Overview Inabia is seeking an MLOps Engineer (Databricks/AWS) to design, develop, and maintain end-to-end machine learning operations pipelines on Databricks running on AWS. This role demands deep ...
Overview Inabia is seeking an MLOps Engineer (Databricks/AWS) to design, develop, and maintain end-to-end machine learning operations pipelines on Databricks running on AWS. This role demands deep ...
MLOps Engineer - AI/ML Systems Deployment Location: Dayton, OH preferred Work Arrangement: On-site preferred; remote may be considered for highly aligned, clearance-ready candidates able to support ...
MLOps Engineer - AI/ML Systems Deployment Location: Dayton, OH preferred Work Arrangement: On-site preferred; remote may be considered for highly aligned, clearance-ready candidates able to support ...
... MLOPs Quality Engineering Architect to join the Data & Automation organization, supporting the MLOps ecosystem. In this hands on individual contributor role, you will be responsible for driving ...
... MLOPs Quality Engineering Architect to join the Data & Automation organization, supporting the MLOps ecosystem. In this hands on individual contributor role, you will be responsible for driving ...
MLOps Automation Senior Lead Engineer
Columbus, OH · On-site +1
$100K - $131K/yr
The MLOps Automation Engineering Senior Lead will lead a team responsible for building and deploying MLOps Automation for some of Huntington's most valuable and most challenging data-driven projects.
MLOps Automation Senior Lead Engineer
Columbus, OH · On-site +1
$100K - $131K/yr
The MLOps Automation Engineering Senior Lead will lead a team responsible for building and deploying MLOps Automation for some of Huntington's most valuable and most challenging data-driven projects.
MLOps Automation Senior Lead Engineer
Columbus, OH · On-site
$100K - $131K/yr
The MLOps Automation Engineering Senior Lead will lead a team responsible for building and deploying MLOps Automation for some of Huntington's most valuable and most challenging data-driven projects.
MLOps Automation Senior Lead Engineer
Columbus, OH · On-site
$100K - $131K/yr
The MLOps Automation Engineering Senior Lead will lead a team responsible for building and deploying MLOps Automation for some of Huntington's most valuable and most challenging data-driven projects.
MLOps Automation Senior Lead Engineer
Cincinnati, OH · On-site +1
$99K - $131K/yr
The MLOps Automation Engineering Senior Lead will lead a team responsible for building and deploying MLOps Automation for some of Huntington's most valuable and most challenging data-driven projects.
MLOps Automation Senior Lead Engineer
Cincinnati, OH · On-site +1
$99K - $131K/yr
The MLOps Automation Engineering Senior Lead will lead a team responsible for building and deploying MLOps Automation for some of Huntington's most valuable and most challenging data-driven projects.
MLOps Automation Senior Lead Engineer
Indianapolis, IN · On-site +1
$93K - $189K/yr
The MLOps Automation Engineering Senior Lead will lead a team responsible for building and deploying MLOps Automation for some of Huntington's most valuable and most challenging data-driven projects.
MLOps Automation Senior Lead Engineer
Indianapolis, IN · On-site +1
$93K - $189K/yr
The MLOps Automation Engineering Senior Lead will lead a team responsible for building and deploying MLOps Automation for some of Huntington's most valuable and most challenging data-driven projects.
MLOps Automation Senior Lead Engineer
Dallas, TX · On-site +1
$93K - $189K/yr
The MLOps Automation Engineering Senior Lead will lead a team responsible for building and deploying MLOps Automation for some of Huntington's most valuable and most challenging data-driven projects.
MLOps Automation Senior Lead Engineer
Dallas, TX · On-site +1
$93K - $189K/yr
The MLOps Automation Engineering Senior Lead will lead a team responsible for building and deploying MLOps Automation for some of Huntington's most valuable and most challenging data-driven projects.
MLOps Automation Senior Lead Engineer
Fairlawn, OH · On-site +1
$93K - $189K/yr
The MLOps Automation Engineering Senior Lead will lead a team responsible for building and deploying MLOps Automation for some of Huntington's most valuable and most challenging data-driven projects.
