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Senior Machine Learning Engineer Jobs in Rainsville, AL

Westrock

Staff Eng, Proj Engineering

Stevenson, AL · On-site

General Information Job ID ATR61795 Posting Job Title Senior Mechanical Project Engineer Locations ... machines that manufacture corrugated medium from both hardwood virgin fiber and OCC and is one of ...

Westrock

Staff Eng, Proj Engineering

Stevenson, AL · On-site

General Information Job ID ATR62180 Posting Job Title Senior Project Engineer - Electrical ... machines that manufacture corrugated medium from both hardwood virgin fiber and OCC and is one of ...

All JobsMachine Learning Engineer JobsSenior Machine Learning Engineer JobsSenior Machine Learning Engineer Jobs in Rainsville, AL

Senior Machine Learning Engineer information

See Rainsville, AL salary details

$49.2K

$104.6K

$151.7K

How much do senior machine learning engineer jobs pay per year?

As of Aug 11, 2026, the average yearly pay for senior machine learning engineer in Rainsville, AL is $104,609.00, according to ZipRecruiter salary data. Most workers in this role earn between $86,400.00 and $118,600.00 per year, depending on experience, location, and employer.

What are some common challenges senior machine learning engineers face when deploying models to production, and how can they be addressed?

Senior Machine Learning Engineers often encounter challenges related to model scalability, maintaining performance in real-world scenarios, and ensuring reliable integration with existing systems. Addressing these challenges typically involves thorough testing, implementing robust monitoring for model drift, and collaborating closely with DevOps and software engineering teams to streamline deployment pipelines. Staying updated on best practices in MLOps and adopting tools for automated deployment and monitoring can greatly improve the reliability and efficiency of production models.

What does a senior machine learning engineer do?

A Senior Machine Learning Engineer designs, develops, and implements machine learning models to solve complex problems. They are responsible for selecting appropriate algorithms, preprocessing data, and optimizing model performance. Additionally, they collaborate with data scientists, software engineers, and product teams to integrate machine learning solutions into production systems. Senior engineers also mentor junior team members and contribute to setting technical direction for machine learning projects.

What are the key skills and qualifications needed to thrive as a senior machine learning engineer, and why are they important?

To thrive as a Senior Machine Learning Engineer, you need advanced knowledge of machine learning algorithms, statistical modeling, and programming languages like Python or Java, typically supported by a degree in computer science or a related field. Experience with frameworks and tools such as TensorFlow, PyTorch, scikit-learn, and cloud platforms, as well as familiarity with version control and CI/CD systems, is essential. Strong problem-solving, communication, and leadership skills help you collaborate effectively and mentor junior team members. These capabilities are crucial for designing scalable ML solutions and driving impactful results within complex, dynamic projects.

What is the difference between Senior Machine Learning Engineer vs Data Scientist?

AspectSenior Machine Learning EngineerData Scientist
Required CredentialsBachelor's/Master's in CS, ML, or related; experience with ML frameworksBachelor's/Master's in CS, Statistics, or related; strong analytical skills
Work EnvironmentDevelops and deploys ML models in production systemsAnalyzes data, builds models, and provides insights
Industry UsageTech, finance, healthcare, e-commerceResearch, finance, marketing, tech

While both roles require strong technical skills and knowledge of machine learning, Senior Machine Learning Engineers focus more on deploying scalable ML solutions in production environments, whereas Data Scientists primarily analyze data and develop models for insights. The roles often overlap but differ in their core responsibilities and focus areas.

What cities near Rainsville, AL are hiring for Senior Machine Learning Engineer jobs? Cities near Rainsville, AL with the most Senior Machine Learning Engineer job openings:
Senior Machine Learning Engineer jobs near you
Infographic showing various Senior Machine Learning Engineer job openings in Rainsville, AL as of August 2026, with employment types broken down into 1% As Needed, 64% Full Time, 32% Part Time, 1% Temporary, and 2% Contract. Highlights an 87% Physical, 3% Hybrid, and 10% Remote job distribution, with an average salary of $104,609 per year, or $50.3 per hour.

