Research Machine Learning Engineer

Waters
2 days ago

Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Working hours
Regular working hours
Languages
English
Experience level
Senior

Job location

Tech stack

Java
Artificial Intelligence
Unit Testing
Bash
C Sharp (Programming Language)
Command Prompt
Computer Programming
Python
Machine Learning
NumPy
Object-Oriented Software Development
Scala
SciPy
Signal Processing
Large Language Models
GIT
PySpark
Scikit Learn
Information Technology
Amazon Web Services (AWS)
Functional Programming
Data Pipelines

Job description

Waters Global Research department is looking for an energetic and creative machine learning engineer to join the team and help bring technologies in analytical instrumentation to the forefront of the industry. The new hire will contribute to the next generation of innovations in intelligent instrumentation workflows and expert AI user assistance.

The Waters Global Research team performs early, cutting-edge research on novel chromatography and mass spectrometry systems that have a direct impact on laboratory testing, drug discovery and development and food safety. The role of this Senior ML engineer will be to develop and implement generative AI solutions, engineer traditional ML classification and prediction models, assist with the development of data pipelines for specialty instrument data, and experiment with new data and algorithmic features to maximize the efficiency and efficacy of the results from our analytical instrumentation.

This position will follow a hybrid model work approach( 3 days a week , Tuesday, Wednesday and Thursday working from Waters GCC office, RMZ ecoworld, Bellandur, Bangalore)

Responsibilities

  • Experiment with various LLM, and other machine learning and statistical models, develop data features, generate metrics, and evaluate results associated with collection and analysis of chromatographic and mass spectrometric data
  • Work with subject matter experts (SMEs) to evaluate models, and present results to stakeholders, demonstrating the value of the ML techniques in new product concepts
  • Use object-oriented programming and functional programming best practices to maintain codebases and write unit tests
  • Contribute to the preparation of technical reports, patent applications, and transferable protocols
  • Contribute to the construction and maintenance of the AWS data pipeline
  • Maintain up-to-date knowledge of advances in machine learning and AI

Requirements

  • Master's in computer science, data science or related field and at least 3 years' relevant work experience, or a PhD and at least one year of experience. Position level commensurate with experience
  • Experience in model development using Python for machine learning, statistical, and/or mechanistic models.
  • Robust programming skills in Python (e.g., numpy, pandas or pySpark, scipy, scikit-learn)
  • Comfortable with Git version control, BASH, or command prompt.
  • Comfortable discovering and driving new modeling techniques and best practices from papers, textbooks, and other technical documentation
  • Able to communicate results using meaningful metrics and visualizations to managers and stakeholders and receive feedback.
  • Knowledge of an object-oriented or functional programming language, such as Java, C#, Scala is desirable
  • Familiarity with signal-processing methods is desirable

About the company

Waters Corporation (NYSE:WAT) is a global leader in life sciences and diagnostics, dedicated to accelerating the benefits of pioneering science through analytical technologies, informatics, and service. With a focus on regulated, high-volume testing environments, our innovative portfolio harnesses deep scientific expertise across chemistry, physics, and biology. We collaborate with customers around the world to advance the release of effective, high-quality medicines, ensure the safety of food and water, and drive better patient outcomes by detecting diseases earlier, managing routine infections, and combating antibiotic resistance. Through a shared culture of relentless innovation, our passionate team of ~16,000 colleagues turn scientific challenges into breakthroughs that improve lives worldwide. Diversity and inclusion are fundamental to our core values at Waters Corporation. It benefits our employees, our products, our customers and our community. Waters complies with all applicable federal, state, and local laws. Qualified applicants are considered without regard to sex, race, color, ancestry, national origin, citizenship status, religion, age, marital status (including civil unions), military service, veteran status, pregnancy (including childbirth and related medical conditions), genetic information, sexual orientation, gender identity, legally recognized disability, domestic violence victim status, or any other characteristic protected by law. Waters is proud to be an equal opportunity workplace and is an affirmative action employer. All hiring decisions are based solely on qualifications, merit, and business needs at the time.

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