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Machine Learning Engineer Associate Jobs in Knoxville, TN

AI/ML Engineer Category: Software Development/ Engineering Main location: United States, Tennessee ... Machine Learning * Python (Anaconda) AI/ML * Retrieval-Augmented Gen.(RAG) What you can expect from ...

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Machine Learning Engineer Associate information

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$39.6K

$78.9K

$126K

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

As of Aug 11, 2026, the average yearly pay for machine learning engineer associate in Knoxville, TN is $78,867.00, according to ZipRecruiter salary data. Most workers in this role earn between $62,500.00 and $90,700.00 per year, depending on experience, location, and employer.

What are some common challenges faced by machine learning engineer associates when deploying models to production?

Machine Learning Engineer Associates often encounter challenges such as ensuring model scalability, managing data pipeline reliability, and addressing issues with model drift after deployment. Collaborating closely with data engineers and software developers is essential to integrate models seamlessly into existing systems. Additionally, balancing model performance with resource constraints and maintaining clear documentation for reproducibility are important aspects of the role. Gaining familiarity with deployment tools and best practices can help overcome these hurdles.

What is a machine learning engineer associate?

Machine Learning Engineer Associates are entry-level professionals who help design, build, and maintain machine learning models and systems. They typically work under the guidance of senior engineers, assisting in data preprocessing, model training, and testing. Their responsibilities may include implementing algorithms, evaluating model performance, and deploying solutions to production environments. This role requires a strong foundation in programming, statistics, and machine learning principles, often acquired through education or internships.

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

To thrive as a Machine Learning Engineer Associate, you need a solid understanding of programming (especially Python), mathematics, and foundational machine learning concepts, typically supported by a relevant degree or coursework. Familiarity with tools and frameworks like TensorFlow, PyTorch, scikit-learn, and experience with version control systems such as Git are essential. Strong problem-solving abilities, communication skills, and a collaborative mindset help you work effectively within technical teams. These competencies ensure you can develop, implement, and improve machine learning models that deliver actionable insights and drive business value.
What are the most commonly searched types of Machine Learning Engineer jobs in Knoxville, TN? The most popular types of Machine Learning Engineer jobs in Knoxville, TN are:
What are popular job titles related to Machine Learning Engineer Associate jobs in Knoxville, TN? For Machine Learning Engineer Associate jobs in Knoxville, TN, the most frequently searched job titles are:
What job categories do people searching Machine Learning Engineer Associate jobs in Knoxville, TN look for? The top searched job categories for Machine Learning Engineer Associate jobs in Knoxville, TN are:
What cities near Knoxville, TN are hiring for Machine Learning Engineer Associate jobs? Cities near Knoxville, TN with the most Machine Learning Engineer Associate job openings:

Physical (Outdoor) Substation Engineering Associate

Mesa Accosiates

Knoxville, TN • On-site

Full-time

Re-posted 25 days ago


Job description

PDS 5 / Power Delivery Substation
This position is not eligible for recruiting or sourcing by outside parties.
Disclaimer: Be cautious and only respond to emails from our "mesainc.com" domain. We will never ask for sensitive information, such as bank account details, SSN, etc., via email. If you receive any communication asking for such information, it is not from Mesa. For any concerns, or to verify the authenticity of a message, please contact us through our official channels.
Mesa seeks a Physical (Outdoor) Substation Engineering Associate to be responsible for the design and/or checking of deliverables associated with a high voltage substation. This person will be responsible for the design of deliverables associated with a high voltage substation. This typically includes, but is not limited to: One Line Diagrams, Substation Layouts, Foundation Plans, Conduit/Raceway Plans, Grounding Plans, Bills of Materials, and Cable Schedules. The design will be done using Autodesk products, mainly Inventor and AutoCAD. 3D substation models will be created using Inventor to produce a set of Plan Layout and Elevation Views. AutoCAD will be used to develop all other drawings as part of the Physical Design package.
Responsibilities
  • Must be able to complete assignments within budget and schedule with a high degree of accuracy
  • Works under the direction of a Physical (Outdoor) Substation Engineering Group Lead
  • Utilize AutoCAD/Inventor based physical design standards
  • Performs technical preparation of deliverables and other project documents
  • Ensures deliverables comply with IEEE and/or client standards and meet applicable design requirements

Required Qualifications
  • Bachelor's degree in Electrical or Mechanical Engineering (ABET Accredited)
  • Proficiency in verbal and written communication
  • Proficiency with layout designs in 2D

Preferred Qualifications
  • Expertise utilizing AutoCAD and/or Inventor
  • Knowledge of Power Systems or Substation Design
  • Keen interest in learning and using the latest Autodesk software tools, methods, and technologies to develop Power Substation design
  • Proficiency with layout designs in 3D
  • Engineer-in-Training Certification (EIT)

This opportunity is for a hybrid (home and office) arrangement located in Knoxville, TN.
Notice to External Search Firms: Mesa Associates, Inc. and its subsidiaries do not accept unsolicited resumes and will not be obligated to pay a placement fee for unsolicited resumes. Mesa Associates, Inc. Talent Acquisition engages with approved search firms directly for specific hiring needs.
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