Monitor model health, prediction quality, data drift, and system performance, and implement automated retraining strategies where required. * Optimize Databricks workloads for performance ...
Monitor model health, prediction quality, data drift, and system performance, and implement automated retraining strategies where required. * Optimize Databricks workloads for performance ...
Data Scientist
Cincinnati, OH · On-site
... data drift • Improving shared tools, frameworks, and best practices • Communicating insights and recommendations to stakeholders Qualifications : Required : • 3-5 years of professional data ...
Data Scientist
Cincinnati, OH · On-site
... data drift • Improving shared tools, frameworks, and best practices • Communicating insights and recommendations to stakeholders Qualifications : Required : • 3-5 years of professional data ...
Portfolio Manager
Cleveland, OH · On-site
$200 - $250/hr
Own drift-based monitoring and model rebalancing, keeping portfolios within client risk tolerance, objectives, and regulatory constraints. Manage trade approvals, exceptions, and non-discretionary ...
Portfolio Manager
Cleveland, OH · On-site
$200 - $250/hr
Own drift-based monitoring and model rebalancing, keeping portfolios within client risk tolerance, objectives, and regulatory constraints. Manage trade approvals, exceptions, and non-discretionary ...
Portfolio Manager
Cleveland, OH · On-site
$150 - $200/hr
Own drift-based monitoring and model rebalancing, keeping portfolios within client risk tolerance, objectives, and regulatory constraints. Manage trade approvals, exceptions, and non-discretionary ...
Portfolio Manager
Cleveland, OH · On-site
$150 - $200/hr
Own drift-based monitoring and model rebalancing, keeping portfolios within client risk tolerance, objectives, and regulatory constraints. Manage trade approvals, exceptions, and non-discretionary ...
Own the infrastructure-as-code estate, keeping drift visible and reconciled, and setting module standards the rest of the team builds against. * Advance the delivery pipeline, including policy-as ...
Own the infrastructure-as-code estate, keeping drift visible and reconciled, and setting module standards the rest of the team builds against. * Advance the delivery pipeline, including policy-as ...
Machine Learning Engineer
Cincinnati, OH · On-site
... drift detection and retraining. • Collaborate with data engineering, DevOps, and business teams to deliver scalable ML solutions. • Architect enterprise-scale ML systems and drive MLOps ...
Machine Learning Engineer
Cincinnati, OH · On-site
... drift detection and retraining. • Collaborate with data engineering, DevOps, and business teams to deliver scalable ML solutions. • Architect enterprise-scale ML systems and drive MLOps ...
Senior Security Engineer, IAM
Columbus, OH · On-site
$107K - $146K/yr
Design governance for non-human identities (service accounts, workloads, secrets) with automated drift detection and policy-as-code enforcement. Detection, Response & Threat Context * Lead ...
Senior Security Engineer, IAM
Columbus, OH · On-site
$107K - $146K/yr
Design governance for non-human identities (service accounts, workloads, secrets) with automated drift detection and policy-as-code enforcement. Detection, Response & Threat Context * Lead ...
Oversee configuration monitoring and scanning capabilities used to identify configuration drift, control gaps, and compliance issues. * Partner with cloud, infrastructure, platform, application, and ...
New
Oversee configuration monitoring and scanning capabilities used to identify configuration drift, control gaps, and compliance issues. * Partner with cloud, infrastructure, platform, application, and ...
New
Sr Cloud Engineer
Columbus, OH · Hybrid
$137K - $205K/yr
Leverage AI to improve operational effectiveness, such as analyzing logs, metrics, incidents, and configuration drift, and to support faster rootcause analysis and remediation. * Design, build, and ...
Sr Cloud Engineer
Columbus, OH · Hybrid
$137K - $205K/yr
Leverage AI to improve operational effectiveness, such as analyzing logs, metrics, incidents, and configuration drift, and to support faster rootcause analysis and remediation. * Design, build, and ...
Sr Cloud Engineer
Columbus, OH · Hybrid
$137K - $205K/yr
Leverage AI to improve operational effectiveness, such as analyzing logs, metrics, incidents, and configuration drift, and to support faster root‑cause analysis and remediation. * Design, build ...
Sr Cloud Engineer
Columbus, OH · Hybrid
$137K - $205K/yr
Leverage AI to improve operational effectiveness, such as analyzing logs, metrics, incidents, and configuration drift, and to support faster root‑cause analysis and remediation. * Design, build ...
Data Scientist
Cincinnati, OH · On-site
$80 - $100/hr
Monitoring model performance and data drift * Improving shared tools, frameworks, and best practices * Communicating insights and recommendations to stakeholders What you'll need: * Advanced degree ...
Data Scientist
Cincinnati, OH · On-site
$80 - $100/hr
Monitoring model performance and data drift * Improving shared tools, frameworks, and best practices * Communicating insights and recommendations to stakeholders What you'll need: * Advanced degree ...
Data Scientist
Cincinnati, OH · On-site
Monitoring model performance and data drift* Improving shared tools, frameworks, and best practices* Communicating insights and recommendations to stakeholdersWhat you'll need:* Advanced degree ...
Data Scientist
Cincinnati, OH · On-site
Monitoring model performance and data drift* Improving shared tools, frameworks, and best practices* Communicating insights and recommendations to stakeholdersWhat you'll need:* Advanced degree ...
Senior AI Engineer
Cleveland, OH · On-site +1
$101K - $139K/yr
Lead the implementation of rigorous evaluation frameworks to monitor model performance, drift, and cost in real-time. * Architect and develop high-performance backend services and APIs using Python ...