MLOps Automation Senior Lead Engineer
Fairlawn, OH · On-site +1
$93K - $189K/yr
The MLOps Automation Engineering Senior Lead will lead a team responsible for building and deploying MLOps Automation for some of Huntington's most valuable and most challenging data-driven projects.
MLOps Automation Senior Lead Engineer
Detroit, MI · On-site +1
$93K - $189K/yr
The MLOps Automation Engineering Senior Lead will lead a team responsible for building and deploying MLOps Automation for some of Huntington's most valuable and most challenging data-driven projects.
MLOps Automation Senior Lead Engineer
Detroit, MI · On-site +1
$93K - $189K/yr
The MLOps Automation Engineering Senior Lead will lead a team responsible for building and deploying MLOps Automation for some of Huntington's most valuable and most challenging data-driven projects.
MLOps Automation Senior Lead Engineer
Akron, OH · On-site +1
$99K - $130K/yr
The MLOps Automation Engineering Senior Lead will lead a team responsible for building and deploying MLOps Automation for some of Huntington's most valuable and most challenging data-driven projects.
MLOps Automation Senior Lead Engineer
Akron, OH · On-site +1
$99K - $130K/yr
The MLOps Automation Engineering Senior Lead will lead a team responsible for building and deploying MLOps Automation for some of Huntington's most valuable and most challenging data-driven projects.
MLOps Automation Senior Lead Engineer
Cleveland, OH · On-site +1
$100K - $132K/yr
The MLOps Automation Engineering Senior Lead will lead a team responsible for building and deploying MLOps Automation for some of Huntington's most valuable and most challenging data-driven projects.
MLOps Automation Senior Lead Engineer
Cleveland, OH · On-site +1
$100K - $132K/yr
The MLOps Automation Engineering Senior Lead will lead a team responsible for building and deploying MLOps Automation for some of Huntington's most valuable and most challenging data-driven projects.
Lead a team of AI engineers and MLOps specialists to ensure scalable, secure, and compliant AI systems across the organization. DUTIES & RESPONSIBILITIES Lead the strategy, architecture, and ...
Lead a team of AI engineers and MLOps specialists to ensure scalable, secure, and compliant AI systems across the organization. DUTIES & RESPONSIBILITIES Lead the strategy, architecture, and ...
Director of AI Engineering
Cleveland, OH · On-site
Lead a team of AI engineers and MLOps specialists to ensure scalable, secure, and compliant AI systems across the organization. DUTIES & RESPONSIBILITIES • Lead the strategy, architecture, and ...
Director of AI Engineering
Cleveland, OH · On-site
Lead a team of AI engineers and MLOps specialists to ensure scalable, secure, and compliant AI systems across the organization. DUTIES & RESPONSIBILITIES • Lead the strategy, architecture, and ...
Lead a team of AI engineers and MLOps specialists to ensure scalable, secure, and compliant AI systems across the organization. DUTIES & RESPONSIBILITIES · Lead the strategy, architecture, and ...
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Lead a team of AI engineers and MLOps specialists to ensure scalable, secure, and compliant AI systems across the organization. DUTIES & RESPONSIBILITIES · Lead the strategy, architecture, and ...
Senior ML Software Engineer
$117K - $155K/yr
What you'll bring * 5+ years as an ML-focused software engineer, ML Engineer, MLOps Engineer, or similar, with hands-on production experience * Proven expertise with ML model deployment, API design ...
Senior ML Software Engineer
$117K - $155K/yr
What you'll bring * 5+ years as an ML-focused software engineer, ML Engineer, MLOps Engineer, or similar, with hands-on production experience * Proven expertise with ML model deployment, API design ...
Machine Learning Engineer
Cincinnati, OH · On-site
Python, Machine Learning, TensorFlow, PyTorch, MLOps, AWS/Azure/GCP, Docker, Kubernetes Required ... engineering, model training, evaluation, and optimization. • Deploy and monitor models in ...
