Senior C++ Engineer (ML Infrastructure & MLOps)

Svitla Systems Inc. is looking for a Senior C++ Engineer - ML Infrastructure & MLOps for a full-time position (40 hours per week) in Europe. Our client is designing a standardized and sustainable mobility system that leverages automation to improve urban transport efficiency.

Note: Meetings with the client are held in the morning PST (evening hours in Europe). Overlap till 19:00 CET is required.

Project description:

The Perception Team develops intelligent systems that provide situational awareness and ensure safe, reliable operation across the network. Key Focus Areas:

• Safety & Certification: Design and document safety-critical components aligned with industry and certification standards.

• System Integration: Implement perception and decision-making functionality on prototype platforms and validate real-world performance.

• Reliability & User Experience: Enhance system resilience, stability, and overall comfort of operation.

• Data & Testing: Manage large-scale data collection, testing, and demonstration activities to verify capabilities and support production deployment.

Requirements:

• 5+ years of experience in Modern C++ software design and development.

• Experience with large multimodal datasets and their curation.

• Self-starter - experience developing a solution end-to-end, starting from vague requirements in a cross-team collaborative environment.

• Experience with ML

• ML model deployment in production-grade C++ software stacks

• Good communication skills and a collaborative mindset.

• Experience with ETL, or other cloud-related experience (e.g., MLFlow, Argo workflow, dashboards)

Desirable Skills:

• Robotics and/or autonomous driving platform experience

• Implementation of end-to-end test and metrics workflows, and dashboards

• Implementation of analytics and insight tools for AD datasets

• Familiarity with containerization (Docker) and orchestration (Kubernetes).

• Familiarity with cloud platforms like AWS, GCP, or Azure.

• Hands-on experience with ML platforms (e.g., MLflow, SageMaker, Valohai, or equivalent).

• Experience in building 3D Visualization tools for LiDAR point cloud data

Responsibilities:

• Introducing and customizing automation into data extraction and labeling pipelines.

• Design and improve metrics pipelines and create monitoring dashboards to track the performance of perception systems in production.

• Build and maintain infrastructure and ETL pipelines for training, validating, and deploying ML models. 

• Build and maintain infrastructure for interfacing with third-party labeling companies.

• Ensure reproducibility, traceability, and observability of Perception workflows.

We offer:

• US and EU projects based on advanced technologies.

• Competitive compensation based on skills and experience.

• Regular performance appraisals to support your growth.

• Flexibility in workspace, either remote or our welcoming office.

• Bonuses for article writing, public talks, other activities

• Generous time off, including vacation, national holidays, sick leaves, and family days.

• Personalized learning programs tailored to your interests and skill development.

• Free tech webinars and meetups organized by Svitla.

• Regular corporate online activities.

• Awesome team and a friendly, supportive community!