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Associate Machine Learning Jobs in Santa Barbara, CA

Create3D and 2D layouts thatare ready tobe used to construct processes or fabricated machinery ... Join our global team of 14,000+ associates whose passion for discovery and determination to ...

Material Handler

Carpinteria, CA · On-site

$39K - $62K/yr

Operate a shrink-wrap machine. Charge forklift battery as needed; stack and/or separate good from ... Join our global team of 14,000+ associates whose passion for discovery and determination to ...

Material Handler

Carpinteria, CA · On-site

$39K - $62K/yr

Operate a shrink-wrap machine. Charge forklift battery as needed; stack and/or separate good from ... Join our global team of 14,000+ associates whose passion for discovery and determination to ...

Material Handler

Carpinteria, CA · On-site

$39K - $62K/yr

Operate a shrink-wrap machine. Charge forklift battery as needed; stack and/or separate good from ... Join our global team of 14,000+ associates whose passion for discovery and determination to ...

Showing results 21-28

Associate Machine Learning information

See Santa Barbara, CA salary details

$35K

$148.1K

$349.9K

How much do associate machine learning jobs pay per year?

As of Aug 8, 2026, the average yearly pay for associate machine learning in Santa Barbara, CA is $148,055.00, according to ZipRecruiter salary data. Most workers in this role earn between $51,200.00 and $224,800.00 per year, depending on experience, location, and employer.

What is the difference between Associate Machine Learning vs Data Scientist?

AspectAssociate Machine LearningData Scientist
Required CredentialsBachelor's degree in CS, Data Science, or related field; some roles may require certifications in ML or AIBachelor's or Master's in CS, Statistics, or related; often requires experience with data analysis and programming
Work EnvironmentEntry-level, team-based projects, focused on supporting ML models and data preprocessingMore autonomous, involved in data analysis, model development, and interpretation
Employer & Industry UsageTech companies, startups, research labs; roles in AI and ML teamsWide range of industries including tech, finance, healthcare, and consulting

While both roles involve working with data and machine learning, an Associate Machine Learning typically focuses on supporting ML projects with less experience, whereas a Data Scientist has broader responsibilities including data analysis, model development, and strategic insights. The roles often overlap but differ in scope and experience level.

What are the key skills and qualifications needed to thrive as an associate machine learning engineer?

To thrive as an Associate Machine Learning Engineer, you need a solid background in mathematics, programming (especially Python), and foundational machine learning concepts, usually supported by a relevant degree. Familiarity with tools like TensorFlow, PyTorch, scikit-learn, and experience with data processing libraries and version control systems is typically required. Strong analytical thinking, problem-solving ability, and effective collaboration skills help you stand out in this role. These competencies are essential for developing robust models, working efficiently with teams, and delivering impactful data-driven solutions.

What are some common challenges faced by associate machine learning professionals when transitioning from academic projects to real-world business applications?

Associate Machine Learning professionals often find that moving from academic or theoretical projects to business-focused environments introduces new challenges. Real-world datasets can be messy, incomplete, or imbalanced, requiring additional data cleaning and preprocessing. Moreover, business timelines may require rapid prototyping and iterative model development, which is different from the more open-ended nature of academic research. Collaborating with cross-functional teams such as data engineers, product managers, and business stakeholders is also essential to align models with organizational goals. Adapting to these practical aspects is key to succeeding in an Associate Machine Learning role.

What does an associate machine learning engineer do?

An Associate Machine Learning Engineer assists in designing, developing, and deploying machine learning models under the supervision of senior engineers. They handle tasks such as data preprocessing, model evaluation, and maintaining machine learning pipelines. Associates often collaborate with data scientists, software engineers, and business teams to ensure that machine learning solutions are integrated effectively into products or services. This role is typically entry-level or early career and is a stepping stone toward more advanced machine learning positions.
What are the most commonly searched types of Machine Learning jobs in Santa Barbara, CA? The most popular types of Machine Learning jobs in Santa Barbara, CA are:
What cities near Santa Barbara, CA are hiring for Associate Machine Learning jobs? Cities near Santa Barbara, CA with the most Associate Machine Learning job openings:

Full-time

Re-posted 8 days ago


Job description

The Opportunity:Process Engineer

Avantor is seeking a Project Engineer to support the execution of engineering projects by implementing operational goals and overseeing technical project activities. This role is responsible for managing smaller projects and/or defined phases of larger engineering initiatives, ensuring deliverables are completed on time, within scope, and aligned with quality standards.

The Project Engineer analyzes recurring but varied technical issues, applies sound engineering judgment, and collaborates with cross-functional teams, vendors, and subcontractors to drive project success. This role operates with moderate supervision while contributing to project planning, coordination, and technical problem-solving.

This is a full-time position based out of our Carpinteria, CA location.