Quick apply
Senior AI Engineer
Cleveland, OH · On-site +1
$101K - $139K/yr
Lead the implementation of rigorous evaluation frameworks to monitor model performance, drift, and cost in real-time. * Architect and develop high-performance backend services and APIs using Python ...
OH · On-site
Implement monitoring and observability for model performance in production, benchmarking outputs and cost, detecting drift with ongoing and continuous reporting to management, utilizing micro ...
Quick apply
AI Software Lead
Cincinnati, OH · On-site
Use test-driven practices to constrain agent output and catch drift early. * Ensure appropriate automated test coverage across unit, integration, end-to-end, and contract tests based on risk.
Quick apply
AI Software Lead
Cincinnati, OH · On-site
Use test-driven practices to constrain agent output and catch drift early. * Ensure appropriate automated test coverage across unit, integration, end-to-end, and contract tests based on risk.
Ansible and Terraform ( Devops ) Engineer | Onsite - Columbus, OH
Columbus, OH · On-site
$100 - $125/hr
Troubleshoot and remediate provisioning failures in Terraform/Ansible pipelines, including drift and idempotency issues. * Partner with platform/security teams to embed enterprise baseline ...
Ansible and Terraform ( Devops ) Engineer | Onsite - Columbus, OH
Columbus, OH · On-site
$100 - $125/hr
Troubleshoot and remediate provisioning failures in Terraform/Ansible pipelines, including drift and idempotency issues. * Partner with platform/security teams to embed enterprise baseline ...
AI Software Lead
Cincinnati, OH · On-site
Use test-driven practices to constrain agent output and catch drift early. * Ensure appropriate automated test coverage across unit, integration, end-to-end, and contract tests based on risk.
AI Software Lead
Cincinnati, OH · On-site
Use test-driven practices to constrain agent output and catch drift early. * Ensure appropriate automated test coverage across unit, integration, end-to-end, and contract tests based on risk.
AI Software Lead
Cincinnati, OH · On-site
Use test-driven practices to constrain agent output and catch drift early. * Ensure appropriate automated test coverage across unit, integration, end-to-end, and contract tests based on risk.
Quick apply
AI Software Lead
Cincinnati, OH · On-site
Use test-driven practices to constrain agent output and catch drift early. * Ensure appropriate automated test coverage across unit, integration, end-to-end, and contract tests based on risk.
Use test-driven practices to constrain agent output and catch drift early. * Ensure appropriate automated test coverage across unit, integration, end-to-end, and contract tests based on risk.
Quick apply
Use test-driven practices to constrain agent output and catch drift early. * Ensure appropriate automated test coverage across unit, integration, end-to-end, and contract tests based on risk.
AI Software Lead
Cincinnati, OH · On-site
$150 - $200/hr
Use test-driven practices to constrain agent output and catch drift early. * Ensure appropriate automated test coverage across unit, integration, end-to-end, and contract tests based on risk.
AI Software Lead
Cincinnati, OH · On-site
$150 - $200/hr
Use test-driven practices to constrain agent output and catch drift early. * Ensure appropriate automated test coverage across unit, integration, end-to-end, and contract tests based on risk.
Drift information
See Ohio salary details
$8.46 - $10.47
0% of jobs
$10.47 - $12.49
1% of jobs
$12.49 - $14.50
1% of jobs
$14.50 - $16.52
9% of jobs
$16.52 - $18.53
11% of jobs
$18.81 is the 25th percentile. Wages below this are outliers.
$18.53 - $20.55
27% of jobs
The median wage is $20.71 / hr.
$20.55 - $22.56
27% of jobs
$22.64 is the 75th percentile. Wages above this are outliers.
$22.56 - $24.58
14% of jobs
$24.58 - $26.59
7% of jobs
$26.59 - $28.61
3% of jobs
$28.61 - $30.62
1% of jobs
$8
$21
$30
How much do drift jobs pay per hour?
What is a drift?
What are the key skills and qualifications needed to thrive as a drift driver?
What are some typical challenges faced by drift operators, and how can they effectively address them?
What is the difference between Drift vs Chatbot Developer?
| Aspect | Drift | Chatbot Developer |
|---|---|---|
| Primary Role | Designs and manages live chat and conversational marketing tools | Develops and programs chatbots for various platforms |
| Required Skills | Customer engagement, marketing automation, basic coding | Programming, AI, natural language processing |
| Work Environment | Marketing teams, SaaS companies, customer support | Development teams, AI firms, tech companies |
| Certifications | Marketing automation, CRM tools | Programming languages, AI certifications |
Drift focuses on live chat and conversational marketing tools used primarily in sales and customer support, while Chatbot Developers create AI-driven chatbots across platforms. Both roles require technical skills, but Drift roles lean more toward marketing automation, whereas Chatbot Developers focus on AI programming and natural language processing.
What are popular job titles related to Drift jobs in Ohio?
For Drift jobs in Ohio, the most frequently searched job titles are:
What job categories do people searching Drift jobs in Ohio look for?
The top searched job categories for Drift jobs in Ohio are:
What cities in Ohio are hiring for Drift jobs?
Cities in Ohio with the most Drift job openings:

Contractor
Re-posted 20 days ago
Key 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.
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
Sourced by ZipRecruiter
Industry
It services and custom software development services
Company size
11 - 50 Employees
Headquarters location
Redmond, WA, US