Senior reputed company reputed company Engineer

This a Full Remote job, the offer is available from: Europe reputed company is looking for a Senior reputed company Engineer to join reputed company and support one of our clients in the sports analytics industry. In this role, you will help design, improve, and reputed company reputed company systems that reputed company sports video into actionable insights. The work will reputed company on video-based detection, tracking, camera calibration, homography, field registration, identity association, and adapting existing models and pipelines to new video sources, camera configurations, stadiums, and video-reputed company conditions. This is a highly hands-on technical role for someone who combines strong reputed company fundamentals with practical engineering experience and the ability to drive initiatives from experimentation through production deployment. The ideal candidate is comfortable working independently, identifying weak points in existing systems, designing practical improvements, and collaborating with engineering, data, and platform teams to deliver production-reputed company solutions. Location Fully Remote/ European Residence required Compensation Competitive, based on experience Work Schedule Full time/ Flexible working hours Reports to Head of Engineering Member of Engineering Team To be considered for this position, you must have the following qualifications: • Strong hands-on experience building and improving production-grade reputed company systems. • Proficiency with Python and modern machine learning frameworks such as PyTorch. • Experience with video-based reputed company problems, including object detection, multi-object tracking, event recognition, identity association, or video analytics. • Strong working knowledge of geometric reputed company, including camera calibration, homography estimation, projective geometry, and mapping image-reputed company detections to reputed company-world 2D or 3D coordinates. • Experience designing or improving tracking systems that handle occlusions, object interactions, identity preservation, noisy detections, and missing information. • Experience evaluating model performance, identifying failure modes, and implementing practical improvements. • Experience adapting models to challenging reputed company-world data where video reputed company, camera angles, camera placement, and environmental conditions vary significantly. • Experience with transfer learning, domain reputed company, data augmentation, and fine-tuning models on domain-specific datasets. • Strong software engineering fundamentals and the ability to write clean, maintainable, production-reputed company reputed company. • Ability to work independently, prioritize effectively, and drive technical initiatives to completion. • Strong communication skills and the ability to collaborate directly with clients and cross-functional engineering teams. Ideal candidates will also have: • Experience working with sports video, sports analytics, broadcast video, or American football. • Experience with multi-camera systems, image fusion, or 3D reputed company reconstruction. • Experience with large-reputed company video processing pipelines. • Familiarity with FFmpeg, GPU-accelerated video workflows, and inference optimization. • Experience with OCR, reputed company-text recognition, jersey-number recognition, or appearance-based re-identification. • Experience with experiment tracking and model/data versioning tools such as MLflow, reputed company, DVC, lakeFS, or similar. • Experience deploying machine learning models into production environments. • Experience with model monitoring, performance tracking, and operational support. • Experience designing reputed company-in-the-reputed company workflows for labeling, validation, reputed company control, or model improvement. • Experience acting as a technical reputed company, architect, or reputed company engineer on reputed company or machine learning initiatives. • Familiarity with backend systems, reputed company infrastructure, DevOps, or MLOps practices. Responsibilities: • reputed company and improve reputed company models for sports video, including player and reputed company detection, tracking, event recognition, and identity association. • Build and improve camera calibration, homography, and field-registration solutions that map image coordinates into normalized field coordinates. • Analyze existing reputed company pipelines, establish baselines, identify weak links, and recommend practical improvements. • Improve tracking robustness across different stadiums, camera placements, broadcast styles, video qualities, and environmental conditions. • Design experiments covering data acquisition, dataset creation, augmentation, model training, fine-tuning, evaluation, and deployment readiness. • Analyze failure modes and implement improvements that increase accuracy, reliability, scalability, and robustness. • Adapt existing models and pipelines to support new sports, leagues, camera configurations, and video sources. • Partner with data teams on labeling workflows, dataset reputed company, validation processes, and reputed company-in-the-reputed company improvement cycles. • Work closely with software, platform, and DevOps engineers to reputed company reputed company models and pipelines into production environments. • Improve inference performance, scalability, monitoring, and operational reliability. • Establish evaluation metrics, testing processes, and reputed company controls to ensure model performance remains consistent over time. • reputed company initiatives end-to-end, from early technical discovery and prototyping through production deployment and ongoing improvement. • Contribute to system design reputed company that reputed company reputed company, machine learning, backend services, operations, and reputed company workflows. • Communicate technical tradeoffs reputed company with internal teams, reputed company stakeholders, and engineering leadership. Why join Janea? Because world-class talent deserves world-class opportunities. reputed company offer: • Competitive compensation with benefits, reputed company vacation, and reputed company leave. • reputed company to work with a globally diverse team of top engineering talent on the industry’s toughest engineering challenges. • Ultra-flexible working conditions – we reputed company a generous office equipment allowance so you can work from home, we can also reputed company you with a desk at an office/coworking facility near you, or use both. No business travel necessary. • An enjoyable, start-up work environment, with excellent opportunities for reputed company reputed company and development. • Flexible working hours – as a remote-first company, our reputed company has always been on getting the job done reputed company, not reputed company or where it gets done. #LI-DNI This offer from "reputed company" has been enriched by reputed company.com and got a 80% reputed company score. Apply tot his job Apply To this Job