Senior Machine Learning Engineer (MLOps & Computer Vision)
Tasks
- Analyze model errors
- Apply data augmentation
- Automate training and validation pipelines
- Build mlops training pipelines
- Design deep learning computer vision models
- Ensure reproducibility and scalability
- Evaluate models using iou precision recall mAP
- Implement mlops versioning and traceability
- Mitigate overfitting with tuning and regularization
- Monitor experiments with mlflow weights biases tensorboard
- Perform hyperparameter optimization
- Prepare and manage datasets
- Track and compare experiments
- Train and optimize deep learning models
Perks/Benefits
Skills/Tech-stack
Bayesian optimization | COCO | CVAT | Computer Vision | Data Augmentation | Dataset versioning | Deep learning | Experiment tracking | GPU Training | Git | Grid Search | Hyperparameter Optimization | IoU | Label Studio | Learning operations | MAP | MLOps | MLflow | Machine Learning | Machine Learning Operations | Overfitting | Precisión | PyTorch | Python | Random Search | Recall | Regularization | Roboflow | TensorBoard | TensorFlow | Ultralytics | Weights and Biases | YOLO
Education
N/A
Related jobs
-
Senior Machine Learning Engineer MXN 721K-800KData Analysis | Data Quality | Experiment design | Exploratory Data Analysis | Feature EngineeringAttractive benefits plan | Major benefits | Personal growth | Statutory benefitsSenior-level Full TimeGlobal Sourcing, Colombia; Global Sourcing, Mexico14h ago
-
Data Engineer ID52278 MXN 239K-269KAWS | Amazon Redshift | DBT | Data Lakehouse | Data LakesFlexible schedule | Mentorship | Remote options | TechtalksMid-level Full TimeLeón de los Aldama, Mexico16h ago
-
Data Engineer ID52278 MXN 239K-269KAWS | Amazon Redshift | DBT | Data Lakes | Data ModelingFlexible schedule | Mentorship | Personalized growth roadmaps | Remote and office options | TechtalksMid-level Full TimeGuadalajara, Mexico16h ago
-
Data Engineer ID52278 MXN 239K-269KAmazon Redshift | Amazon Web Services | DBT | Data Lakes | Data QualityFlextime | Growth roadmap | Mentorship | Office work options | Remote work optionsMid-level Full TimeCiudad de México, Mexico16h ago
-
Data Engineer ID52278 MXN 239K-269KAWS | Amazon Redshift | DBT | Data Lakes | Data ModelingEducation budget | Fitness budget | Flexible schedule | Mentorship | Personalized growth roadmapsMid-level Full TimeQuerétaro, Mexico16h ago
-
Data Engineer ID52278 MXN 239K-269KAWS | Amazon Redshift | DBT | Data Lakes | Data ModelingFlextime | Mentorship | Office option | Personalized growth roadmaps | Remote work optionMid-level Full TimePlayas de Rosarito, Mexico16h ago
-
Data Engineer ID52278 MXN 239K-269KAWS | Amazon Redshift | DBT | Data Architecture | Data LakesFlextime | Mentorship | Office work options | Personalized growth roadmaps | Remote work optionsMid-level Full TimeZapopan, Mexico16h ago
-
Data Engineer ID52278 MXN 239K-269KAWS | Amazon Redshift | DBT | Data Architecture | Data LakeEducation budget | Fitness budget | Flexible schedule | Mentorship | Office optionsMid-level Full TimePuebla (Heroica Puebla), Mexico16h ago
-
Data Engineer ID52278 MXN 239K-269KAWS | Amazon Redshift | DBT | Data Lakes | Data WarehousingEducation budget | Fitness budget | Flextime | Growth roadmaps | MentorshipMid-level Full TimeMonterrey, Mexico16h ago
-
Anomaly Detection | Data Modeling | Data Pipelines | Docker | JavaScript100% remote work | Career growth opportunities | Flexible work environmentMid-level Full TimeMexico R1d ago
-
AI Platform | AWS SageMaker | Agile | Apache Airflow | Azure ReposCareer development | Internal R D projects | International mobility | Knowledge sharing | Personalized trainingMid-level Full TimeCiudad de México1d ago
-
Data Scientist MXN 720K-720KBig Data | Data Analysis | Data Visualization | Exploratory Data Analysis | Feature EngineeringFlexible learning opportunities | Internal R and D projects | International mobility | Knowledge sharing | MentorshipMid-level Full TimeCiudad de México1d ago
-
AWS | Amazon Web Services | Apache Airflow | Apache Spark | AzureEntrepreneurship and intrapreneurship | Internal R and D projects | International mobility | Knowledge sharing | Personalized trainingMid-level Full TimeCiudad de México1d ago
-
Agile | C# | CAN | Change Management | Development LifecycleWork-life balanceMid-level Full TimeGuadalajara, Jal., Mexico1d ago
-
Software Engineer II (AI Development) MXN 330K-420KAWS | Automated testing | Continuous integration | Docker | JavaScriptContinuous learning program | Employer paid dental | Employer paid vision | Employer-paid medical | Language immersion programMid-level Full TimeMexico City, Mexico1d ago
-
Data Analysis | Deep learning | Diffusion Models | Distributed Training | ExperimentationAutonomy and ownership | Career growth | Continuous learning | Flexible work environment | Fully remoteMid-level Full TimeMexico R1d ago
-
Amazon Web Services | Autonomous Agents | DevOps | Docker | KubernetesSenior-level Full TimeMexico City1d ago
-
Computational optimization | Data Curation | Deep learning | Distributed Training | GPU ComputingAccess to high performance GPU clusters | Autonomous work culture | Collaborative global team culture | Flexible work schedule | Fully remoteSenior-level Full TimeMexico R1d ago
-
APIs | AWS | Azure | CI/CD | Cloud platformDirect collaboration | Flexible work environment | Fully remote | Growth opportunitySenior-level Full TimeMexico - Remote R2d ago
-
Banamex - Data Quality Sr Analyst IA/LLM MXN 384K-480KA/B | A/B Testing | AWS | Azure Machine Learning | B testingSenior-level Full TimeACTUARIO ROBERTO MEDELLIN NO. 800 SANTA …2d ago
-
Data Science Expert (Ciudad de México, Cuauhtémoc) MXN 360K-360KAmazon QuickSight | Data Governance | Data Infrastructure | Data Ingestion | Data QualitySenior-level Full TimeTORRE BBVA BANCOMER, Mexico2d ago
-
AWS | CI/CD | Data Modeling | Data Warehousing | EmbeddingsDEI initiatives | Employee development programs | Fully remote option | Healthcare stipend | Mental health recharge daysMid-level Full TimeRemote - Mexico R3d ago
-
Sr AI/ML Engineer (LATAM Remote) MXN 1040K-1300KAWS | Agentic Workflows | Azure | Cloud platform | Computer VisionRemote workSenior-level Full TimeRemote, Guadalajara, Mexico R4d ago
-
.NET | AI Search | AI Services | API Integration | Azure AIMid-level Full TimeMonterrey, Mexico4d ago
-
AI workflows | API Development | Claude | Component-Driven Development | FastAPIEducation budget | Fitness budget | Flextime | Mentorship | Office optionsMid-level Full TimeLeón de los Aldama, Mexico4d ago