Meduzzen

We are looking for a Computer Vision Engineer to join one of our international clients on an outstaff basis.

🎯 Core Responsibilities

• Video Algorithmic Pipelines: Design and stitch together custom video processing workflows (Detection ➔ Multi-Object Tracking ➔ Action Recognition) directly in memory (GPU/CUDA level) to minimize latency.
• Camera Calibration & Homography: Develop robust algorithms for automatic pitch/field line detection, lens distortion compensation, and 2D-to-3D coordinate mapping (homography estimation).
• Advanced Multi-Object Tracking (MOT): Optimize tracking algorithms (Kalman filters, deep embedding matching) to handle dense crowds, severe occlusions, and ID switches under fast-paced sports dynamics.
• Custom Model Adaptation: Fine-tune and structurally modify state-of-the-art CV architectures (YOLO-style detectors, Vision Transformers) specifically for sports domains and low-resolution/far-angle edge cases.

🛠 Technical Requirements

• CV Experience: 2+ years of production-proven commercial experience in Computer Vision, with a heavy focus on Video Analytics.
• Domain Expertise: Solid, demonstrable experience with sports video data, player tracking, or highly dynamic multi-agent scenes.
• Hard Skills:
  • Exceptional Python and deep understanding of PyTorch or TensorFlow.
  • Strong foundation in classical computer vision geometry (projective geometry, epipolar geometry, camera matrices, OpenCV).
  • Hands-on experience with modern tracking frameworks (e.g., ByteTrack, OC-SORT) or writing proprietary tracking logic.
  • Experience optimizing models for inference (TensorRT, ONNX, Triton Inference Server).
• Engineering Mindset: Ability to profile vision algorithms, identify execution bottlenecks, and optimize for throughput/latency without losing precision.

About the Project

We are looking for a Data Analyst to join an international project focused on large-scale data aggregation and operational support. This role combines data analysis with operational responsibilities, offering an opportunity to work closely with both internal teams and the client.

Responsibilities

• Analyze large datasets and provide actionable insights.
• Validate business hypotheses and support data-driven decision-making.
• Write, optimize, and maintain SQL queries.
• Investigate client-reported issues and perform data validation.
• Conduct root cause analysis and assist in resolving operational incidents.
• Support day-to-day operational processes and client requests.
• Collaborate with cross-functional teams and stakeholders.

Requirements

• Solid knowledge of SQL, Python, and Excel.
• Strong self-management and ability to work autonomously.
• Experience working in distributed or remote teams.
• Ability to operate effectively in a dynamic, operational environment.

• Flexibility to occasionally support business needs outside standard working hours.

   

Working Conditions

• Working schedule: Sunday–Thursday (Ukraine time zone).
• Strong focus on information security and data confidentiality.

Hiring process

1. HR interview
2. Logic assessment
3. Python assessment 
4. Technical interview
5. Client interview

We are looking for an experienced Business Analyst to join an AI-powered healthcare automation project.
You will work closely with business stakeholders and the technical team to understand existing processes, identify opportunities for automation, and translate business needs into clear requirements for developers and AI engineers.
Responsibilities
 

• Gather and analyze business requirements through stakeholder interviews and workshops.
   
• Map and document business processes, workflows, and data flows.
   
• Identify opportunities for process improvement and AI automation.
   
• Prepare functional requirements, use cases, user stories, acceptance criteria, and process diagrams.
   
• Work closely with developers, AI engineers, and project stakeholders throughout implementation.
   
• Analyze integrations and data flows between different systems.
   
• Support UAT and validate that implemented solutions meet business requirements.
   
• Help evaluate AI-generated outputs and identify gaps or edge cases.
   

Requirements
 

• 3+ years of experience as a Business Analyst / System Analyst in software projects.
   
• Strong experience with requirements gathering and business process analysis.
   
• Experience creating workflow/process diagrams and functional documentation.
   
• Understanding of APIs, integrations, data flows, and JSON.
   
• Experience working directly with clients and technical teams.
   
• Strong analytical and communication skills.
   
• Upper-Intermediate English or higher.
   

Nice to Have
 

• Experience in Healthcare / HealthTech / Health IT / Revenue Cycle Management (RCM).
   
• Understanding of healthcare insurance or payer-related processes.
   
• Experience with EMR/EHR systems, HIPAA, or healthcare integrations.
   
• Experience with AI/LLM products, AI agents, RAG, or workflow automation.
   
• Familiarity with FHIR or healthcare APIs.
   
• Experience with UAT and formal requirements documentation (SRS/BRD).
   

We are primarily looking for a strong Business Analyst who is comfortable working with complex business processes and technical integrations.
Healthcare and AI experience are a strong advantage, but we are also open to candidates from other domains who can quickly understand complex workflows and communicate effectively with both business and technical teams.