Full-Time

Director – Engineering

Machine Learning

Posted on 7/29/2024

23andMe

23andMe

501-1,000 employees

Direct-to-consumer DNA testing services

Biotechnology
Healthcare
Consumer Goods

Compensation Overview

$240k - $360kAnnually

Senior

Sunnyvale, CA, USA

Category
Applied Machine Learning
Natural Language Processing (NLP)
AI & Machine Learning
Required Skills
Python
Pytorch
Pandas
Requirements
  • Minimum of 8 years of experience in an engineering role, at least 4 of which are in a management role
  • BS or MS in Computer Science or related technical field
  • A strong philosophy of iterative development, seeking feedback from stakeholders, resisting upfront over-engineering or scope creep, and a willingness to change direction
  • Experience with building and maintaining critical production systems with uptime requirements, on call rotations, and emergency response
  • Experience collaborating with scientists and researchers and a passion for enabling and accelerating their work
  • Familiarity with state of the art machine learning infrastructure-as-a-service such as AWS Sagemaker and/or pipeline tools such as MLFlow and MetaFlow
  • Proficiency with Python and related scientific libraries (numba, pandas, pytorch)
  • Exceptional, multidisciplinary communication skills and a strong curiosity to learn about complex biological topics; we are solving some of the hardest problems in science, today
Responsibilities
  • Direct multiple teams of senior engineers with responsibility over production-critical services
  • Leverage modern AI/ML technologies like transformer networks to solve sequence-based biological puzzles
  • Build the world’s best performing predictive models by training them on the world’s largest genotype-phenotype database
  • Collaborate with data scientists and researchers to build internal infrastructure and services, improving their productivity through self-serve tooling and direct support
  • Coordinate with product managers on requirements, scope, and timelines for development
  • Define success metrics, key results, and inspire your team to go beyond code and solve business-critical problems

23andMe offers direct-to-consumer DNA testing that provides individuals with insights into their ancestry, genetic traits, and potential health risks. Customers purchase a DNA testing kit, send in a saliva sample, and receive personalized genetic reports based on the analysis of their DNA. This service appeals to a wide range of people, from those curious about their family history to those wanting to understand their health predispositions. Unlike many competitors, 23andMe not only sells DNA kits but also offers subscription services for ongoing updates and insights, creating a recurring revenue model. Additionally, the company utilizes its large genetic database for research, partnering with institutions and pharmaceutical companies to advance genetic studies and potentially discover new treatments. The goal of 23andMe is to empower individuals with knowledge about their genetics while contributing to broader scientific research.

Company Stage

IPO

Total Funding

$829.6M

Headquarters

Sunnyvale, California

Founded

2006

Growth & Insights
Headcount

6 month growth

0%

1 year growth

-2%

2 year growth

-6%
Simplify Jobs

Simplify's Take

What believers are saying

  • Partnership with Nightingale Health expands service offerings beyond genetic testing.
  • GLP-1 telehealth service launch diversifies revenue streams in the growing telehealth market.
  • Biological Age feature enhances customer engagement, potentially increasing subscription uptake.

What critics are saying

  • Discontinuation of therapeutics division limits potential pharmaceutical collaborations.
  • 40% workforce reduction may impact operational capabilities and innovation.
  • Cybersecurity breach affecting 6.9 million users could damage customer trust.

What makes 23andMe unique

  • 23andMe offers direct-to-consumer DNA testing, a pioneering service in genetics.
  • The company provides personalized genetic reports, enhancing customer understanding of their DNA.
  • 23andMe collaborates with research institutions, leveraging its extensive genetic database for research.

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Benefits

Comprehensive health, vision, & dental plans

Family planning, support, & leave for parents

Mental healthcare

Student loan assistance

Volunteer time off

Dog friendly office

INACTIVE