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Machine Learning Engineer Python Jobs in Tucson, AZ

Demonstrated experience with signal processing, image processing, computer vision, or machine learning * Experience programming in Python, C, C++, MATLAB or similar languages * Intellectual curiosity ...

Data Science Tutor

Tucson, AZ · Remote

$18 - $40/hr

Deep knowledge of statistical analysis, data wrangling, exploratory data analysis, machine learning, data visualization, SQL, Python or R programming, hypothesis testing, and communication of data ...

... machine learning, deep learning, and statistical modeling. * Strong data wrangling and preprocessing skills for large, heterogeneous datasets. * Expert-level programming skills in Python and/or R ...

Scientist

Tucson, AZ · On-site

$80K - $130K/yr

... and machine learning. These efforts involve the development of advanced algorithms, scalable ... Significant experience programming in Python, C/C++, MATLAB or similar languages * Experience ...

As a DataAnnotation's coder, you'll be part of a growing community of over 100,000 professionals -- including front-end, back-end, full-stack, machine learning, and other engineers -- who are driving ...

QA Engineer - AI Trainer

Tucson, AZ · Remote

$50 - $100/hr

As a DataAnnotation's coder, you'll be part of a growing community of over 100,000 professionals -- including front-end, back-end, full-stack, machine learning, and other engineers -- who are driving ...

Linear Algebra Tutor

Tucson, AZ · Remote

$18 - $40/hr

... data science, engineering, and advanced mathematics. * Conceptual Teaching & Problem-Solving ... machine learning, and quantum mechanics applications. * Curriculum Awareness & Adaptive Instruction:

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Machine Learning Engineer Python information

See Tucson, AZ salary details

$21.7K

$132.3K

$191.5K

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

As of Jun 25, 2026, the average yearly pay for machine learning engineer python in Tucson, AZ is $132,340.00, according to ZipRecruiter salary data. Most workers in this role earn between $104,500.00 and $155,500.00 per year, depending on experience, location, and employer.

What are some common challenges faced by Machine Learning Engineers working with Python, and how can they be addressed?

Machine Learning Engineers using Python often encounter challenges such as managing large datasets, ensuring efficient model deployment, and maintaining reproducibility of experiments. Handling data pipelines and model versioning can be complex, especially as projects scale. To address these issues, engineers typically use tools like Pandas and Dask for data handling, Docker for containerization, and MLflow or DVC for tracking experiments and models. Collaborating closely with data engineers, software developers, and product teams is also essential to streamline workflows and ensure models are production-ready.

What are the key skills and qualifications needed to thrive as a Machine Learning Engineer Python, and why are they important?

To thrive as a Machine Learning Engineer Python, you need a solid background in computer science, statistics, and mathematics, along with proficiency in Python programming and machine learning concepts. Familiarity with frameworks such as TensorFlow, PyTorch, Scikit-learn, and experience with cloud platforms or MLOps tools are highly valued, as are certifications like Google Professional Machine Learning Engineer. Strong problem-solving abilities, communication skills, and a collaborative mindset help set you apart in this field. These skills enable engineers to design, implement, and deploy effective machine learning solutions that address real-world challenges in dynamic, team-oriented environments.

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

AspectMachine Learning Engineer PythonData Scientist
Required CredentialsBachelor's/Master's in CS, Data Science, or related; Python skills; ML certificationsBachelor's/Master's in Statistics, CS, or related; Python/R skills; Data analysis certifications
Work EnvironmentDevelops scalable ML models, deploys algorithms, collaborates with engineering teamsAnalyzes data, builds models, interprets results, communicates insights
Employer & Industry UsageTech companies, startups, AI-focused firmsFinance, healthcare, marketing, research institutions

While both roles require Python proficiency and data skills, Machine Learning Engineers focus on building and deploying scalable ML models, whereas Data Scientists analyze data and generate insights. The roles often overlap but differ in their primary focus and responsibilities.

What is a Machine Learning Engineer Python?

A Machine Learning Engineer Python is a professional who uses the Python programming language to design, build, and deploy machine learning models and systems. They work with large datasets, develop algorithms, and use Python libraries such as TensorFlow, scikit-learn, and PyTorch to solve complex problems. Their responsibilities also include preprocessing data, training models, evaluating performance, and integrating solutions into production environments. Machine Learning Engineers often collaborate with data scientists, software engineers, and business stakeholders to create scalable and efficient machine learning applications.
What are popular job titles related to Machine Learning Engineer Python jobs in Tucson, AZ? For Machine Learning Engineer Python jobs in Tucson, AZ, the most frequently searched job titles are:
Scientist (Algorithm Developer)

Scientist (Algorithm Developer)

Arete Associates

Tucson, AZ • On-site

$85K - $145K/yr

Full-time

Medical, Dental, Vision, Life, Retirement, PTO

Posted 11 days ago


Job description

At Areté, we are on the forefront of utilizing innovative solutions, with great minds from all backgrounds, to help solve the nation’s most complex security challenges. We strive for an inclusive, collaborative team environment that approaches differences as opportunities for innovation and excellence. As an employee-owned company, we foster an atmosphere that propels diverse career opportunities and professional growth.

