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채용Thermo Fisher

Algorithm & ML Staff Engineer

Thermo Fisher

Algorithm & ML Staff Engineer

Thermo Fisher

Singapore, Singapore

·

On-site

·

Full-time

·

1mo ago

필수 스킬

Python

Java

Machine Learning

Work Schedule Standard (Mon-Fri)Environmental Conditions Office Job Description Thermo Fisher Scientific Inc. is the world leader in serving science, with annual revenue exceeding $40 billion and extensive investment in R&D.

Our Mission is to enable our customers to make the world healthier, cleaner and safer.

The customers we serve fall within pharmaceutical and biotech companies, hospitals and clinical diagnostic labs, universities, research institutions, and government agencies.

Our innovations drive scientific breakthroughs, from groundbreaking research to routine testing and real-world applications.

How will you make an impact?You will play a pivotal role in designing and delivering reliable, robust AI applications, algorithms, and frameworks that elevate the quality and performance of our product offerings.

You will collaborate with and learn from a dedicated team of algorithm and software developers, revolutionizing healthcare through low-cost and high efficiency diagnostic systems.

  • What will you do?
  • Design, develop, and optimize signal processing, machine learning, and AI algorithms across various domains.
  • Evaluate and validate algorithm performance using simulations, real-world datasets and automated testing frameworks.
  • Analyze algorithm behavior under various conditions, identify limitations, and provide actionable feedback for improvement.
  • Build scalable pipeline and frameworks to automate algorithm testing and streamline model development workflows.
  • Collaborate with cross-functional teams, including software, hardware, and bioinformatics team, to ensure algorithms meet product requirements and are well integrated into production systems.
  • Contribute to code quality, reproducibility, and documentation for algorithm reliability and transparency.
  • Stay ahead of emerging technologies and industry standards for genetic science algorithm innovation.

How will you get here?EducationBS in Computer Sciences or Computer Engineering, Mathematics, Bioinformatics, Statistics or a related field; a Master’s degree is highly preferred.

  • Experience and Skills Required
  • Min 5 years’ experience in algorithm and AI development and evaluation within a product development setting or SDLC experience.
  • Strong programming skills in Python, Java, or Matlab for algorithm development.
  • Expertise in signal processing, ML/AI models and statistical analysis (time-series or waveform data).
  • Handson experience of analyzing algorithm complexity and performance.
  • Familiar with ML frameworks Tensor Flow, Py Torch, scikit-learn, or similar.
  • Proven problem-solving capability and innovation mindset.
  • Able to design and implement automated pipelines to streamline development, testing, and evaluation of AI/ML models and traditional algorithms.
  • Strong communication skills, and the ability to present work to both technical experts and non-experts.
  • Ability to work both independently and collaboratively.
  • Ability to handle multiple tasks and prioritize tasks effectively.

Preferred:

  • Experience: in biotechnology industry is a plus.

Experience: maintaining legacy algorithms and improving stability.

Experience: with Git, CI/CD, pytest/Junit.

Experience: integrating algorithms into instrument control or analysis software.

Experience: leveraging cloud infrastructure (AWS, Azure or GCP) and containerization frameworks for scalable solutions

총 조회수

0

총 지원 클릭 수

0

모의 지원자 수

0

스크랩

0

Thermo Fisher 소개

Thermo Fisher

Thermo Fisher Scientific Inc. is an American life science and clinical research company. It is a global supplier of analytical instruments, clinical development solutions, specialty diagnostics, laboratory, pharmaceutical and biotechnology services.

10,001+

직원 수

Waltham

본사 위치

$200B

기업 가치

리뷰

3.0

10개 리뷰

워라밸

3.5

보상

3.8

문화

3.2

커리어

3.5

경영진

2.1

45%

친구에게 추천

장점

Good benefits and compensation

Nice people to work with

Learning opportunities and skill development

단점

Poor management and leadership issues

Disengaged or unsupportive management

Frequent reorganizations and chaos

연봉 정보

2,092개 데이터

Mid/L4

Mid/L4 · BIOPROCESS DEVELOPMENT SCIENTIST

2개 리포트

$118,049

총 연봉

기본급

$91,146

주식

-

보너스

-

$118,049

$118,049

면접 경험

8개 면접

난이도

3.0

/ 5

소요 기간

14-28주

합격률

12%

경험

긍정 12%

보통 63%

부정 25%

면접 과정

1

Application Review

2

Recruiter Screen

3

Hiring Manager Interview

4

Panel Interview

5

Final Interview

6

Offer

자주 나오는 질문

Technical Knowledge

Behavioral/STAR

Past Experience

Culture Fit

Industry Specific