Summer 2027: AI Science Intern
Intuit · Mountain View, CA · 1 mo ago
On-siteAnalyst$42.69–$86.68/hrVolunteer
We need to output HTML fragment with sections: Overview? The instructions: use for section headings (e.g. About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule). Do NOT repeat the job title as a heading. Include a section ONLY when posting has real, specific content. Remove boilerplate. So we need to parse the posting.
Content:
Overview: "To qualify for US internships, you must be currently enrolled in a degree-seeking program with an expected graduation date after the internship/co-op ends. If you do not meet this requirement, we invite you to explore other opportunities available on our careers website. Intuit internships are 12 weeks throughout the summer. We have fixed start and end dates that are designed to work with various universities’ academic calendars. Cohort 1: Monday, May 17 - Friday, August 6, 2027 (12 weeks) Cohort 2: Monday, June 14 - Friday September 3, 2027 (12 weeks)"
That's overview and schedule info. Could be a "Schedule" section? The schedule details: fixed start and end dates, cohorts. So we can put Schedule section with those details.
"About Our Emerging Talent Program" is like About the role? Could be "About the role" or "About Intuit Emerging Talent". The instructions list possible headings: About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. So we can map "About Our Emerging Talent Program" to "About the role". Provide paragraph.
Then responsibilities list.
Qualifications list.
Pay: they gave expected base pay range: $42.69 - $86.68 /hr. Also they gave location-specific ranges but all zeros (likely placeholder). Should not include sections with filler like "$0 - $0". So we include Pay section with the range $42.69 - $86.68/hr. Also mention that pay based on factors etc. But we should not include filler like "The Expected Base Pay Range For This Position Is Mountain View $0 - $0". That's filler; we should drop those lines. So only include the meaningful pay range.
Benefits: they mention "Intuit provides a competitive compensation package with a strong pay for performance rewards approach. This position may be eligible for a cash bonus, equity rewards and benefits, in accordance with our applicable plans and programs (see more about our compensation and benefits at Intuit®: Careers | Benefits)." That's benefits info. So we can include Benefits section with that sentence.
Skills: maybe not explicit separate; but qualifications include skills. Could combine qualifications and skills? The instruction: prefer few substantive sections over many thin ones. We have About the role, Responsibilities, Qualifications, Benefits, Pay, Schedule. That's six sections. Could we merge Qualifications and Skills? But they are separate headings allowed. However qualifications already includes skills like programming, SQL, etc. Could keep Qualifications and maybe not separate Skills. Since they didn't give a separate "Skills" list, we can omit Skills section.
Requirements: maybe same as Qualifications? The posting has "Qualifications" section. Could treat that as Requirements. But we have both headings; we should not duplicate. Use Qualifications heading for the qualifications list. Could also include Requirements heading if there are separate requirement statements like "Must be legally authorized to work in the United States". That's inside qualifications. So we can just use Qualifications.
Thus sections: About the role, Responsibilities, Qualifications, Benefits, Pay, Schedule.
Now format: each heading
for section headings (e.g. About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule). Do NOT repeat the job title as a heading. Include a section ONLY when posting has real, specific content. Remove boilerplate. So we need to parse the posting.
Content:
Overview: "To qualify for US internships, you must be currently enrolled in a degree-seeking program with an expected graduation date after the internship/co-op ends. If you do not meet this requirement, we invite you to explore other opportunities available on our careers website. Intuit internships are 12 weeks throughout the summer. We have fixed start and end dates that are designed to work with various universities’ academic calendars. Cohort 1: Monday, May 17 - Friday, August 6, 2027 (12 weeks) Cohort 2: Monday, June 14 - Friday September 3, 2027 (12 weeks)"
That's overview and schedule info. Could be a "Schedule" section? The schedule details: fixed start and end dates, cohorts. So we can put Schedule section with those details.
"About Our Emerging Talent Program" is like About the role? Could be "About the role" or "About Intuit Emerging Talent". The instructions list possible headings: About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. So we can map "About Our Emerging Talent Program" to "About the role". Provide paragraph.
Then responsibilities list.
Qualifications list.