Staff Eng, Proj Engineering

Westrock

Stevenson, AL • On-site

Full-time

Re-posted 19 days ago

Job description

General Information
Job ID
ATR61795
Posting Job Title
Senior Mechanical Project Engineer
Locations
AL Stevenson
Employment Type
Full Time
Date Posted
06-May-2026
Relocation Support
No
Description & Requirements
Smurfit Westrock (NYSE:SW) is the go-to leader and partner of choice in sustainable packaging. We are dedicated to creating efficient and scalable paper and packaging solutions to help solve complex packaging challenges. Guided by our values of safety, loyalty, integrity and respect, we are committed to delivering meaningful value for shareholders, customers, employees and the communities where we operate.
THE OPPORTUNITY:
Reporting to the Engineering Manager, the Project / Sr. Project Engineer manages and completes numerous projects that span multiple engineering disciplines and mill operating areas. This position manages and supports the implementation of capital projects within the mill as well as supporting the mill reliability and improvement efforts. The position requires strong project management and technical skills to coordinate different disciplines within the Engineering department, Operations, Maintenance, consulting engineers, and vendors. This position is located onsite at the Stevenson, AL paper mill.
The Stevenson Mill is a complex, fully integrated pulp and paper manufacturing facility with two machines that manufacture corrugated medium from both hardwood virgin fiber and OCC and is one of North America's largest semi-chemical pulp and paper mill. Stevenson, Alabama is centrally located between Chattanooga, Tennessee and Huntsville, Alabama. This is a unionized facility with approximately 418 employees.
HOW YOU WILL IMPACT SMURFIT WESTROCK:
  • Manage and complete maintenance repair projects during annual shutdowns
  • Provide engineering expertise to Operations and Maintenance departments to help resolve various operating problems
  • Perform capital project development and execution that satisfies the promised scope, budget, objectives, and schedule while meeting all safety and environmental expectations.

  • Develop capital projects in established phases so that all aspects of the project are thoroughly evaluated, and project risk is identified
  • Lead projects through all phases of the project life cycle including business planning, scope development/technical alternative analysis, project planning, design, construction, and setting up critical recommended spares as storeroom stocked items.
  • Forecast capital spending for each project
  • Support document controls including checking drawings in and out of the system and transmitting documents; coordinate development of drawings and specifications

  • Coordinate with the different disciplines within the Engineering Department on assigned projects
  • Initiate purchase requisitions for equipment, labor, and materials for assigned capital and repair projects.
  • Manage the direction of consultants, contractors, and maintenance work associated with assigned capital and repair projects.
  • May have additional duties to support Operations and Maintenance personnel and departments in operating areas of the mill on nights, weekends, and holidays

  • Mentor Engineering Co-ops to sustain the technical company workforce and to increase the engineering department's productivity.

WHAT YOU NEED TO SUCCEED:
  • Bachelor's degree in Mechanical Engineering
  • 4 - 10 years of capital project experience in heavy industrial or process industries, Pulp and Paper experience preferred
  • Strong analytical, technical, interpersonal, and communication skills
  • The ability to manage multiple projects simultaneously and use problem solving tools
  • Competency in project management tools and software, such as Microsoft Excel, PowerPoint, Outlook, MS Project, and process historical data software (PI Vision).

Keywords: mechanical project engineer, mechanical engineer, project engineer, senior project engineer, mechanical engineering, mechanical engineering, capital projects, capital project engineer, capital projects engineer, senior capital projects engineer, capital project manager, senior capital project engineer, spending, budgets, scheduling, planning, capital spend, spend, commissioning, installation, winder, winders, paper machine, paper machines, liner, medium, kraft, lightweight, kraft paper, kraft board, corrugated medium, medium paper, paper, sbb, sbs, linerboard, paperboard
Candidates are required to undergo a drug screening after receiving a conditional job offer, but before starting employment.
Qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, disability, protected veteran status or other characteristics protected by state or federal law.

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