Instacart
Instacart, the leading grocery technology company in North America.
San Francisco, CA

Manager Machine Learning, Ads Relevance and Ranking

Sorry, this job was removed at 3:13 a.m. (PST) on Tuesday, January 12, 2021
Find out who's hiring remotely in San Francisco.
See all Remote Data + Analytics jobs in San Francisco
Apply
By clicking Apply Now you agree to share your profile information with the hiring company.


OVERVIEW

We are looking for a machine learning leader to lead the modeling efforts for ad quality. The team works on improving the relevance of ads on Instacart. Ads help customers access relevant promotions/ads and help advertisers achieve their goals of reaching new customers, and retaining loyal customers. Many of these promotions help customers get prices that are lower than in-store prices and are more valuable when well-targeted. Machine Learning (ML) models play a major role in driving the selection and ranking of ads across placements and product lines so that we prioritize the best ad for each customer context.

ABOUT THE JOB

  • You will build and lead a team of machine learning engineers/scientists and set the technical direction for the team
  • You will provide hands-on technical leadership on a portfolio of ML modeling efforts including methodology/system/code review 
  • You will work closely with engineers, product managers, other teams, internal and external stakeholders, owning a large part of the process from problem understanding to shipping the solution.
  • You will develop a team culture of ownership that reinforces the core values of Instacart!

ABOUT YOU

  • 7+ years of industry experience using large scale machine learning to solve real-world ranking/prediction problems
  • 2+ years of experience managing a team of applied scientists/engineers where machine learning is the key impact driver. 
  • Strong programming skills in Python and fluency in data manipulation (SQL, Spark, Pandas) and machine learning (scikit-learn, XGBoost, Keras/Tensorflow) tools
  • Knowledge of machine learning applications in online advertising
  • Extensive experience building scalable machine learning systems and data-driven products working with cross functional teams
See More
Apply Now
By clicking Apply Now you agree to share your profile information with the hiring company.

What are Instacart Perks + Benefits

Instacart Benefits Overview

A job is just one of the ingredients in a full life. We believe in supporting our employees and their family’s overall health and wellness to support their whole life.

Wellness Tailored to You
Medical, dental, vision, retirement, life & disability coverage right alongside physical & mental wellness programs, memberships and stipends to keep you and your family feeling your best.

Work From Home Stipend
We help outfit your WFH setup so you can be your most productive while at home.

Flexible Time Off
We all recharge differently. Take the time you need with our flexible time off policy.

Family Building Benefits
No matter where you are in your family journey, we support you. Our plans cover modern family planning for all. We offer leave for all parents, flexible working schedules and an active Parents@ community.

Learning & Development
Whether you’re just starting your career or leading teams, we provide customized L&D programs to help you grow and an annual allowance to pursue your development.

Future Planning
We have you covered as you plan for your future. Student loan assistance through Peanut Butter, free Rocket Lawyer membership, SoFi & First Republic financial planning and more.

Community Connection
Support the communities you care about with volunteer weeks and get involved with our social impact program, Instacart Serves.

Instacart Express Membership
We help keep your fridge stocked. Unlock grocery discounts with our Instacart Beta app while testing our latest features.

Family
We believe in supporting every parent within the Instacart family. Paid parental leave, flexible schedules, a grocery credit, and sweet baby swag are offered to new parents. We aim to support parents returning to work with on-site Mother’s Rooms, our Parents @ ERG, and events like Bring Your Child to Work Day.

Food
We donut take food (or food puns) lightly at here Instacart. From giving all employees a free Instacart Express membership to celebrating milestones and cultural heritage months with food, to hosting a monthly AMA with our CEO called "the Scoop" (featuring scoops of ice cream), food is baked into our daily lives.

Culture
Volunteer in local community
Our social impact program, Instacart Serves, aims to nourish our communities by helping to remove barriers to food access and enrich the lives of our communities through an annual volunteer week.
Partners with nonprofits
Instacart is committed to supporting the communities we serve and we are proud to team up with our giving partner Feeding America to combat food insecurity.
OKR operational model
Team based strategic planning
Open office floor plan
Flexible work schedule
As a company, we’ve adopted a set of guidelines for managers to help accommodate caregivers on their teams including offering flexible schedules and extra time blocks throughout the day.
Remote work program
Diversity
Documented equal pay policy
Dedicated diversity and inclusion staff
Highly diverse management team
Our Executive team, led by CEO Fidji Simo, is 55% women
Mandated unconscious bias training
We require all Instacart employees to complete a mandatory unconscious bias training. Our employee resource groups have also partnered together to launch a diversity and training program.
Diversity manifesto
Diversity employee resource groups
At Instacart, we have five active Employee Resource Groups (ERGs): Nightshades (our Black ERG), Rainbow Carrots (our LGBTQ+ ERG), Saźon (our Latinx ERG), Parents@, and Women@.
Hiring practices that promote diversity
Health Insurance & Wellness Benefits
Flexible Spending Account (FSA)
Disability insurance
Dental insurance
Vision insurance
Health insurance
Life insurance
Wellness programs
Team workouts
Mental health benefits
Financial & Retirement
401(K)
401(K) matching
Company equity
Charitable contribution matching
Child Care & Parental Leave Benefits
Childcare benefits
Generous parental leave
We offer 12 weeks of paid parental leave for employees who become parents (through birth, adoption, or foster care) to support them and their families as they take on their new role as a parent.
Family medical leave
Adoption Assistance
We provide Family Planning benefits for all types of families, including but not limited to fertility planning, surrogacy support, adoption services, care navigation, and reproductive technology.
Return-to-work program post parental leave
Company sponsored family events
We partner with our Parents@ community to host virtual events and programming for families such as cooking classes, arts and craft kits delivered, and magic shows over Zoom.
Vacation & Time Off Benefits
Unlimited vacation policy
Paid volunteer time
Paid holidays
Office Perks
Commuter benefits
Company-sponsored outings
Free daily meals
Free snacks and drinks
Company-sponsored happy hours
Relocation assistance
Home-office stipend for remote employees
We have a $600 stipend for outfitting your home office, as well as monthly phone & internet reimbursement.
Professional Development Benefits
Job training & conferences
We offer free Udemy subscriptions for every employee to allow them to develop new skills and foster existing ones by enrolling in a wide array of courses. We also have a dedicated L&D Team.
Tuition reimbursement
Lunch and learns
Promote from within
Continuing education stipend
Online course subscriptions available
Customized development tracks

Additional Perks + Benefits

Our programming and benefits are constantly evolving to meet the needs of our growing team. We introduce new benefits each year, and add new programs to celebrate cultural heritage, give back to the community, and celebrate our teams.

Our Instacart Serves social impact program is one of the most active across the company. We aim to nourish our communities by helping to remove barriers to food access and enriching the lives of our communities through an annual volunteer week of service, grocery donations, disaster relief, and giving campaigns.

The Instacart Serves program focuses support across 3 main areas:

- Food Insecurity: The majority of our philanthropic support is dedicated to helping to remove barriers to food access and hunger relief with our primary giving partner, Feeding America. We recognize that food insecurity disproportionately affects diverse communities and we also work to raise awareness for this growing inequity.

- Supporting Traditionally Marginalized Communities: We are committed to standing up for injustice and equity, supporting organizations that challenge economic justice, and uplifting traditionally marginalized communities.

- Disaster Relief: In the event of natural disasters which severely impact the communities we serve, we provide disaster relief through financial or grocery donations to centers and organizations supporting evacuees and first responders.

More Jobs at Instacart

Apply Now
By clicking Apply Now you agree to share your profile information with the hiring company.
Learn more about InstacartFind similar jobs like this