Machine Learning Engineer II, Logistics AI
Instacart
We're transforming the grocery industry
At Instacart, we invite the world to share love through food because we believe everyone should have access to the food they love and more time to enjoy it together. Where others see a simple need for grocery delivery, we see exciting complexity and endless opportunity to serve the varied needs of our community. We work to deliver an essential service that customers rely on to get their groceries and household goods, while also offering safe and flexible earnings opportunities to Instacart Personal Shoppers.
Instacart has become a lifeline for millions of people, and we’re building the team to help push our shopping cart forward. If you’re ready to do the best work of your life, come join our table.
Instacart is a Flex First team
There’s no one-size fits all approach to how we do our best work. Our employees have the flexibility to choose where they do their best work—whether it’s from home, an office, or your favorite coffee shop—while staying connected and building community through regular in-person events. Learn more about our flexible approach to where we work.
About the Role:
As a Machine Learning Engineer, you will have the opportunity to collaborate closely with senior engineers and product leaders as part of your team. Together, you'll develop and enhance Instacart's marketplace systems. You will use machine learning to devise and refine solutions in crucial areas such as routing optimization, pricing, dispatch, and mapping. You will actively contribute to initiatives, assisting in all stages from the initial concept, through prototyping and experimentation, to final implementation.
About the Team:
The Logistics AI group is responsible for the intelligence and execution behind Instacart’s fulfillment system. The team optimizes a multi-sided marketplace to ensure customers get their orders on-time and in high quality, shoppers get efficient and fulfilling work, and retailers and consumer brands get reasonable business. The team tackles hard problems in a variety of spaces, such as matching, pricing, and geospatial, as well as foundational problems executing on a high throughput system with dynamic data.
About the Job:
- Design, develop, and deploy machine learning solutions to tackle practical challenges in the marketplace.
- Collaborate closely with product managers, data scientists, and backend engineers to deeply understand business needs and create impactful ML/AI applications.
- Actively engage with diverse stakeholders to ensure that solutions are well-integrated and aligned with business goals.
- Push the envelope on our operational efficiency by continually refining and advancing our algorithms and models.
About You:
Minimum Qualifications:
- Have a graduate degree (masters or PhD) in artificial intelligence, machine learning, operations research or equivalent self study and experience
- Have strong programming skills in Python and fluency in data manipulation (SQL, Pandas) and Machine Learning (scikit-learn, XGBoost, Keras/Tensorflow) tools
- Have strong analytical skills and problem-solving ability
- Are a strong communicator who can collaborate with diverse stakeholders across all levels
Preferred Qualifications:
- Have 1-2 years of industry experience using machine learning to solve real-world problems with large datasets
- Knowledge of deep learning frameworks and methodologies
- Experience in applying machine learning and optimization techniques to solve marketplace problems
Instacart provides highly market-competitive compensation and benefits in each location where our employees work. This role is remote and the base pay range for a successful candidate is dependent on their permanent work location. Please review our Flex First remote work policy here .
Offers may vary based on many factors, such as candidate experience and skills required for the role. Additionally, this role is eligible for a new hire equity grant as well as annual refresh grants. Please read more about our benefits offerings here .
For US based candidates, the base pay ranges for a successful candidate are listed below.
$107.66k - $161.7k
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...regressions (including time series and logistic regression), programming routines and other... ...the quantitative social, physical, or engineering sciences, with proven coursework proficiency... ...leadership skills Strong desire to learn and contribute to a group Physical Requirements...Work experience placementWork at officeRemote work- JPMorgan Chase is seeking a Data Science Senior Associate to develop AI/ML solutions driving our Credit Card business. You will leverage data analytics and collaborate across the Card business to deliver actionable insights and analytical models. Successful candidates...
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$100.79k - $160.26k
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$229.9k - $262.4k
Senior Lead Data Engineer (Bank Tech) Do you love building and pioneering in the technology... ..., fast decisions. We integrate data and AI capabilities into a single, cohesive... ...team of developers with deep experience in machine learning, distributed microservices, and full...Full timePart timeInternshipLocal area- ...discipline such as Statistics, Applied Math, Operations Research, Computer Science, Engineering or Physics 7+ years applied experience devising, deploying and servicing statistical and machine learning models on massive datasets; extensive experience in wrangling data from its...Permanent employmentFull time
- Capital One is looking for a Lead Data Engineer to join our Bank Tech Data, Decisioning, & Market Services Domain in Wilmington, DE. This... ...the infrastructure to convert data into actionable insights and AI-driven decisions. The candidate will engage in full-stack development...
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