New
Machine Learning Engineer
Cincinnati, OH · On-site
Python, Machine Learning, TensorFlow, PyTorch, MLOps, AWS/Azure/GCP, Docker, Kubernetes Required ... engineering, model training, evaluation, and optimization. • Deploy and monitor models in ...
New
Sr.Machine Learning Engineer-Cincinnati, OH, Full time role
Cincinnati, OH · On-site
$100K - $137K/yr
Python, Machine Learning, TensorFlow, PyTorch, MLOps, AWS/Azure/Google Cloud Platform, Docker ... engineering, model training, evaluation, and optimization. • Deploy and monitor models in ...
Sr.Machine Learning Engineer-Cincinnati, OH, Full time role
Cincinnati, OH · On-site
$100K - $137K/yr
Python, Machine Learning, TensorFlow, PyTorch, MLOps, AWS/Azure/Google Cloud Platform, Docker ... engineering, model training, evaluation, and optimization. • Deploy and monitor models in ...
Machine Learning Engineer
Cincinnati, OH · On-site
The candidate will bridge MLOps, data science, and leadership to ensure the smooth functioning of ... Capable software engineering skills to lead a multi stage recommender system model lifecycle from ...
Machine Learning Engineer
Cincinnati, OH · On-site
The candidate will bridge MLOps, data science, and leadership to ensure the smooth functioning of ... Capable software engineering skills to lead a multi stage recommender system model lifecycle from ...
Python Terraform AWS DevOps MLOps Lead Software Engineer
Columbus, OH · On-site
$49.75 - $68/hr
As a Lead Software Engineer at JPMorganChase within the Consumer & Community Banking Digital Cloud ... Experience with MLOps tools and platforms (e.g., MLflow, Amazon SageMaker, Google VertexAI ...
Python Terraform AWS DevOps MLOps Lead Software Engineer
Columbus, OH · On-site
$49.75 - $68/hr
As a Lead Software Engineer at JPMorganChase within the Consumer & Community Banking Digital Cloud ... Experience with MLOps tools and platforms (e.g., MLflow, Amazon SageMaker, Google VertexAI ...
Mlops Engineer information
See Ohio salary details
$91.9K - $98.7K
6% of jobs
$98.7K - $105.6K
2% of jobs
$105.6K - $112.4K
0% of jobs
$112.4K - $119.3K
0% of jobs
$119.3K - $126.1K
0% of jobs
$126.1K - $133K
6% of jobs
$137.8K is the 25th percentile. Wages below this are outliers.
$133K - $139.9K
15% of jobs
The median wage is $146.2K / yr.
$139.9K - $146.7K
22% of jobs
$146.7K - $153.6K
22% of jobs
$154.1K is the 75th percentile. Wages above this are outliers.
$153.6K - $160.4K
17% of jobs
$160.4K - $167.3K
9% of jobs
$91.9K
$144.2K
$167.3K
How much do mlops engineer jobs pay per year?
Are MLOps engineers in demand?
What is an MLOps Engineer job?
An MLOps Engineer is responsible for deploying, monitoring, and maintaining machine learning models in production. They bridge the gap between data science and operations by automating workflows, optimizing infrastructure, and ensuring model reliability. Their role includes CI/CD for ML models, data pipeline management, and performance monitoring. They also work with cloud platforms, containerization, and orchestration tools to scale ML systems efficiently.
What engineers make $300,000 a year?
What engineers make $500,000?
What are some common challenges Mlops Engineers face in their daily work?
Mlops Engineers often encounter challenges in integrating new machine learning models into existing production systems while ensuring minimal downtime and maintaining data integrity. Managing the scaling and orchestration of models across various cloud or on-prem environments can be complex, requiring close coordination with data scientists and DevOps teams. Staying up to date with rapidly evolving tools and best practices is also essential in this field. Addressing these challenges provides valuable opportunities to innovate and improve both technical processes and team collaboration.
