Staff Machine Learning Engineer

United States

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Not SpecifiedCompensation

Expert & Leadership (9+ years)Experience Level

Full TimeJob Type

UnknownVisa

Communications, BiotechnologyIndustries

Requirements

Candidates must have 5+ years of experience in developing ML platforms and/or data engineering, with a proven track record of delivering large-scale data projects and collaborating with business partners. A strong understanding of infrastructure components for large-scale ML and AI applications is required, along with experience in big data processing frameworks like Spark, Flink, or Ray, and data orchestration tools such as Airflow or Dagster. Experience with infrastructure-as-code tools like Terraform and modern CI/CD pipelines is also necessary. Desired qualifications include experience building large-scale distributed systems in AWS or a similar cloud provider, proficiency in Python, Go, or Java, and experience with streaming technologies like Kafka or Kinesis.

Responsibilities

The Staff Machine Learning Engineer will collaborate with engineers, business partners, and data scientists to build data infrastructure, and design/optimize infrastructure for managing ML workflows at scale. They will design high-performance systems for AI agent serving, and design/manage reverse ETL pipelines for sales operations and marketing automation. This role also involves improving internal tooling and developer experience for data scientists, developing/maintaining the data warehouse (Snowflake), documenting data pipelines and models, and participating in the on-call rotation to ensure data engineering services availability.

Skills

Machine Learning

Data Engineering

Software Development

Infrastructure Design

Data Warehousing

Automation

Python

SQL

Cloud Platforms

Twilio

Cloud communications platform for developers

About Twilio

Twilio provides a cloud communications platform that enables developers to add various communication features like voice, messaging, video, and email to their applications. By using Twilio's APIs, developers can easily integrate these functionalities into their software, allowing for seamless communication with users. What sets Twilio apart from its competitors is its flexible pay-as-you-go pricing model, which charges clients based on their actual usage, making it suitable for businesses of all sizes, from startups to large enterprises. The company's goal is to empower businesses across different industries, such as healthcare, finance, retail, and education, to enhance their communication strategies and improve customer engagement.

San Francisco, CaliforniaHeadquarters

2008Year Founded

$243.9MTotal Funding

IPOCompany Stage

Consulting, Enterprise SoftwareIndustries

5,001-10,000Employees

Benefits

Vacation: Twilio offers generous annual time off in all countries for you to enjoy.

Healthcare: We are dedicated to helping our employees live longer and healthier lives through comprehensive health programs.

Retirement: Twilio cares about your retirement! We offer programs to help our employees plan for their retirement needs.

Family leave: At Twilio we recognize the importance of family. We offer generous maternity, paternity, and adoption leaves, as well as family medical care leave.

Earn your stripes: Build and present a Twilio app to earn your Twilio track jacket and receive $30 per month for e‑books for continued learning and education.

Catered meals: We provide a variety of snacks, drinks, and catered meals in each of our locations.

Risks

End-of-life for Programmable Video tool may lead to customer dissatisfaction.

Layoffs of 295 workers could decrease morale and affect service quality.

Engagement with Qatalyst Partners suggests potential internal conflicts and strategic shifts.

Differentiation

Twilio integrates voice, video, messaging, and email into applications, enhancing communication capabilities.

The pay-as-you-go pricing model offers flexibility and scalability for businesses of all sizes.

Twilio's APIs enable developers to build and scale communication solutions efficiently.

Upsides

Acquisition of SendGrid enhances Twilio's email API offerings, boosting market share.

Collaboration with Jack Henry strengthens Twilio's presence in the financial services sector.

Partnership with CareNote expands Twilio's reach into specialized markets like pastoral care.

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