Evaluate and benchmark new ML inference frameworks Deploy models to Google Cloud Platform and integrate them into production applications and Java-based streaming pipelines Own deployment automation ...
New
Evaluate and benchmark new ML inference frameworks Deploy models to Google Cloud Platform and integrate them into production applications and Java-based streaming pipelines Own deployment automation ...
New
Evaluate and benchmark new ML inference frameworks Deploy models to Google Cloud Platform and integrate them into production applications and Java-based streaming pipelines Own deployment automation ...
New
Responsibilities : โข Should have 7 years of experience with a strong foundation in ML inference, deployment, and quality validation. Should be capable of end-to-end ownership from model deployment ...
Responsibilities : โข Should have 7 years of experience with a strong foundation in ML inference, deployment, and quality validation. Should be capable of end-to-end ownership from model deployment ...
Richardson, TX ยท On-site
$60.25 - $81.25/hr
Below find the Talent should have 7+ years of experience with a strong foundation in ML inference, deployment, and quality validation. Should be capable of end-to-end ownership from model deployment ...
Richardson, TX ยท On-site
$60.25 - $81.25/hr
Below find the Talent should have 7+ years of experience with a strong foundation in ML inference, deployment, and quality validation. Should be capable of end-to-end ownership from model deployment ...
Grapevine, TX ยท On-site
$80/hr
Shell scripting and automation Containerization and orchestration (Docker, Kubernetes) Building reliable, scalable backend systems for ML inference Preferred / Nice-to-Have Experience with computer ...
Grapevine, TX ยท On-site
$80/hr
Shell scripting and automation Containerization and orchestration (Docker, Kubernetes) Building reliable, scalable backend systems for ML inference Preferred / Nice-to-Have Experience with computer ...
Dallas, TX ยท On-site
$85K - $107K/yr
This role is pivotal in enabling enterprise-scale ML and generative AI capabilities by building ... Design highly available and performant serving environments for LLM inference using Azure ...
Dallas, TX ยท On-site
$85K - $107K/yr
This role is pivotal in enabling enterprise-scale ML and generative AI capabilities by building ... Design highly available and performant serving environments for LLM inference using Azure ...
Dallas, TX ยท On-site
$85K - $107K/yr
This role is pivotal in enabling enterprise-scale ML and generative AI capabilities by building ... Design highly available and performant serving environments for LLM inference using Azure ...
Dallas, TX ยท On-site
$85K - $107K/yr
This role is pivotal in enabling enterprise-scale ML and generative AI capabilities by building ... Design highly available and performant serving environments for LLM inference using Azure ...
Plano, TX ยท On-site
Core Responsibilities (AI/ML, Python, AWS, GenAI) * Design and implement end-to-end AI/ML and ... Build robust MLOps workflows, including model versioning, containerized training/inference ...
Quick apply
Plano, TX ยท On-site
Core Responsibilities (AI/ML, Python, AWS, GenAI) * Design and implement end-to-end AI/ML and ... Build robust MLOps workflows, including model versioning, containerized training/inference ...
Irving, TX ยท On-site
Development and Implement data pipelines and ML pipelines to facilitate model inference (both Real-time and batch) * Analyze large, complex data sets to identify the most performant way to process ...
Irving, TX ยท On-site
Development and Implement data pipelines and ML pipelines to facilitate model inference (both Real-time and batch) * Analyze large, complex data sets to identify the most performant way to process ...
Plano, TX ยท On-site
$100K - $137K/yr
As a Senior AI/ML Platform Engineer, you will design, build, and support scalable platform ... Develop reusable patterns for inference services, prompt flow integration, and performance tuning ...
Plano, TX ยท On-site
$100K - $137K/yr
As a Senior AI/ML Platform Engineer, you will design, build, and support scalable platform ... Develop reusable patterns for inference services, prompt flow integration, and performance tuning ...