What are the key skills and qualifications needed to thrive in the Mlops Engineer position, and why are they important?
To thrive as an Mlops Engineer, you need strong skills in software engineering, machine learning pipelines, and cloud infrastructure, often backed by a degree in computer science, engineering, or a related field. Familiarity with tools such as Docker, Kubernetes, TensorFlow, AWS/GCP/Azure, and CI/CD systems is essential, and certifications like AWS Certified Machine Learning or Kubernetes Administrator are often valued. Effective communication, problem-solving, and teamwork are crucial soft skills for collaborating across data science and IT teams. These abilities enable Mlops Engineers to efficiently deploy, manage, and scale machine learning models in dynamic production environments.
What does an MLOps engineer do?

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Job description
Inabia is seeking an MLOps Engineer (Databricks/AWS) to design, develop, and maintain end-to-end machine learning operations pipelines on Databricks running on AWS. This role demands deep hands-on expertise with Databricks Machine Learning, MLflow, and a broad suite of AWS services to build scalable, production-grade ML systems. The ideal candidate will partner closely with Data Scientists, Data Engineers, and Platform Engineering teams to productionize models and ensure robust, governed, and cost-efficient deployments.
Locations: Columbus, OH - Dallas, TX - Atlanta, GA (Onsite only)
Responsibilities
- Design, develop, and maintain end-to-end MLOps pipelines on Databricks running on AWS.
- Build and automate machine learning workflows covering data preparation, feature engineering, model training, evaluation, deployment, and monitoring.
- Deploy and manage ML models using MLflow Model Registry and Databricks Model Serving.
- Develop and maintain CI/CD pipelines for ML solutions across development, staging, and production environments.
- Collaborate with Data Scientists to productionize machine learning models and ensure reliable, repeatable deployments.
- Monitor model health, prediction quality, data drift, and system performance, and implement automated retraining strategies where required.
- Optimize Databricks workloads for performance, scalability, and cost efficiency.
- Implement Infrastructure as Code using Terraform to provision and manage Databricks and AWS resources.
- Ensure platform security, governance, and compliance using Unity Catalog and AWS IAM.
- Troubleshoot production issues, perform root cause analysis, and continuously improve platform reliability.
- Document MLOps processes, deployment standards, and operational best practices.
Key Qualifications
- 10+ years of relevant experience in MLOps or a closely related data/ML engineering discipline.
- Strong hands-on experience with Databricks Machine Learning.
- Proficiency in Python, PySpark, and SQL for developing and operationalizing machine learning solutions.
- Hands-on experience with MLflow for experiment tracking, model registry, model versioning, and lifecycle management.
- Experience deploying and managing machine learning models using Databricks Model Serving and batch inference pipelines.
- Strong understanding of the end-to-end ML lifecycle, including feature engineering, training, validation, deployment, monitoring, and retraining.
- Experience building scalable ML pipelines using Databricks Workflows and Delta Lake.
- Hands-on experience with AWS services including S3, IAM, EC2, Lambda, ECR, ECS/EKS, CloudWatch, and Secrets Manager.
- Experience implementing CI/CD pipelines for Databricks and ML workloads using Git, Bitbucket, Jenkins, and Databricks Asset Bundles (DAB).
- Experience with infrastructure automation using Terraform.
- Strong understanding of Apache Spark architecture, optimization, and distributed data processing.
- Experience working with Unity Catalog for governance, security, and access management.
- Knowledge of model monitoring, data drift detection, and automated retraining strategies.
- Understanding of MLOps best practices including reproducibility, versioning, testing, and governance.
- Excellent analytical, problem-solving, and communication skills.
Preferred Qualifications
- Experience with multi-environment Databricks deployments spanning development, staging, and production.
- Familiarity with cost optimization strategies for large-scale Databricks and AWS workloads.
- Prior experience documenting MLOps operational standards for cross-functional teams.
About Inabia Software & Consulting
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