drjobs Senior Data Scientist

Senior Data Scientist

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1 Vacancy
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Job Location drjobs

Bengaluru - India

Monthly Salary drjobs

Not Disclosed

drjobs

Salary Not Disclosed

Vacancy

1 Vacancy

Job Description

About the team:

The AI Core team is a small and nimble team focused on AI innovation experimental modelling and scientific validation. Its mission is to build highly efficient adaptableandefficacious large models for multiple generalpurpose applications in chemical metrology. To stay aligned with the mission the team follows advancements in AI including nextgeneration deep learning architectures autonomous agents largescale optimizationalgorithms reinforcement learning methodologiesand innovative data simulation techniques.

Senior Data Scientist

TheSenior Data Scientist plays a critical role in the AI Core team by guiding at every stage of the AI research with datadriven insights and substantiating the success/failure of these stages.

Responsibilities:

Perform exploratory data analysis (EDA) on spectral datasets to identify patterns trends and anomalies.

Rapid prototyping to test out multiple hypotheses across largescale historical datasets

Develop statistical and machine learning models to complement deep learning approaches.

Validate model outputs against domain knowledge or computational (nonML) spectral analysis Generate visualizations and reports for internal validation.

Apply learnings from data patterns to innovatively generate simulated data

Skills:

Strong background in statistics machine learning and data visualization.

Experience with timeseries data

Rapid prototyping skills hypothesis generation and testing

Mathematical foundations (optimization linear algebra probabilistic modelling)

Technical proficiency in some of these:Python SQL Pandas Matplotlib/Plotly Jupyter and Excel

Experience with physics simulators (PyBullet Gazebo) and synthetic data generation (Blender NVIDIA Omniverse).

Passion: Discovering patterns and creativity in analyzing data

Qualifications:

Bachelors or Masters degree in Data Science Statistics Computer Science or a related technical field.

8 years of experience in data analysis statistical modelling or related roles.

Prior roles within AI research teams

Background in chemometrics spectroscopy or analytical chemistry desirable

Advantage: Modelling anomaly detection noise baselines and artifactsin any domain.

About Picarro:

We are the worlds leader in timely trusted and actionable data using enhanced optical spectroscopy. Our solutions are used in a wide variety of applications including natural gas leak detection ethylene oxide emissions monitoring semiconductor fabrication pharmaceutical petrochemical atmospheric science air quality greenhouse gas measurements food safety hydrology ecology and more. Our software and hardware are designed and manufactured in Santa Clara California and are used in over 90 countries worldwide based on over 65 patents related to cavity ringdown spectroscopy (CRDS) technology and are unparalleled in their precision ease of use and reliability.

All qualified applicants will receive consideration for employment without regard to race sex color religion national origin protected veteran status gender identity social orientation nor on the basis of disability. Posted positions are not open to third party recruiters/agencies and unsolicited resume submissions will be considered free referrals.

If you are an individual with a disability and require reasonable accommodation to complete any part of the application process or are limited in the ability or unable to access or use this online application process and need an alternative method for applying you may contact Picarro Inc. atfor assistance.


Required Experience:

Senior IC

Employment Type

Full Time

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