Skip to content
CV Rocket
Get started
How it worksThe enginePricingBlogContactSign in

Open nowPosted 20 days ago

Staff Data Scientist, SMAI OI

Micron2,873 open roles

Where
Fab 10A, Singapore
Get the CV for this job

From $25 per CV, paid once. No subscription.

Your applicationOpen nowStaff Data Scientist, SMAI OIMicron · Fab 10A, Singapore

  1. YouYes, apply to this one.

  2. CV RocketCV written for this posting.

  3. 25 readersRecruiter, hiring manager, skeptic. Round after round.

  4. CV RocketApplied on Micron's own form.

The reply lands in your private mailbox

3×more interviews than doing it yourself with ChatGPT.

The clock on this job

Early applications get read.

13.9% of postings close within 7 days. Measured by our own scanner across the market. Micron postings stay open a median of 28 days.

Share of postings closed within
  1. 2.2%1 day
  2. 4.7%3 days
  3. 13.9%7 days
  4. 22.4%14 days
  5. 38.1%30 days
  6. 59.0%60 days
This job: posted 20 days ago

Micron median: 28 days open

The posting

Our vision is to transform how the world uses information to enrich life for all.

Join an inclusive team passionate about one thing: using their expertise in the relentless pursuit of innovation for customers and partners. The solutions we build help make everything from virtual reality experiences to breakthroughs in neural networks possible. We do it all while committing to integrity, sustainability, and giving back to our communities. Because doing so can fuel the very innovation we are pursuing.

We are seeking a highly motivated Agentic AI Data Scientist to lead the design and deployment of next-generation AI agents that drive end-to-end planning and operational optimization within SMAI (Smart Manufacturing & AI).

This role focuses on building goal-driven, multi-step AI systems (“agents”) that can autonomously plan, decide, and execute workflows across manufacturing planning, capacity optimization, and operations intelligence—unlocking cycle time reduction, capacity improvements, and decision automation at scale.

Key Responsibilities

1. Agentic AI Design & Development

  • Design and develop agent-based AI systems capable of:Multi-step reasoning (planning + decision-making + execution) Autonomous orchestration across workflows and platforms
  • Build multi-agent architectures for complex planning and operations use cases
  • Develop agents that integrate:Optimization models (OR / mathematical programming) LLM-based reasoning and tool usage
  • Ensure agents align with enterprise data, domain knowledge, and planning constraints

2. Planning & Operations Use Case Delivery

  • Apply Agentic AI to key business problems such as:Capacity planning and capital investment optimization Production flow optimization and cycle time reduction Scenario simulation and decision support
  • Translate business requirements into:Structured optimization problems AI-driven decision workflows

3. AI System Integration & Deployment

  • Integrate agents into:Existing SMAI platforms and tools Data pipelines and enterprise systems
  • Develop reusable frameworks for:Agent orchestration Knowledge retrieval (RAG / knowledge graph)
  • Drive deployment strategy (embedded vs standalone agents depending on use case)

4. Cross-Functional Collaboration

  • Partner with:Planning, Operations, and Manufacturing teams Data Engineering, MLOps, and Platform teams
  • Translate domain knowledge into AI logic and workflows
  • Communicate technical solutions to business stakeholders

Required Skillsets

Core AI / Software Engineering

  • Strong programming skills in Python (preferred), plus familiarity with modern AI frameworks
  • Experience with LLMs / GenAI ecosystems (e.g., agent frameworks, tool-use, orchestration)
  • Solid understanding of:Prompt engineering Retrieval-Augmented Generation (RAG) Multi-agent systems

Optimization & Decision Science (Critical)

  • Strong background in Operations Research / Optimization, including:Linear / Mixed Integer Programming Heuristics / metaheuristics Simulation models
  • Experience translating real-world planning problems into mathematical models

Agentic AI & System Design

  • Understanding of agentic AI principles:Goal-based and utility-based agents Planning + reasoning + execution loops
  • Experience designing:Autonomous workflows Multi-step decision systems Tool-using AI agents

Data & Systems Integration

  • Experience working with:Structured and unstructured data APIs and enterprise systems integration
  • Familiarity with:Data pipelines (e.g., Spark, SQL) MLOps / deployment pipelines

Business & Domain Skills (Preferred)

  • Experience in manufacturing, supply chain, or planning domains
  • Strong problem-solving skills with ability to:Connect AI solutions to business value Quantify impact (capacity, cost, cycle time)

Minimum Qualifications

  • Bachelor’s or Master’s degree in:Computer Science, Data Science, Industrial Engineering, Operations Research, or related field
  • 3–5+ years of experience in:AI/ML engineering, or Optimization / decision science, or Advanced analytics in operations/planning
  • Proven experience building production-grade AI or optimization solutions

Preferred Qualifications

  • PhD in AI, Machine Learning, or Operations Research
  • Experience with:Agent frameworks (LangChain, AutoGen, CrewAI, etc.) Reinforcement learning or adaptive systems Knowledge graphs and domain-specific AI tuning
  • Experience in semiconductor or advanced manufacturing environments

About Micron Technology, Inc.

