AI/Machine Learning Summer Intern Supply Chain Intelligence | Accuris Division: Supply Chain ... Develop and validate machine learning models using Python and standard ML libraries (scikit-learn ...
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As an Automation Engineering Intern at Cytiva (a Danaher company), you would help improve our DeltaV automation library used in cutting-edge bioprocessing technologies. This potential opportunity ...
As an Automation Engineering Intern at Cytiva (a Danaher company), you would help improve our DeltaV automation library used in cutting-edge bioprocessing technologies. This potential opportunity ...
As an Automation Engineering Intern at Cytiva (a Danaher company), you would help improve our DeltaV automation library used in cutting-edge bioprocessing technologies. This potential opportunity ...
As an Automation Engineering Intern at Cytiva (a Danaher company), you would help improve our DeltaV automation library used in cutting-edge bioprocessing technologies. This potential opportunity ...
As an Automation Engineering Intern at Cytiva (a Danaher company), you would help improve our DeltaV automation library used in cutting-edge bioprocessing technologies. This potential opportunity ...
As an Automation Engineering Intern at Cytiva (a Danaher company), you would help improve our DeltaV automation library used in cutting-edge bioprocessing technologies. This potential opportunity ...
Library Intern information
What are the key skills and qualifications needed to thrive as a Library Intern, and why are they important?
What types of projects and responsibilities can a Library Intern expect during their internship?
What are library interns?
What is the difference between Library Intern vs Library Assistant?
| Aspect | Library Intern | Library Assistant |
|---|---|---|
| Required Credentials | Typically students or recent graduates; may require coursework in library science | High school diploma or equivalent; some roles may prefer prior experience |
| Work Environment | Educational settings, internships, or temporary positions | Public, academic, or special libraries; more permanent roles |
| Employer & Industry Usage | Libraries, educational institutions, internships for training | Libraries, government agencies, community centers |
| Common Search & Comparison Intent | Understanding entry-level opportunities, training roles | Job responsibilities, career progression |
The main difference between a Library Intern and a Library Assistant lies in their experience level and employment status. Interns are usually students gaining practical experience, often in a temporary or training capacity. Assistants are more established staff members with ongoing responsibilities. Both roles support library operations but differ in credentials, work environment, and career development opportunities.

$17/hr
Other
Posted 9 hours ago
Job description
AI/Machine Learning Summer Intern Supply Chain Intelligence | Accuris
Division: Supply Chain Intelligence
Level: Undergraduate (Junior/Senior) or Graduate (MS/MBA)
Location: Denver, CO – Hybrid (3 days on-site per week)
Duration: June 1 – August 3–10, 2026 | 9–10 weeks
Compensation: Paid – $17/hour
ABOUT THE ROLE
Accuris's Supply Chain Intelligence division is transforming how engineers, procurement teams, and sustainability leaders understand the global electronics supply chain. We are looking for a creative, technically strong AI/ML Summer Intern to join our team and help build the next generation of AI-powered capabilities — from carbon footprint calculators for electronic components to predictive algorithms for supply chain risk and availability.
This is a hands-on, build-first internship. You will go from idea to working prototype, collaborating closely with product managers, engineers, and data scientists. By the end of the summer, you will have shipped a real AI tool and presented it to audiences ranging from engineers to senior executives.
WHAT YOU'LL WORK ON
- Design and build AI-powered prototypes such as carbon footprint calculators for electronic components or predictive models for supply chain risk, demand, and component availability.
- Apply LLM and generative AI techniques to create intelligent, data-driven tools using platforms like OpenAI, Anthropic Claude, or LangChain.
- Develop and validate machine learning models using Python and standard ML libraries (scikit-learn, PyTorch, TensorFlow, etc.).
- Work with cloud-based data pipelines, SQL databases, and dashboards to source and transform supply chain data.
- Use rapid "vibe coding" methodologies to iterate quickly on AI concepts and validate ideas early.
- Translate your technical work into clear, compelling presentations for both engineering teams and executive audiences.
WHAT YOU'LL DELIVER
By the end of the summer, you will be expected to deliver two things:
- A working AI prototype — a functional tool or model that demonstrates clear value against a supply chain intelligence use case (e.g., component carbon footprint estimator, predictive availability scorer, or similar).
- An executive-ready presentation — a polished deck communicating your approach, methodology, findings, and recommended next steps for the business.
REQUIRED QUALIFICATIONS
- Currently enrolled as a Junior or Senior undergraduate, or a Graduate (MS or MBA) student in Computer Science, Data Science, Electrical Engineering, Information Systems, or a related field.
- Demonstrated experience building AI applications — whether through coursework, personal projects, open-source contributions, or prior internships.
- Proficiency in Python with hands-on experience using ML libraries such as NumPy, Pandas, scikit-learn, PyTorch, or TensorFlow.
- Experience working with LLM/GenAI platforms (e.g., OpenAI API, Anthropic Claude, LangChain, RAG pipelines, or prompt engineering).
- Familiarity with cloud platforms (AWS, Azure, or GCP) and data tools including SQL and data pipeline or dashboard tooling.
- Strong written and verbal communication skills; able to present technical concepts clearly to both technical peers and non-technical stakeholders.
- Self-starter with the ability to move fast, iterate, and learn from ambiguous, real-world data problems.
PREFERRED QUALIFICATIONS
- Prior exposure to supply chain, electronics manufacturing, procurement, or sustainability/ESG domains.
- Familiarity with carbon accounting frameworks, life cycle assessment (LCA), or sustainability data (e.g., GHG Protocol, Scope 3 emissions).
- Experience building and evaluating predictive models for time-series, classification, or regression problems.
- Active portfolio of AI/ML projects (e.g., GitHub, Kaggle, Hugging Face, or personal website).
- Comfort with rapid prototyping and "vibe coding" — the ability to quickly scaffold and iterate on AI-driven tools.
ABOUT ACCURIS
Accuris provides engineers, procurement specialists, and product teams with trusted data and intelligence to design better products and build more resilient supply chains. Our Supply Chain Intelligence division delivers real-time component data, risk analytics, and predictive insights to help global organizations make faster, smarter sourcing decisions. This internship puts you at the frontier of AI applied to one of the world's most complex and consequential industries.
About Accuris
Sourced by ZipRecruiter
Industry
Library and information services
Company size
1,001 - 5,000 Employees
Headquarters location
Denver, CO, US