How you will thrive and create an impact:

  • Support the planning and execution of engineering projects, including defined phases of larger initiatives, ensuring alignment with schedule, scope, and quality expectations.
  • Analyze technical data and project requirements to identify solutions for recurring or moderately complex engineering challenges.
  • Performcostevaluation on assigned projects, track budget by monitoring costs, and control budget to stay within scope of work.
  • Maintain effective communication with internal stakeholders, vendors, and subcontractors to ensure alignment and timely resolution of technical issues.
  • Provide technical support and guidance during project execution, helping resolve design, production, or implementation challenges.
  • Ensure assigned project activities comply with applicable safety, quality, and regulatory standards.
  • Prepare and maintain project documentation, including reports, schedules, and status updates.
  • Be able to properly manage project budget, properly receive all invoices, and very payment of project contractors.
  • Support risk identification and mitigation planning to help ensure successful project outcomes.
  • Participate in project review meetings, providing updates on assigned tasks, progress, and issues.
  • Ability to calculate static loads, dynamic loads, and perform energy balances.
  • Create P&ID's of new and existing systems using AutoCAD.
  • Create three-dimensional models, and equipment layouts drawings SOLIDWORKS software.
  • Create site layouts using AutoCAD as directed.
  • Create3D and 2D layouts thatare ready tobe used to construct processes or fabricated machinery.
  • Be able to use Microsoft Project to construct and design proper timelines and properly estimate completion of project.
  • Other duties as assigned.

What we're looking for:

  • Education:
  • Bachelor's degree preferred in an Engineering or related technical field.
  • Experience:
  • 2-5+ years of relevant engineering or project coordination experience.
  • Working knowledge of engineering principles, project management practices, and technical problem-solving.
  • Experience coordinating with cross-functional teams and external vendors or contractors.
  • Familiarity with project planning tools, scheduling techniques, and cost tracking methods.
  • Knowledge in creating drawings using SOLIDWORKS and AutoCAD.
  • Additional Qualifications:
  • Strong analytical and problem-solving skills.
  • Effective communication and collaboration abilities.
  • Ability to manage multiple tasks and priorities simultaneously.
  • Detail-oriented with strong organizational skills.
  • Working knowledge of safety and regulatory requirements.
  • Proficiency in project management and engineering software/tools.

Scope & Impact:

  • Manages smaller-scale projects or components of larger projects.
  • Works under guidance of senior engineers or project managers.
  • Contributes to project efficiency, quality, and timely delivery.
Disclaimer:

The above statements are intended to describe the general nature and level of work being performed by employees assigned to this classification. They are not intended to be construed as an exhaustive list of all responsibilities, duties and skills required of employees assigned to this position. Avantor is proud to be an equal opportunity employer.

Why Avantor?

Dare to go further in your career. Join our global team of 14,000+ associates whose passion for discovery and determination to overcome challenges relentlessly advances life-changing science.
The work we do changes people's lives for the better. It brings new patient treatments and therapies to market, giving a cancer survivor the chance to walk his daughter down the aisle. It enables medical devices that help a little boy hear his mom's voice for the first time. Outcomes such as these create unlimited opportunities for you to contribute your talents, learn new skills and grow your career at Avantor.
We are committed to helping you on this journey through our diverse, equitable and inclusive culture which includes learning experiences to support your career growth and success. At Avantor, dare to go further and see how the impact of your contributions set science in motion to create a better world. Apply today!

Pay Transparency:

The expected pre-tax pay for this position is

$69,000.00 - $110,975.00

Actual pay may differ depending on relevant factors such as prior experience and geographic location.

EEO Statement:

We are an Equal Employment/Affirmative Action employer and VEVRAA Federal Contractor. We do not discriminate in hiring on the basis of sex, gender identity, sexual orientation, race, color, religious creed, national origin, physical or mental disability, protected Veteran status, or any other characteristic protected by federal, state/province, or local law.

If you need a reasonable accommodation for any part of the employment process, please contact us by email at recruiting@avantorsciences.comand let us know the nature of your request and your contact information. Requests for accommodation will be considered on a case-by-case basis. Please note that only inquiries concerning a request for reasonable accommodation will be responded to from this email address.

For more information about equal employment opportunity protections, please view the Know Your Rights poster.

Privacy Policy:

We will use the personal information that you have submitted to us in order to consider your application for the relevant role.

Your privacy is important to us. Please click here for our Privacy Policy which explains the purposes for which we will use your personal information and the ways in which we will handle and retain your information. It also explains the rights you have in relation to your information, and how to contact us with any queries or requests.

3rd Party Non-Solicitation Policy:

By submitting candidates without having been formally assigned on and contracted for a specific job requisition by Avantor, or by failing to comply with the Avantor recruitment process, you forfeit any fee on the submitted candidates, regardless of your usual terms and conditions. Avantor works with a preferred supplier list and will take the initiative to engage with recruitment agencies based on its needs and will not be accepting any form of solicitation.