We are an industry leader in innovative memory and storage solutions transforming how the world uses information to enrich life for all. With a relentless focus on our customers, technology leadership, and manufacturing and operational excellence, Micron delivers a rich portfolio of high-performance DRAM, NAND, and NOR memory and storage products through our Micron® and Crucial® brands. Every day, the innovations that our people create fuel the data economy, enabling advances in artificial intelligence and 5G applications that unleash opportunities — from the data center to the intelligent edge and across the client and mobile user experience.

To learn more, please visit micron.com/careers

All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, veteran or disability status.

To request assistance with the application process and/or for reasonable accommodations, please contact [email protected]

Micron Prohibits the use of child labor and complies with all applicable laws, rules, regulations, and other international and industry labor standards.

Micron does not charge candidates any recruitment fees or unlawfully collect any other payment from candidates as consideration for their employment with Micron.

AI alert: Candidates are encouraged to use AI tools to enhance their resume and/or application materials. However, all information provided must be accurate and reflect the candidate's true skills and experiences. Misuse of AI to fabricate or misrepresent qualifications will result in immediate disqualification.

Fraud alert: Micron advises job seekers to be cautious of unsolicited job offers and to verify the authenticity of any communication claiming to be from Micron by checking the official Micron careers website in the About Micron Technology, Inc.

From $25, paid onceGet the CV for this job

What happens when you press

One press. We do the rest.

  1. A CV for this posting

    Written against Micron's own wording, from every piece of relevant proof in your profile.

  2. 25 readers review it

    Recruiter, hiring manager, skeptic and more read every draft, round after round. You get the best round.

    The review screen in CV Rocket: how each CV was read, round by round.

  3. We apply on Micron's form

    Our application engine gets through the hardest forms there are. Where a question needs you, AI suggests the best answer. Don't want us applying from our IP addresses? Use our Chrome extension: we apply straight from your own browser.

    An application in CV Rocket: every answer filled in on the employer's form.

  4. Every reply, sorted

    Micron's answer lands in your private mailbox, and we classify it on arrival: interview, question, rejection.

    The CV Rocket inbox: each employer reply classified as an interview, an action or a rejection.

  5. Reply with AI

    AI helps you write the email, checks it and sends it. We show you whether the recruiter read it.

  6. The interview in your calendar

    Full integration with your calendar. The invitation goes straight in.

    An interview invitation in the CV Rocket inbox, added to the candidate's calendar.
Get the CV for this job

From $25 per CV, paid once. No subscription.

Why it works

3×

more interviews than doing it yourself with ChatGPT.

ChatGPT writes a CV and never learns what happened to it. We see every reply. For each CV we know:

  • How it was written, and how the review scored it
  • When we applied, and how long after the posting went up
  • Which posting, which company, which city
  • Who got the interview, and who heard nothing

That is how we know which CVs get called.

Get the CV for this job

From $25 per CV, paid once. No subscription.

The numbers game

More applications. More interviews.

Every application goes out with its own CV, written for that posting and paid once. Send enough of them and the law of large numbers finds you the job.

Get the CV for this job
By hand5–10
With CV Rocket100
applications a day

Nearby

Live postings like this one

Same employer first, then the same role elsewhere.

Before you press

Straight answers

Get the CV for this job

From $25 per CV, paid once. No subscription.

What if my background isn't good enough?

We make the most of the background you have. The CV uses every piece of relevant proof your profile holds, and one of the 25 readers reads your whole profile and flags what the CV left out.

Do you really apply for me?

Yes, on the employer's own form, the hardest ones included. Where a question needs you, you answer it right there and AI suggests the best answer. Don't want us applying from our IP addresses? Use our Chrome extension: we apply straight from your own browser.

Is it a subscription?

No. You pay once per CV, from $25. Every application goes out with its own CV, written for that posting.

One job. One CV.
Paid once.

Pick the posting you want. We write for it, apply for you and catch the reply.

Get the CV for this job

From $25 per CV, paid once. No subscription.