Discover your future with us.

We are seeking a mid-level Scientist (Algorithm Developer) with a strong background in Math, Physics, and Scientific Computing. The successful candidate will join a staff of signal/image processing scientists and software engineers that support the development of signal and image processing algorithms and software. In this position you will analyze data, evaluate existing algorithm performance, develop and prototype new algorithms or enhancements to existing algorithms and work with software engineers to implement the algorithms into robust and highly performant software.

The successful candidate may ultimately be utilized in one or more of the following areas: ocean remote sensing, signal/image processing, state estimation, detection and tracking, computer vision, machine learning, physics-based modeling, data analysis, and sensor characterization. This role requires a passion for solving challenging technical problems in a collaborative environment.

This is a non-exempt, non-supervisory, full-time position based in our Tucson, AZ office.

We have an impressive range of benefits, programs, and perks that we offer:

Generous PTO and Leave Times

  • Flextime Scheduling
  • Bereavement
  • Paid Time Off (PTO)
  • Paid Parental Leave

Financial Benefits

  • Company-funded 5% contribution to your 401(k) retirement plan
  • Company-funded 5% contribution to your Employee Stock Ownership Plan
  • Continuing Education Assistance

Health, Medical, and Wellness Benefits

  • Medical Insurance
  • Dental & Vision Insurance
  • Life Insurance and Long-Term Disability (LTD)
  • Vision Reimbursement

What We Value:

  • Creativity and innovation in solving challenges
  • Integrity and responsibility in all actions
  • Collaboration across teams and specialties
  • Responsiveness in fast-paced environments
  • Passion for national security and excellence

Experiences and Background We Look For (required skills):

  • Qualified candidates will have a BS, MS, or PhD in a STEM discipline
  • Demonstrated experience with signal processing, image processing, computer vision, or machine learning
  • Experience programming in Python, C, C++, MATLAB or similar languages
  • Intellectual curiosity and a desire for continuous learning
  • Ability to work with minimal supervision and collaborate with small teams
  • Excellent written and verbal communication skills
  • Willingness to work onsite in the office 100%
  • Must be able to obtain and maintain a TS/SCI security clearance and meet customer-specific security screening requirements

Nice to Have (preferred skills):

  • Experience working in a Linux environment
  • Physics-based modeling and simulation experience
  • Remote sensing experience utilizing Electro-Optics or Synthetic Aperture RADAR
  • Computer vision, image and data fusion, image classification or automated target recognition
  • Parallel programming experience (threads, MPI, CUDA, etc.)
  • Active Top Secret Clearance

The salary range for this role depends on the candidate’s level of experience:

  • Scientist 1: $85,000 - $105,000 [required BS degree or higher]
  • Scientist 2: $100,000 - $125,000 [required BS+2 years’ experience OR MS degree]
  • Staff Scientist: $120,000 - $145,000 [required BS+5 years’ experience OR MS+3 years’ experience]

However, Arete considers several factors when extending an offer of employment, including but not limited to the position and associated responsibilities, a candidate’s work experience, education/training, and key skills.

Other Considerations

Areté is committed to the principles of equal employment opportunity and nondiscrimination, and we believe every person has the right to be treated with fairness, dignity, and equal consideration.

Areté is an Equal Opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, gender identity, marital status, national origin, age, veteran status, disability, or any other characteristic protected by applicable federal, state, or local law.

U.S. citizenship is required to meet position eligibility.

Successful passage of a criminal background screen is required to meet position eligibility.

Selected applicants will be subject to a government security investigation and must meet eligibility requirements for access to classified information.

Areté will consider for employment qualified applicants with criminal histories in a manner consistent with the requirements of the Los Angeles Fair Chance Initiative for Hiring.

Successful passage of a Department of Transportation (DOT) drug test is required to meet position eligibility.

If you are a qualified individual with a disability or a disabled veteran, you have the right to request an accommodation if you are unable or limited in your ability to use or access our website because of your disability. To request an accommodation, please contact Areté Human Resources at 818-885-2200 for assistance.