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Machine Learning Engineer Associate Jobs in Ann Arbor, MI

Mariana Minerals

Sr. Data Engineer

Ann Arbor, MI · On-site

$103K - $140K/yr

The role involves working across various data domains and collaborating with machine learning engineers to enhance production processes. Responsibilities : • Work across domains--for example, all ...

Pwc

AI Engineer

Detroit, MI · On-site

$55K - $187K/yr

... Machine Learning-based solutions at scale. As a Senior Associate, you will leverage your skills to analyze complex problems, mentor others, and maintain professional standards. You will focus on ...

University of Michigan

Data Architect Senior

Ann Arbor, MI · On-site

$65.75 - $88/hr

Job Summary The Machine Learning in Neurosurgery (MLiNS) Lab at the University of Michigan is recruiting a Data Scientist / Machine Learning Engineer to build and lead the multimodal data ...

Deloitte

Senior AI Engineer - SFL Scientific

Detroit, MI · On-site

$103K - $142K/yr

Work You'll Do As a Senior AI Engineer, you'll work cross-functionally with data scientists, machine learning engineers, project managers, and industry experts to develop robust AI infrastructure and ...

Pwc

US Tech - AI Engineering Senior Associate

Detroit, MI · On-site

$55K - $187K/yr

Those in data science and machine learning engineering at PwC will focus on leveraging advanced ... As a Senior Associate you will analyze complex problems, mentor others, and maintain elevated ...

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Machine Learning Engineer Associate information

See Ann Arbor, MI salary details

$40.6K

$80.8K

$129.1K

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

As of Aug 8, 2026, the average yearly pay for machine learning engineer associate in Ann Arbor, MI is $80,846.00, according to ZipRecruiter salary data. Most workers in this role earn between $64,100.00 and $92,900.00 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 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 Ann Arbor, MI? The most popular types of Machine Learning Engineer jobs in Ann Arbor, MI are:
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Machine Learning Engineer Associate jobs near you

Data Science and Machine Learning Senior Associate

FastTek

Allen Park, MI

Full-time

Medical, Dental, Vision, Life, Retirement, PTO

Re-posted 21 days ago

Job description

Data Science and Machine Learning Senior Associate #1059030
Job Description:
  • Employees in this job function are responsible for predicting and extracting meaningful trends, patterns, and recommendations from raw data.
  • This is achieved by leveraging data science methodologies such as machine learning, predictive modeling, mathematics, statistics, and advanced analytics.

Key Responsibilities:
  • Understand business requirements and analyze datasets to determine appropriate analytical approaches that support data-driven decision-making.
  • Design and implement data analysis solutions, machine learning models, hypotheses, algorithms, and experiments.
  • Apply analytics techniques including data mining, predictive and prescriptive modeling, statistics, and machine learning to identify patterns, relationships, and trends.
  • Design efficient data loading, augmentation, and analysis techniques to improve accuracy and scalability of machine learning models, including automation-ready solutions.
  • Stay current with advancements in data science, machine learning, analytics tools, and methodologies, continuously identifying opportunities to improve efficiency and accuracy.

Project Scope / Deliverables:
  • Fully Functional Middleware API: Production-ready middleware layer that ingests, aggregates, and exposes 6 core operational data points.
  • Agentic AI Orchestrator: Deployed multi-agent system that monitors middleware data, flags anomalies, and generates structured recommendation JSON payloads.
  • Human-in-the-Loop (HITL) Dashboard Integration: APIs and webhooks feeding AI reasoning, recommendations, and confidence scores into the front-end application.
  • Co-Developed Codebase: Modular, tested Git repository co-authored with internal team.
  • Coaching Playbook: Training and knowledge transfer documentation for internal engineering and product teams.

Primary Skills Required:
  • J2EE
  • Logistics
  • Python
  • Machine Learning

Additional Skills Preferred:
  • AIPGEE
  • Advanced Data Migration
  • API Development
  • Data Management

Experience Required:
  • Specialist level
  • 5+ years of relevant experience

Preferred Experience:
  • Automotive industry
  • Supply Chain / Logistics

Education Required:
  • Bachelor's Degree

Preferred Education
  • Certification program in relevant field

Additional Info:
At FastTek Global, Our Purpose is Our People and Our Planet. We come to work each day and are reminded we are helping people find their success stories. Also, Doing the right thing is our mantra. We act responsibly, give back to the communities we serve and have a little fun along the way.
We have been doing this with pride, dedication and plain, old-fashioned hard work for 24 years!
FastTek Global is financially strong, privately held company that is 100% consultant and client focused.
We've differentiated ourselves by being fast, flexible, creative and honest. Throw out everything you've heard, seen, or felt about every other IT Consulting company. We do unique things and we do them for Fortune 10, Fortune 500, and technology start-up companies.
Our benefits are second to none and thanks to our flexible benefit options you can choose the benefits you need or want, options include:
  • Medical and Dental (FastTek pays majority of the medical program)
  • Vision
  • Personal Time Off (PTO) Program
  • Long Term Disability (100% paid)
  • Life Insurance (100% paid)
  • 401(k) with immediate vesting and 3% (of salary) dollar-for-dollar match

Plus, we have a lucrative employee referral program and an employee recognition culture.
FastTek Global was named one of the Top Work Places in Michigan by the Detroit Free Press in 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020, 2021, 2022, and 2023!
To view all of our open positions go to: https://www.fasttek.com/fastswitch/findwork
Follow us on Twitter: https://twitter.com/fasttekglobal
Follow us on Instagram: https://www.instagram.com/fasttekglobal
Find us on LinkedIn: https://www.linkedin.com/company/fasttek
You can become a fan of FastTek on Facebook: https://www.facebook.com/fasttekglobal/
AI & Hiring Disclosure
We use AI tools to support parts of our hiring process, such as reviewing applications and identifying potential matches. These tools are designed to promote efficiency, consistency, and fairness, and they are always used under human oversight.
All personal data collected is used solely for recruitment purposes, and you have the right to know, access, or request deletion of your data at any time, subject to legal limits.
If AI will be used in a video interview, you'll be informed in advance and asked for your consent, with the option to opt out.
Our tools are regularly reviewed to detect potential bias and to ensure compliance with all applicable laws and our commitment to inclusive hiring.
To learn more or exercise your rights, please contact us at info@fasttek.com.