Senior Data Scientist - Computer Vision

Endava; Monterrey; Vor Ort; MXN 900.000 - 1.100.000; Vollzeit

Benefits dieser Stelle

Competitive salary

Share plan

Career coaching

Hybrid work

Wellbeing program

Zusammenfassung

Endava is seeking a Senior Data Scientist specializing in Computer Vision to join a world-class sports performance solution in Monterrey. The role focuses on designing, developing, and deploying CV systems to analyze complex movements from video, with ownership of technical decisions and client collaboration.

You will work on production-grade models, 2D pose estimation, motion analysis, and temporal modeling, using Python and PyTorch, while communicating effectively with technical and

Qualifikationen

• Hands-on experience deploying computer vision systems to production.
• Object and people detection in video data.
• Motion analysis and complex movement understanding.
• 2D pose estimation or equivalent motion analysis techniques.
• Proficiency in Python and PyTorch for DL model development.
• Experience training, fine-tuning, and evaluating DL models.
• Dataset curation, annotation workflows, and evaluation metrics.
• Experience with video featuring fast movements, motion blur, occlusions.
• Ability to design technical solutions independently and justify choices.
• Strong written and verbal English communication with clients.

Aufgaben

• Design, develop, and deploy advanced CV solutions to analyze movements from video.
• Own technical solutions and make informed decisions in collaboration with client teams.
• Communicate complex trade-offs clearly to technical and non-technical stakeholders.
• Work with production pipelines to ensure robust model performance in real-world data.
• Contribute to proposal work and technical leadership during projects.

Kenntnisse

Python

PyTorch

Computer Vision

Pose Estimation

Motion Analysis

Temporal Modeling

Deep Learning

Deployment

Data Curation

Model Evaluation

English Proficiency

Jobbeschreibung

Technology is our how. And people are our why. For over two decades, we have been harnessing technology to drive meaningful change.
By combining world-class engineering, industry expertise and a people-centric mindset, we consult and partner with leading brands from various industries to create dynamic platforms and intelligent digital experiences that drive innovation and transform businesses.
From prototype to real-world impact - be part of a global shift by doing work that matters.

Job Description

We are seeking a highly skilled and motivated Senior Data Scientist specializing in Computer Vision and complex motion analysis to work on a world-class sports performance solution.

The role involves designing, developing, and deploying advanced computer vision solutions to analyze and interpret complex movements from video. You will work closely with the client's team, taking ownership of technical solutions, making informed technical decisions, and communicating effectively with both technical and non-technical stakeholders.

Qualifications

• Hands-on experience developing and deploying computer vision systems to production.
• Object and people detection.
• Motion analysis and understanding of complex movement patterns.
• 2D pose estimation or other advanced motion analysis techniques.
• Temporal modeling across video sequences.
• Proficiency in Python and PyTorch.
• Experience training, fine-tuning, and evaluating deep learning models.
• Comfortable with dataset curation, annotation workflows, and model evaluation metrics.
• Experience working with video involving complex or fast movements, including challenges such as high frame rates, motion blur, and occlusions.
• Experience with custom pose estimation approaches, including developing or adapting existing models, skeleton structures, or keypoint definitions.
• Ability to independently design technical solutions, evaluate different approaches, and make informed technical decisions.
• Strong problem-solving skills, technical ownership, and the ability to work with minimal supervision.
• Excellent written and verbal communication skills in English, with the ability to explain technical decisions, discuss trade-offs, and collaborate directly with client teams.

Strong Plus:

• Experience with 3D pose estimation or 2D-to-3D pose lifting from video.
• Experience generating and rendering synthetic data for model training.

Nice to Have

• Familiarity with biomechanics, human movement analysis, or movement screening.
• Experience working in a Microsoft Azure environment.
• Previous experience with Sports AI or sports performance analytics.

Additional Information

Discover some of the global benefits that empower our people to become the best version of themselves:

• Finance: Competitive salary package, share plan, referral bonus;
• Career Development: Career coaching, global career opportunities, non-linear career paths, internal development programmes for management and technical leadership;
• Learning Opportunities: Complex projects, rotations, internal tech communities, training, certifications, coaching, online learning platforms subscriptions, pass-it-on sessions, workshops, conferences;
• Work-Life Balance: Hybrid work and flexible working hours, employee assistance programme;
• Health: Global internal wellbeing programme, access to wellbeing apps;
• Community: Global internal tech communities, hobby clubs and interest groups, inclusion and diversity programmes, events and celebrations.

At Endava, we’re committed to creating an open, inclusive, and respectful environment where everyone feels safe, valued, and empowered to be their best. We welcome applications from people of all backgrounds, experiences, and perspectives—because we know that inclusive teams help us deliver smarter, more innovative solutions for our customers. Hiring decisions are based on merit, skills, qualifications, and potential. If you need adjustments or support during the recruitment process, please let us know.