Pay: they gave expected base pay range: $42.69 - $86.68 /hr. Also they gave location-specific ranges but all zeros (likely placeholder). Should not include sections with filler like "$0 - $0". So we include Pay section with the range $42.69 - $86.68/hr. Also mention that pay based on factors etc. But we should not include filler like "The Expected Base Pay Range For This Position Is Mountain View $0 - $0". That's filler; we should drop those lines. So only include the meaningful pay range.
Benefits: they mention "Intuit provides a competitive compensation package with a strong pay for performance rewards approach. This position may be eligible for a cash bonus, equity rewards and benefits, in accordance with our applicable plans and programs (see more about our compensation and benefits at Intuit®: Careers | Benefits)." That's benefits info. So we can include Benefits section with that sentence.
Skills: maybe not explicit separate; but qualifications include skills. Could combine qualifications and skills? The instruction: prefer few substantive sections over many thin ones. We have About the role, Responsibilities, Qualifications, Benefits, Pay, Schedule. That's six sections. Could we merge Qualifications and Skills? But they are separate headings allowed. However qualifications already includes skills like programming, SQL, etc. Could keep Qualifications and maybe not separate Skills. Since they didn't give a separate "Skills" list, we can omit Skills section.
Requirements: maybe same as Qualifications? The posting has "Qualifications" section. Could treat that as Requirements. But we have both headings; we should not duplicate. Use Qualifications heading for the qualifications list. Could also include Requirements heading if there are separate requirement statements like "Must be legally authorized to work in the United States". That's inside qualifications. So we can just use Qualifications.
Thus sections: About the role, Responsibilities, Qualifications, Benefits, Pay, Schedule.
Now format: each heading Heading
. Then content: for prose use
. For lists use
- .
We need to preserve all substantive information. Let's extract.
About the role: paragraph(s) from "About Our Emerging Talent Program". Let's copy:
"Intuit invests in Emerging Talent because fresh perspectives strengthen our products and teams. The program is backed by a culture that values curiosity and collaboration, and you'll be supported by dedicated managers and mentors who are invested in your growth. As an intern or co-op, you'll work on meaningful projects with business impact, many centered on AI and emerging technologies, and contribute to driving decisions. You'll build skills through function-specific learning opportunities, connect with a global community of interns and co-ops through dedicated programming and social events, and get exposure to senior leadership and cross-functional work across Intuit's product ecosystem. Learn more about our Intern and Co-op Program here."
Also earlier overview paragraph about eligibility and internship length? That could be part of About the role or maybe separate Overview but we don't have a heading for Overview. Could incorporate into About the role? But the overview includes eligibility criteria and schedule details. However schedule we will put in Schedule section. Eligibility criteria about enrollment and graduation date could be part of Qualifications? Actually qualifications includes enrollment requirement. But overview also mentions "If you do not meet this requirement, we invite you to explore other opportunities". That's boilerplate? Might be considered generic. Could drop? The instruction: remove boilerplate, duplicated lines, EEO etc. This line is somewhat generic but still part of overview. Might be considered boilerplate? It's a standard statement. Safer to drop? But we need to preserve ALL substantive information. Is that substantive? It's basically a restatement of eligibility. Could be considered boilerplate. I'd drop it.
Thus About the role paragraph as above.
Responsibilities: list items from "Responsibilities". Let's extract each bullet:
- Gather, clean, and explore large, real-world datasets to uncover patterns and prepare them for modeling, including your own data wrangling and ETL.
- Build, train, and evaluate machine learning and deep learning models using techniques such as classification, regression, clustering, and neural networks.
- Engineer and refine features from raw data, developing intuition for what drives model performance.
- Design and run experiments (e.g., A/B tests), perform statistical analysis, and communicate the impact of your models to peers and leaders.
- Dive into current AI/ML research and methodologies, including generative AI and LLMs, to inform new solutions and stay ahead of the curve.
- Partner with AI Scientists, Machine Learning Engineers, Data Analysts, Software Engineers, and Product Managers to translate insights into product impact.
- Develop proofs-of-concept for innovative, AI-driven features or solutions.
- Develop clear documentation of your research, model architectures, code, and experimental results for both technical and non-technical audiences.
Note: The last bullet originally: "Create clear documentation of your research, model architectures, code, and experimental results for both technical and non-technical audiences."
We'll keep.
