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채용Baseten

Engineering Manager - Model Performance

Baseten

Engineering Manager - Model Performance

Baseten

San Francisco

·

On-site

·

Full-time

·

2mo ago

복지 및 혜택

Parental Leave

Healthcare

필수 스킬

PostgreSQL

TypeScript

Node.js

ABOUT BASETEN

Baseten powers mission-critical inference for the world's most dynamic AI companies, like Cursor, Notion, OpenEvidence, Abridge, Clay, Gamma and Writer. By uniting applied AI research, flexible infrastructure, and seamless developer tooling, we enable companies operating at the frontier of AI to bring cutting-edge models into production. We're growing quickly and recently raised our $300M Series E, backed by investors including BOND, IVP, Spark Capital, Greylock, and Conviction. Join us and help build the platform engineers turn to to ship AI products.

THE ROLE

Are you passionate about advancing the frontiers of artificial intelligence while leading a team of exceptional engineers? We are looking for a Tech Lead Manager focused on ML performance and inference. This role is ideal for someone with a strong engineering background who is eager to lead and mentor a team while remaining hands-on with technology. If you thrive in a fast-paced startup environment and are excited about both leadership and technical challenges, we want to hear from you.

EXAMPLE INITIATIVES

You'll get to work on these types of projects as part of our Model Performance team:

RESPONSIBILITIES

  • Lead, mentor, and manage a team of engineers focused on developing and optimizing ML model inference and performance.

  • Oversee technical strategy and architecture decisions, driving improvements across our engineering organization.

  • Collaborate with cross-functional teams to ensure seamless integration and scalability of ML models in production environments.

  • Dive into the codebase of frameworks like TensorRT, Py Torch, CUDA, and others to identify and solve complex performance bottlenecks.

  • Drive the development and deployment of large-scale optimization techniques for various ML models, especially large language models (LLMs).

  • Own the full lifecycle of projects from inception through delivery, including planning, execution, and resource management.

  • Foster a collaborative, inclusive team environment that encourages continuous learning and growth.

REQUIREMENTS

  • Bachelor’s, Master’s, or Ph.D. in Computer Science, Engineering, or a related field.

  • 5+ years of professional experience in software engineering, with at least 2 years in a technical leadership role.

  • Proven experience managing and mentoring teams of engineers.

  • Expertise in one or more programming languages, such as Python, C++, or Go.

  • In-depth understanding of ML model performance optimization, especially using libraries such as Py Torch, TensorRT, and CUDA.

  • Strong knowledge of containerization (Docker) and orchestration systems (Kubernetes).

  • Experience with production-level AI/ML solutions, including scaling and deploying large models.

  • Ability to balance hands-on technical work with team leadership and project management.

BONUS POINTS

  • Experience enhancing the performance of large language models (LLMs) or similar AI systems.

  • Familiarity with LLM optimization techniques such as quantization, speculative decoding, or continuous batching.

  • Deep knowledge of GPU architecture and performance tuning.

  • Previous experience in a high-growth startup environment.

BENEFITS

  • Competitive compensation, including meaningful equity.

  • 100% coverage of medical, dental, and vision insurance for employee and dependents

  • Generous PTO policy including company wide Winter Break (our offices are closed from Christmas Eve to New Year's Day!)

  • Paid parental leave

  • Company-facilitated 401(k)

  • Exposure to a variety of ML startups, offering unparalleled learning and networking opportunities.

Apply now to embark on a rewarding journey in shaping the future of AI! If you are a motivated individual with a passion for machine learning and a desire to be part of a collaborative and forward-thinking team, we would love to hear from you.

At Baseten, we are committed to fostering a diverse and inclusive workplace. We provide equal employment opportunities to all employees and applicants without regard to race, color, religion, gender, sexual orientation, gender identity or expression, national origin, age, genetic information, disability, or veteran status.

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Baseten 소개

Baseten

Baseten

Series C

Baseten provides a platform for deploying and scaling machine learning models in production environments. The company offers infrastructure and tools for ML engineers to build, deploy, and monitor AI applications.

51-200

직원 수

San Francisco

본사 위치

$1.0B

기업 가치

리뷰

4.1

10개 리뷰

워라밸

4.2

보상

2.8

문화

4.3

커리어

3.5

경영진

3.2

72%

친구에게 추천

장점

Flexible work arrangements and schedules

Supportive team environment and good colleagues

Good benefits and health coverage

단점

Below industry standard compensation and salary

Limited career advancement opportunities

High workload and stressful expectations

연봉 정보

9개 데이터

Junior/L3

L2

L3

L4

L5

L6

Recruiter

Junior/L3 · Recruiter

0개 리포트

$183,600

총 연봉

기본급

-

주식

-

보너스

-

$156,060

$211,140

면접 경험

52개 면접

난이도

3.3

/ 5

소요 기간

14-28주

합격률

42%

경험

긍정 66%

보통 21%

부정 13%

면접 과정

1

Phone Screen

2

Technical Interview

3

Hiring Manager

4

Team Fit

자주 나오는 질문

Technical skills

Past experience

Team collaboration

Problem solving