Plano, TX ยท On-site
$100K - $137K/yr
As a Senior AI/ML Platform Engineer, you will design, build, and support scalable platform ... Develop reusable patterns for inference services, prompt flow integration, and performance tuning ...
Plano, TX ยท On-site
$100K - $137K/yr
As a Senior AI/ML Platform Engineer, you will design, build, and support scalable platform ... Develop reusable patterns for inference services, prompt flow integration, and performance tuning ...
Plano, TX ยท On-site
$98K - $129K/yr
You will help enable secure, production-ready MLOps and LLMOps infrastructure that supports model training, inference, orchestration, and retrieval-augmented generation. The Lead AI/ML Platform ...
Plano, TX ยท On-site
$98K - $129K/yr
You will help enable secure, production-ready MLOps and LLMOps infrastructure that supports model training, inference, orchestration, and retrieval-augmented generation. The Lead AI/ML Platform ...
Plano, TX ยท On-site
Build and maintain optimized data pipelines (Glue, Kinesis, Athena, Iceberg) feeding online/offline inference * Collaborate with product managers to refine ML objectives and success criteria; present ...
Plano, TX ยท On-site
Build and maintain optimized data pipelines (Glue, Kinesis, Athena, Iceberg) feeding online/offline inference * Collaborate with product managers to refine ML objectives and success criteria; present ...
Dallas, TX ยท On-site
$51.25 - $70.25/hr
Familiarity with ML model lifecycle - from data ingestion, training, deployment, to real-time inference (MLOPS) * 2+ years hands-on experience with GCP, AWS, or Azure * 2+ years working with pub/sub ...
Quick apply
Dallas, TX ยท On-site
$51.25 - $70.25/hr
Familiarity with ML model lifecycle - from data ingestion, training, deployment, to real-time inference (MLOPS) * 2+ years hands-on experience with GCP, AWS, or Azure * 2+ years working with pub/sub ...
Coppell, TX ยท On-site
Job#: 3042434 AI/ML Engineer Hybrid in Dallas, TX or Tampa, FL Overview We are seeking a passionate ... Ability to build asynchronous Python APIs or services for model inference and operational ...
New
Coppell, TX ยท On-site
Job#: 3042434 AI/ML Engineer Hybrid in Dallas, TX or Tampa, FL Overview We are seeking a passionate ... Ability to build asynchronous Python APIs or services for model inference and operational ...
New
Plano, TX ยท On-site
Deploy and manage model inference endpoints across cloud ML services and container-based serving * Build the analyst feedback loop: approval/rejection signals in dashboards feeding back into ...
Plano, TX ยท On-site
Deploy and manage model inference endpoints across cloud ML services and container-based serving * Build the analyst feedback loop: approval/rejection signals in dashboards feeding back into ...
Plano, TX ยท On-site
Deploy and manage model inference endpoints across cloud ML services and container-based serving * Build the analyst feedback loop: approval/rejection signals in dashboards feeding back into ...
Plano, TX ยท On-site
Deploy and manage model inference endpoints across cloud ML services and container-based serving * Build the analyst feedback loop: approval/rejection signals in dashboards feeding back into ...
Dallas, TX ยท On-site
As a Senior ML OPS Engineer, you will be joining a team of experienced Machine Learning Engineers ... inference at scale. * Deploy and manage machine learning & data pipelines in production ...
Dallas, TX ยท On-site
As a Senior ML OPS Engineer, you will be joining a team of experienced Machine Learning Engineers ... inference at scale. * Deploy and manage machine learning & data pipelines in production ...
Dallas, TX ยท Remote
As a Senior ML OPS Engineer, you will be joining a team of experienced Machine Learning Engineers ... inference at scale. * Deploy and manage machine learning & data pipelines in production ...
Quick apply
Dallas, TX ยท Remote
As a Senior ML OPS Engineer, you will be joining a team of experienced Machine Learning Engineers ... inference at scale. * Deploy and manage machine learning & data pipelines in production ...