Qualifications: list items:
- Currently enrolled in a PhD program in Computer Science or a related technical field. Alternatively, a Bachelor's or Master's program with prior relevant experience and a graduation date after the internship ends.
- Must be legally authorized to work in the United States on a full-time basis for the duration of the internship.
- Ability to work in a hybrid environment at an Intuit office location determined by your team and role (relocation stipend provided).
- Familiarity with core machine learning techniques (regression, classification, clustering, optimization) and their mathematical foundations.
- Ability to explore, discover, and import data from multiple sources and make it machine-learning ready.
- Strong programming skills in Python; SQL proficiency.
- Curiosity about generative AI and large language models, and interest in applying AI tools to accelerate your own work.
- Excellent communication skills and a learning mindset.
Also there is sentence: "Intuit provides a competitive compensation package with a strong pay for performance rewards approach. This position may be eligible for a cash bonus, equity rewards and benefits, in accordance with our applicable plans and programs (see more about our compensation and benefits at Intuit®: Careers | Benefits)." That's benefits.
Pay: "The expected base pay range for this position is: $42.69 - $86.68 /hr." Also they mention "Pay offered is based on factors such as job-related knowledge, skills, experience, and work location." Could include that as prose in Pay section.
Schedule: details: "Intuit internships are 12 weeks throughout the summer. We have fixed start and end dates that are designed to work with various universities’ academic calendars. Cohort 1: Monday, May 17 - Friday, August 6, 2027 (12 weeks) Cohort 2: Monday, June 14 - Friday September 3, 2027 (12 weeks)". Also maybe mention that internships are 12 weeks.
We'll put schedule as prose or list? Could be prose.
Now ensure we don't include any boilerplate like "Learn more about our Intern and Co-op Program here." That's a link; we can keep as prose but maybe it's okay. It's not boilerplate; it's a call to action. Might be considered application instruction? It's not exactly instruction to apply. It's a link to learn more. Could keep.
But we should remove any navigation/legal/EEO etc. Not present.
Now produce HTML.
Structure:
About the role
Intuit invests in Emerging Talent because fresh perspectives strengthen our products and teams. The program is backed by a culture that values curiosity and collaboration, and you'll be supported by dedicated managers and mentors who are invested in your growth. As an intern or co-op, you'll work on meaningful projects with business impact, many centered on AI and emerging technologies, and contribute to driving decisions. You'll build skills through function-specific learning opportunities, connect with a global community of interns and co-ops through dedicated programming and social events, and get exposure to senior leadership and cross-functional work across Intuit's product ecosystem. Learn more about our Intern and Co-op Program here.
Responsibilities
- Gather, clean, and explore large, real-world datasets to uncover patterns and prepare them for modeling, including your own data wrangling and ETL.
- Build, train, and evaluate machine learning and deep learning models using techniques such as classification, regression, clustering, and neural networks.
- Engineer and refine features from raw data, developing intuition for what drives model performance.
- Design and run experiments (e.g., A/B tests), perform statistical analysis, and communicate the impact of your models to peers and leaders.
- Dive into current AI/ML research and methodologies, including generative AI and LLMs, to inform new solutions and stay ahead of the curve.
- Partner with AI Scientists, Machine Learning Engineers, Data Analysts, Software Engineers, and Product Managers to translate insights into product impact.
- Develop proofs-of-concept for innovative, AI-driven features or solutions.
- Create clear documentation of your research, model architectures, code, and experimental results for both technical and non-technical audiences.
Qualifications
- Currently enrolled in a PhD program in Computer Science or a related technical field. Alternatively, a Bachelor's or Master's program with prior relevant experience and a graduation date after the internship ends.
- Must be legally authorized to work in the United States on a full-time basis for the duration of the internship.
- Ability to work in a hybrid environment at an Intuit office location determined by your team and role (relocation stipend provided).
- Familiarity with core machine learning techniques (regression, classification, clustering, optimization) and their mathematical foundations.
- Ability to explore, discover, and import data from multiple sources and make it machine-learning ready.
- Strong programming skills in Python; SQL proficiency.
- Curiosity about generative AI and large language models, and interest in applying AI tools to accelerate your own work.
- Excellent communication skills and a learning mindset.
Benefits
Intuit provides a competitive compensation package with a strong pay