Search for AI Engineer positions in Ann Arbor, focusing on roles that require a Master's degree, with strong skills in Python and experience in machine learning and natural language processing.

Okay, I've searched for AI Engineer positions in Ann Arbor requiring a Master's degree, with strong skills in Python and experience in machine learning and natural language processing. I found 35 relevant positions for you.

AI Engineer

Ann Arbor, MI

Master

Python

machine learning

natural language processing

Can you help me to analyze the job description and company culture?

Sure. Here's the analysis:

Job Analysis:

The AI Engineer role at KLA is crucial for driving technological innovation in the semiconductor manufacturing ecosystem. This individual is fundamentally hired to develop and enhance artificial intelligence models that optimize the efficiency and effectiveness of KLA's processes and products. The core responsibilities include researching emerging AI technologies, designing and deploying proof of concepts, and collaborating across teams to integrate these advanced models into existing systems. This will require not only a deep understanding of AI methodologies but also the ability to analyze data to refine model accuracy and ensure performance aligns with expected metrics. Candidates will likely face challenges such as navigating complex AI applications, achieving seamless integration with current systems, and consistently driving R&D efforts in a fast-evolving industry. Success in this role is characterized by effectively fine-tuning models, implementing innovative AI solutions, and contributing to KLA's overarching goal of developing systems that advance electronic device manufacturing.

Company Analysis:

KLA is positioned as a leader within the semiconductor manufacturing industry, recognized for its significant investment in research and development, which reflects its commitment to innovation. The company values collaboration and problem-solving, as evidenced by the diverse expertise of its teams of physicists, data scientists, and engineers. This creates an environment that thrives on tackling complex challenges, which will be an essential aspect for the AI Engineer role. The culture likely prioritizes results-driven innovation, suggesting that employees should be adaptable and proactive. The AI Engineer will fit into a cross-functional team structure, facilitating collaboration with various departments, adding to the visibility of their contributions. This role is strategically aligned with KLA’s goals of enhancing its technological capabilities and market position through cutting-edge AI solutions, thus indicating a growth-focused approach rather than a mere backfill of a previous position.

Mock up some interview questions based on the job description.

Absolutely. Here are some mock interview questions that could come up:

Tell me about a time you successfully implemented an AI solution that positively impacted your organization.
Can you describe a challenging technical problem you faced in a past AI project and how you resolved it?
Share an experience where you had to work collaboratively with a cross-functional team to achieve a common goal. What role did you play?
How have you approached optimizing a machine learning model in a previous role? What techniques did you use?
Can you explain the significance of reinforcement learning in your work and provide an example of how you've applied it?
What specific methods have you used for inference optimization in AI models?
Imagine you discover that a deployed AI model is performing below expectations. What steps would you take to diagnose and rectify the issue?
If tasked with developing a proof of concept for a cutting-edge AI application, what would your process look like from conception to deployment?
Why do you want to work specifically at KLA, and how do you see your work contributing to our mission?
In what ways do you identify and respond to emerging trends in AI technology, especially as they pertain to semiconductor manufacturing?
What excites you most about the prospect of working on AI solutions that influence the electronics industry?
What methodologies do you believe are most effective when collaborating with engineers from different disciplines?
What questions do you have about KLA's culture and the team you would be working with?
Can you discuss how you would prioritize tasks when faced with multiple AI project deadlines?
How do you envision using your skills to promote innovation and problem-solving within the KLA team?

Job Details

Overview Company

AI Engineer

$100k/y-$170k/y

KLA

5 days ago

Highlight

OnsiteFull-time3+ yearsMid

Summary

KLA is seeking an AI Engineer (E) to join their team in Ann Arbor, MI. The role involves creating robust online and offline learning systems, fine-tuning models, and developing evaluation strategies for advanced research and development.

About the Role

As an AI Engineer, you will focus on researching emerging AI technologies, designing and deploying proof of concepts, collaborating with cross-functional teams, participating in AI research and code reviews, conducting data engineering and analysis, and fine-tuning models based on feedback.

About You

Required:

Master’s degree and above in AI, Machine Learning, Computer Science, Engineering, or a related field.
Proficiency in model fine-tuning techniques for large-scale models.
Experience with inference optimization techniques such as quantization and pruning.
Hands-on experience in machine learning, natural language processing, and AI technologies.
Strong programming skills in Python and familiarity with ML libraries like TensorFlow and PyTorch.
Familiarity with MLOps practices and tools.
Excellent problem-solving and analytical skills.
Strong communication and teamwork abilities.

Preferred:

Prior experience in a similar industry.

Benefits

Performance incentive programs.
Medical, dental, vision, and life insurance.
401(K) with company matching.
Employee stock purchase program (ESPP).
Student debt assistance.
Tuition reimbursement program.
Development and career growth opportunities.
Financial planning benefits.
Wellness benefits including an employee assistance program (EAP).
Paid time off and paid company holidays.
Family care and bonding leave.

KLA

KLA develops industry-leading equipment and services that enable innovation throughout the electronics industry. We provide advanced process control and process-enabling solutions for manufacturing wafers and reticles, integrated circuits, packaging and printed circuit boards. In close collaboration with leading customers across the globe, our expert teams of physicists, engineers, data scientists and problem-solvers design solutions that move the world forward.

Visit us at: www.kla.com

Statements made on LinkedIn may constitute forward-looking statements under federal securities laws. These forward-looking statements involve risks and uncertainties that could significantly affect the expected results and are based on certain key assumptions. Due to such uncertainties and risks, no assurances can be given that such expectations will prove to have been correct, and readers are cautioned not to place undue reliance on such forward-looking statements, which speak only as of the date indicated. Other risks that KLA faces include those detailed in KLA filings with the Securities and Exchange Commission, including KLA's annual report on Form 10-K and quarterly reports on Form 10-Q. Forward-looking statements made by third parties do not necessarily reflect the opinion of KLA, are outside of KLA’s control and have not been verified or otherwise vetted by KLA.

Ann Arbor, MI