cloud Composer) to ensure data reliability. Must

Core Infrastructure & Networking:

  • Strong Linux systems expertise including internals, networking, and performance tuning for large-scale distributed systems.
  • Experience with Istio service mesh to manage microservices communication and traffic.
  • Provisioning and maintaining dedicated GPU nodes (A100/H100/H200/B200), including driver management and OS-level tuning using Ansible.
  • Solid Kubernetes expertise: controllers, CRDs, CNI, and Ingress.
  • CI/CD & Tooling:
  • Implementing pipelines as code within GitLab CI, managing runners, caching, and security scanning.
  • Infrastructure as Code with Terraform and Terragrunt.
  • Proficiency in Python/Bash for building custom automation and AI Agent tooling.

Load Testing & Observability:

  • Conducting rigorous load testing for GenAI applications, focusing on metrics like TTFT, TPS, and RPS.
  • Deploying and managing LiteLLM Gateway for unified API access, load balancing, and cost tracking.
  • Experience with Datadog for monitoring GPU utilization, inference health, and log pipelines.

Soft Skills:

  • Strong ownership mindset: balancing speed, reliability, and cost.
  • Comfortable working cross-functionally with developers, security, and compliance.
  • Excellent sense of responsibility and accountability.
  • English B2 or higher.

Nice to Have: Experience with PCI-DSS, SOC2, or regulations compliance environments.

Our Tech Stack: Linux, Docker, Kubernetes, GCP (GKE, Cloud PostgreSQL), Datadog, GitLab, Apache CDC, ClickHouse, Airflow, Istio, Terraform, Terragrunt, Ansible, vLLM, TensorRT-LLM, sglang, LiteLLM, DeepSeek, Qwen, Go, Python

What we offer
  • Full-time B2B contract
  • Fully remote setup, work from anywhere in Europe
  • Up to 20% tax allowance
  • 22 paid leave days annually
  • Stock options (ESOP) in a fast-scaling, pre-IPO company
  • Flexi benefits you can use for wellness, travel, or learning
  • Work alongside a high-performing, international engineering team in a global fintech unicorn

Relocation support is available to our hubs in Armenia, Georgia, Serbia, and Spain, including flights, temporary accommodation, and legal setup.

About Tabby

Tabby creates financial freedom in the way people shop, earn and save, by reshaping their relationship with money.

The company’s flagship offering allows shoppers to split their payments online and in-store with no interest or fees. Over 32,000 global brands and small businesses, including Amazon, Noon, IKEA and Shein use Tabby to accelerate growth and gain loyal customers by offering easy and flexible payments online and in stores.

Tabby has generated over $7 billion in transaction volume for its partner brands and has the highest rated, most reviewed, largest and fastest growing app of any fintech in the GCC region.

Tabby launched operations in 2020 and has raised +$1 billion in equity and debt funding from global and regional investors.

Not quite right? Register your interest to be notified of any roles that come along that meet your criteria.

Our Hiring Process
  1. Stage 1: Applied
  2. Stage 2: Review
  3. Stage 3: HR call @Tabby
  4. Stage 4: Technical interview @Tabby
  5. Stage 5: Final interview @Tabby
  6. Stage 6: Hired
  • ...

* The salary benchmark is based on the target salaries of market leaders in their relevant sectors. It is intended to serve as a guide to help Premium Members assess open positions and to help in salary negotiations. The salary benchmark is not provided directly by the company, which could be significantly higher or lower.

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