... inference. * MLOps Excellence: Drive the adoption of CI/CD for ML (CT - Continuous Training ... ensuring robust model versioning, automated testing, and seamless deployment via Vertex AI or GKE.
... inference. * MLOps Excellence: Drive the adoption of CI/CD for ML (CT - Continuous Training ... ensuring robust model versioning, automated testing, and seamless deployment via Vertex AI or GKE.
Dallas, TX ยท On-site
... inference. * MLOps Excellence: Drive the adoption of CI/CD for ML (CT - Continuous Training ... ensuring robust model versioning, automated testing, and seamless deployment via Vertex AI or GKE.
Dallas, TX ยท On-site
... inference. * MLOps Excellence: Drive the adoption of CI/CD for ML (CT - Continuous Training ... ensuring robust model versioning, automated testing, and seamless deployment via Vertex AI or GKE.
$37.1K - $51.4K
2% of jobs
$51.4K - $65.7K
3% of jobs
$65.7K - $80K
6% of jobs
$80K - $94.3K
9% of jobs
$98.9K is the 25th percentile. Wages below this are outliers.
$94.3K - $108.6K
15% of jobs
The median wage is $118.1K / yr.
$108.6K - $122.9K
22% of jobs
$130.8K is the 75th percentile. Wages above this are outliers.
$122.9K - $137.2K
32% of jobs
$137.2K - $151.5K
3% of jobs
$151.5K - $165.8K
4% of jobs
$165.8K - $180.1K
1% of jobs
$180.1K - $194.4K
2% of jobs
$37.1K
$121.4K
$194.4K
| Aspect | ML Inference | Data Scientist |
|---|---|---|
| Required Credentials | Knowledge of machine learning models, programming skills | Degree in data science, statistics, or related fields |
| Work Environment | Deploying models in production, real-time data processing | Data analysis, model development, research |
| Industry Usage | AI product deployment, software companies | Research institutions, tech firms, consulting |
ML Inference focuses on deploying trained models to make predictions on new data, often in real-time. Data Scientists develop and analyze models, working primarily in research and development. While both roles require understanding of machine learning, ML Inference emphasizes deployment and operationalization, whereas Data Scientists focus on model creation and analysis.
Need on w2
Role :Data & Machine Learning Engineer
Remote role
Job Details
Skills
Google Cloud
Google Cloud Platform
Java
Role *Machine Learning (ML)*
Remote
Systems Modeling
Streaming
Debugging
Show less
Summary
Introduction: The System Engineer will be responsible for working on the primary platform of Google Cloud Platform, deploying models, and integrating them into production applications and Java-based streaming pipelines. They will also be involved in monitoring model behavior in production, benchmarking, and performance testing.
Responsibilities:
Evaluate and benchmark new ML inference frameworks
Deploy models to Google Cloud Platform and integrate them into production applications and Java-based streaming pipelines
Own deployment automation end-to-end
Monitor model behavior in production for real end-users
Design and execute benchmarking, performance testing, and quality testing on ML models
Perform model sampling to support quality evaluation and researcher feedback loops
Debug issues across the full stack
Partner with ML researchers to provide benchmarking feedback and guide inference decisions
Adapt rapidly to non-standard and evolving tech stacks across hybrid infrastructure
Requirements:
Bachelor''''s or Master''''s degree in Computer Science, Computer or Electrical Engineering, Mathematics, or a related field
Strong foundation in ML inference, deployment, and quality testing
Demonstrated ability to ramp up quickly on new and unfamiliar tech stacks
End-to-end problem-solving mindset
Core ML knowledge sufficient to benchmark models and collaborate with researchers
Experience deploying models in cloud environments, ideally Google Cloud Platform
Good to Have:
Exposure to Java or JVM-based systems
Familiarity with streaming data architectures
Experience in hybrid cloud/on-prem environments
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It services
11 - 50 Employees
Irving, TX, US
2013