200+ applicants

Company

Original Job Post

PDF Solutions · 5 days ago

Data Scientist

Santa Clara, CA

Full-time

Onsite

Entry, Mid Level

$120K/yr - $160K/yr

3+ years exp

Wonder how qualified you are to the job?

Maximize your interview chances

Information TechnologyManufacturing

H1B Sponsorship

Insider Connection @PDF Solutions

Discover valuable connections within the company who might provide insights and potential referrals, giving your job application an inside edge.

Responsibilities

Help design, implement, and validate the ML Pipelines while collaborating with other data scientists.

Coordinate and collaborate with other Software Development group so that ML Pipeline fits well with the rest of PDF Solutions’ software applications.

Balance adding new features with the need for stability and performance.

Grow development capabilities to align with the pace of business needs.

Qualification

Find out how your skills align with this job's requirements. If anything seems off, you can easily click on the tags to select or unselect skills to reflect your actual expertise.

PythonData ScienceMachine LearningNumPySciPyPandasScikit-learnProduction-grade code developmentRelational databasesNoSQL databasesData preprocessingBusiness acumenML theoryTechnical communicationSoftware mappingData cleansingFeature engineeringModel tuningModel predictionML algorithmsOpen source frameworksHypervisorsContainersDockerProblem-solvingCommunicationTeamworkEmpathy

Required

Master's degree or higher in Computer Science, Computer Engineering, Electrical Engineering or similar discipline with industrial experience in software development

3+ years of experience with Python coding

3+ years of recent experience working as a Data Scientist in industry

Experience with developing production-grade code, preferably in Python

Experience with data science and machine learning, including Python libraries such as NumPy, SciPy, Pandas and Scikit-learn

Strong professional written and verbal communication skills

Ability to pass a Data Science skills-based test

Experience with relational or NoSQL databases such as Oracle/Cassandra/Redis or similar

Ability to create model-ready data from raw data, at scale

Ability to translate business problems into data science pipelines

Comfort with ML theory to recommend solutions beyond the standard libraries

Must be able to work independently and as part of a diverse interdisciplinary and international team

Communicates clearly to technical and non-technical audiences

Empathy with customer business challenges

Ability to map business problems to software and data science techniques

Understanding of fundamental data science and machine learning pipeline including data cleansing, feature engineering, imputation, model tuning, and model prediction

Basic understanding of the pros and cons of different machine learning algorithms, and basic understanding for different types of open source ML frameworks

Understanding of hypervisors/containers, especially Docker

Company

PDF Solutions

PDF Solutions is a provider of yield improvement technologies and services for the IC manufacturing process life cycle.

Founded in 1992

San Jose, California, USA

201-500 employees

http://www.pdf.com/Home

H1B Sponsorship

PDF Solutions has a track record of offering H1B sponsorships. Please note that this does not guarantee sponsorship for this specific role. Below presents additional info for your reference. (Data Powered by US Department of Labor)

Distribution of Different Job Fields Receiving Sponsorship

Trends of Total Sponsorships

2023 (3)

2022 (3)

2021 (3)

2020 (5)