Senior ML Engineer - Deployment and Databricks MLOps

Senior ML Engineer - Deployment and Databricks MLOps

Location: Austin, Texas (Onsite)
Employment Type: Contract

Role Overview

We are looking for a hands-on Senior ML Engineer to help productionize machine learning solutions for manufacturing use cases involving deployment and pipeline buildout. This role will focus on model operationalization, data pipelines, and CI/CD to transition projects from proof of concept to production-ready delivery. The position is central to hardening Databricks-based MLOps infrastructure and promoting models into operational use.

Key Responsibilities

• Productionize machine learning models developed by the data science team for manufacturing applications.
• Design, build, and maintain reusable ML workflows for data preparation, feature engineering, model training, evaluation, deployment, and inference.
• Build and operationalize ML pipelines in Databricks to support training, validation, batch scoring, and deployment workflows.
• Implement and maintain CI/CD pipelines for ML code, data pipelines, and model promotion using Git-driven development practices.
• Establish model lifecycle controls using MLflow and Unity Catalog, including experiment tracking, model registration, versioning, and controlled promotion across environments.
• Manage Databricks jobs and workflows for retraining, scoring, orchestration, and scheduled execution.
• Collaborate across ML, data engineering, cloud, and manufacturing stakeholders to ensure deployed solutions are scalable and supportable.

Required Qualifications

Education: Bachelor's, Master's, or equivalent experience in Computer Science, Data Science, Engineering, or a related technical field.

Experience: Experience deploying machine learning models into production environments and working across model development, deployment, and operational support in cross-functional environments.

Technical Skills: Strong software engineering skills in Python; experience with Databricks, including jobs/workflows, repos, and MLflow; experience building CI/CD pipelines for ML or data products; understanding of data pipelines, feature engineering, and batch processing.

Preferred Qualifications

• Experience with manufacturing, industrial IoT, quality, or plant-floor analytics use cases.
• Experience with model governance, lineage, reproducibility, and controlled promotion of ML assets.
• Experience designing resilient ML pipelines that can handle changing upstream data conditions.
• Familiarity with model monitoring, validation checks, and operational observability.
• Experience supporting the transition from PoC or R&D models into production-ready solution patterns.

Compensation & Benefits

Pay Rate: $75.00/hr - $120.00/hr

We are an equal opportunity employer and welcome applications from all qualified candidates regardless of race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or veteran status.

Apex uses a virtual recruiter as part of the application process. Click here for more details.

If you have visited our website in search of information on employment opportunities or to apply for a position, and you require an accommodation in using our website for a search or application, please contact our Benefits Department at [email protected] or View phone number on click.appcast.io.

Everforth Apex is a world-class IT services company that serves thousands of clients across the globe. When you join Everforth Apex, you become part of a team that values innovation, collaboration, and continuous learning. We offer quality career resources, training, certifications, development opportunities, and a comprehensive benefits package. Our commitment to excellence is reflected in many awards, including ClearlyRateds Best of Staffing® in Talent Satisfaction in the United States and Great Place to Work® in the United Kingdom and Mexico.

Everforth Apex uses a virtual recruiter as part of the application process. Click here for more details. By applying for this job, you agree to receive calls, AI-generated calls, text messages, or emails from Everforth Apex and its affiliates, and contracted partners. Frequency varies for text messages. Message and data rates may apply. Carriers are not liable for delayed or undelivered messages. You can reply STOP to cancel and HELP for help. You can access our privacy policy at

Everforth Apex Benefits Overview: Everforth Apex offers a range of supplemental benefits, including medical, dental, vision, life, disability, and other insurance plans that offer an optional layer of financial protection. We offer an ESPP (employee stock purchase program) and a 401K program which allows you to contribute typically within 30 days of starting, with a company match after 12 months of tenure. Everforth Apex also offers a HSA (Health Savings Account on the HDHP plan), a SupportLinc Employee Assistance Program (EAP) with up to 8 free counseling sessions, a corporate discount savings program and other discounts. In terms of professional development, Everforth Apex hosts an on-demand training program, provides access to certification prep and a library of technical and leadership courses/books/seminars once you have 6+ months of tenure, and certification discounts and other perks to associations that include CompTIA and IIBA. Everforth Apex has a dedicated customer service team for our Consultants that can address questions around benefits and other resources, as well as a certified Career Coach. You can access a full list of our benefits, programs, support teams and resources within our 'Welcome Packet' as well, which an Everforth Apex team member can provide.

Everforth Apex Systems is an equal opportunity employer. We do not discriminate or allow discrimination on the basis of race, color, religion, creed, sex (including pregnancy, childbirth, breastfeeding, or related medical conditions), age, sexual orientation, gender identity, national origin, ancestry, citizenship, genetic information, registered domestic partner status, marital status, disability, status as a crime victim, protected veteran status, political affiliation, union membership, or any other characteristic protected by law. Everforth Apex will consider qualified applicants with criminal histories in a manner consistent with the requirements of applicable law.

If you require an accommodation under the Americans with Disabilities Act to participate in an interview with a virtual recruiter or to use our website for a search or application, please contact our Benefits Department at [email protected] or View phone number on click.appcast.io. Please note that this contact information is strictly to be used for medical ADA accommodations and that no other inquiries will be answered.

UnitedHealthcare creates and publishes the Transparency in Coverage Machine-Readable Files on behalf of Everforth Apex Systems.


Everforth Apex is a world-class IT services company that serves thousands of clients across the globe. When you join Everforth Apex, you become part of a team that values innovation, collaboration, and continuous learning. We offer quality career resources, training, certifications, development opportunities, and a comprehensive benefits package. Our commitment to excellence is reflected in many awards, including ClearlyRated's Best of Staffing® in Talent Satisfaction in the United States and Great Place to Work® in the United Kingdom and Mexico. Everforth Apex uses a virtual recruiter as part of the application process. Click here for more details.


Everforth Apex Benefits Overview: Everforth Apex offers a range of supplemental benefits, including medical, dental, vision, life, disability, and other insurance plans that offer an optional layer of financial protection. We offer an ESPP (employee stock purchase program) and a 401K program which allows you to contribute typically within 30 days of starting, with a company match after 12 months of tenure. Everforth Apex also offers a HSA (Health Savings Account on the HDHP plan), a SupportLinc Employee Assistance Program (EAP) with up to 8 free counseling sessions, a corporate discount savings program and other discounts. In terms of professional development, Everforth Apex hosts an on-demand training program, provides access to certification prep and a library of technical and leadership courses/books/seminars once you have 6+ months of tenure, and certification discounts and other perks to associations that include CompTIA and IIBA. Everforth Apex has a dedicated customer service team for our Consultants that can address questions around benefits and other resources, as well as a certified Career Coach. You can access a full list of our benefits, programs, support teams and resources within our 'Welcome Packet' as well, which an Everforth Apex team member can provide.