Senior ML Ops Engineer - Dallas, TX
Tasks
- Deploy machine learning models
- Design end to end scalable ML systems
- Develop statistical modeling
- Evaluate machine learning models
- Generate model metrics
- Identify system bottlenecks
- Implement CI/CD pipelines
- Implement scalable ML systems
- Manage containers using Kubernetes
- Monitor machine learning models
- Optimize machine learning models
- Provision infrastructure with Terraform
- Prune models
- Quantize models
Perks/Benefits
- 401k retirement plan
- Medical, dental, vision benefits
- Paid Holidays
- Paid time off
- Variable pay/incentives
Skills/Tech-stack
Apache Spark | Big Data | CI/CD | Containerization | Docker | Evaluation | GCP | Hadoop | Infrastructure as Code | Java | Kubernetes | MLOps | Machine Learning | Metric Generation | Model Deployment | Model Monitoring | On-device Machine Learning | Prompt engineering | Pruning | PyTorch | Python | Quantization | Statistical modeling | TensorFlow | Terraform | “as-code”
Education
N/A
Related jobs
-
Featured Feat. Associate Director, Data Labs USD 167K-167KAWS | Cloud Computing | Compute Infrastructure | Data Analysis | LLM GovernanceConference speaking opportunities | Hybrid work schedule | Media appearancesSenior-level Full TimeWashington, District of Columbia, 20004, United … R10d ago
-
Director, Data Science: Data Science Tools USD 125K-211KAirflow | Bash | Celery | Dash | DatabricksHybrid schedule | Professional development | Remote workExecutive-level Full TimeRemote, Remote, United States R12h ago
-
Machine Learning Engineer, Ecommerce Risk Control USD 175K-266KData Analysis | Data Visualization | Experiment design | Machine Learning | Model DeploymentSenior-level Full TimeSan Jose, California, United States14h ago
-
Brand recognition | Computer Vision | Data Mining | Deep learning | Entity MatchingMid-level Full TimeSeattle, Washington, United States14h ago
-
Click Through Rate | Click Through Rate Prediction | Conversion Rate | Conversion Rate Prediction | Data AnalysisSenior-level Full TimeSeattle, Washington, United States14h ago
-
Computer Vision | Fraud Detection | Language Processing | Machine Learning | Natural LanguageSenior-level Full TimeSeattle, Washington, United States14h ago
-
A/B | A/B Testing | B testing | Data Mining | Distributed ComputingMid-level Full TimeSeattle, Washington, United States14h ago
-
Machine Learning Engineer, Pricing - TikTok E-commerce Global Supply Chain and Logistics USD 129K-194KCausal Inference | Data Mining | Forecasting | Graph Databases | Knowledge graphsMid-level Full TimeSeattle, Washington, United States14h ago
-
Alignment | Chain-of-Thought | Computer Vision | Data Mining | Fine TuningSenior-level Full TimeSeattle, Washington, United States14h ago
-
Machine Learning Engineer, Recommendation - E-Commerce USD 145K-337KClick Through Rate | Click Through Rate Modeling | Computer Vision | Conversion Rate | Conversion rate modelingSenior-level Full TimeSan Jose, California, United States14h ago
-
A/B | A/B Testing | B testing | Big Data | Data TransformationSenior-level Full TimeSan Jose, California, United States14h ago
-
Machine Learning Engineer, Ecommerce Risk Control USD 175K-266KA/B | A/B Testing | B testing | Data Visualization | Deep learningSenior-level Full TimeSeattle, Washington, United States14h ago
-
Senior Software Development Engineer - Data USD 156K-338KBig Data | Data Engineering | Data Transformation | Reliability | ScalabilitySenior-level Full TimeSan Jose, California, United States14h ago
-
Mid-level Full TimeSan Jose, California, United States14h ago
-
Data Engineer, E-Commerce USD 118K-185KBig Data | Data Pipelines | Data Transformation | ScalabilityMid-level Full TimeSeattle, Washington, United States14h ago
-
Brand recognition | Chain-of-Thought | Computer Vision | Data Mining | Feature extractionSenior-level Full TimeSeattle, Washington, United States14h ago
-
Alignment | Audio Processing | COT | Clustering | Computer VisionSenior-level Full TimeSan Jose, California, United States14h ago
-
Benchmarking | Causal Inference | Data Mining | Data Pipelines | Data PreprocessingMid-level Full TimeSeattle, Washington, United States14h ago
-
Big Data | Click Through Rate | Click Through Rate Optimization | Conversion Rate | Conversion rate optimizationSenior-level Full TimeSeattle, Washington, United States14h ago
-
Machine Learning Engineer - Marketplace Growth (TikTok Global E-commerce Supply Chain and Logistics) USD 136K-280KBenchmarking | Causal Inference | Click Through Rate | Click Through Rate Optimization | Customer SegmentationEntry-level Full TimeSan Jose, California, United States14h ago
-
A/B | A/B Testing | B testing | Continual Learning | Data SetSenior-level Full TimeSeattle, Washington, United States14h ago
-
Senior Site Reliability Engineer - Data Infrastructure USD 187K-252KAI Agents | Alerting | Automation | Capacity Planning | Change ManagementCross-team collaboration | Mentorship | Rotational on-callSenior-level Full TimeSeattle, Washington, United States14h ago
-
Benchmarking | Causal Inference | Data Mining | Data Pipelines | Data PreprocessingMid-level Full TimeSan Jose, California, United States14h ago
-
A/B | A/B Testing | B testing | Continual Learning | Dataset ConstructionSenior-level Full TimeSan Jose, California, United States14h ago
-
Senior Machine Learning Engineer - TikTok E-commerce Global Supply Chain and Logistics USD 136K-205KData Mining | Deep learning | Knowledge graphs | Machine Learning | Operations ResearchSenior-level Full TimeSeattle, Washington, United States14h ago