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Machine Learning Engineer Associate Jobs in Saint Augustine, FL

Those in data science and machine learning engineering at PwC will focus on leveraging advanced analytics and machine learning techniques to extract insights from large datasets and drive data-driven ...

Master's degree in Computer Science or a related discipline with a focus on AI or machine learning is preferred. * 3 to 5 years of software engineering experience, including hands-on development of ...

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Machine Learning Engineer Associate information

See Saint Augustine, FL salary details

$36.2K

$72.1K

$115.1K

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

As of Jul 14, 2026, the average yearly pay for machine learning engineer associate in Saint Augustine, FL is $72,081.00, according to ZipRecruiter salary data. Most workers in this role earn between $57,100.00 and $82,900.00 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 are Machine Learning Engineer Associates?

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 job categories do people searching Machine Learning Engineer Associate jobs in Saint Augustine, FL look for? The top searched job categories for Machine Learning Engineer Associate jobs in Saint Augustine, FL are:
What cities near Saint Augustine, FL are hiring for Machine Learning Engineer Associate jobs? Cities near Saint Augustine, FL with the most Machine Learning Engineer Associate job openings:
Infographic showing various Machine Learning Engineer Associate job openings in Saint Augustine, FL as of July 2026, with employment types broken down into 1% As Needed, 63% Full Time, 33% Part Time, 1% Temporary, and 2% Contract. Highlights an 96% Physical, 2% Hybrid, and 2% Remote job distribution, with an average salary of $72,081 per year, or $34.7 per hour.
Information Technology_USA - USA_Developer

Information Technology_USA - USA_Developer

Real Soft, Inc.

Jacksonville, FL • On-site

$45.75 - $62.50/hr

Contractor

Re-posted 11 days ago


Job description

**Please strictly adhere to the following resume naming convention:
ALL CAPS, NO SPACES BETWEEN UNDERSCORES
PTN_US_GBAMSREQID_CandidateBeelineID
Example: PTN_US_9999999_SKIPJOHNSON0413
: -
MSP Owner: Michelle Lee
Location: Cairo, IL
Duration: 6 months
skill id: 10787055
We are seeking skilled professionals in AI, Data Science, and Operations Research (OR) with strong coding and problem-solving abilities.
Core Technical Skills:
Programming: Python (must-have), SQL
Optimization Tools: PuLP, CPLEX
AI/ML: Machine Learning, GenAI (ChatGPT, Mistral), LLMs
Other Tools: MS Copilot, Element (optimization), Wibey
Core Areas:
AI / Data Science
Operations Research & Optimization
Forecasting & Mathematical Modeling
Key Responsibilities:
Develop and implement ML/AI models and optimization solutions
Work on large-scale optimization problems (Linear/Mixed Integer Programming)
Build and test data-driven solutions with strong coding practices
Leverage GenAI tools for automation, coding, and productivity
Collaborate with cross-functional teams and communicate effectively
Evaluation (HackerRank):
Python coding (data structures, ML-related problems)
SQL queries and data handling
Problem-solving and logical reasoning
Additional Skills:
Strong coding and testing skills
Familiarity with auto-coding / AI-assisted development
Good communication and collaboration skills
Skills: Digital : Machine Learning
Experience Required[RATE REDACTED], Project Code :