Data Scientist
Data Scientist
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Job Description
Job Title:
Data ScientistJob Description:
THE ROLE
Our site in Billerica MA or Aurora IL or Chaska MN is seeking a Data Scientist to join our team. We are looking for a skilled Data Scientist with expertise in statistics knowledge graphs machine learning and generative AI. The ideal candidate has a strong background in quantitative analysis experience with complex data structures and is wellversed in designing and implementing AI models using Knowledge Graphs. You will play a pivotal role in building and deploying sophisticated data models extracting insights and developing scalable AI solutions for our product lines.
WHAT YOULL DO
Statistical Analysis and Data Modeling
Conduct exploratory data analysis (EDA) and build statistical models to understand complex data patterns and drive strategic decisions.
Design and implement statistical experiments to validate hypotheses and measure outcomes with a focus on scalability and reproducibility.
Utilize advanced statistical techniques including Bayesian methods time series analysis and predictive modeling.
Develop and maintain interactive analytical tools and visualizations to support datadriven decisionmaking.
Knowledge Graph Development
Develop and maintain largescale knowledge graphs to represent relationships across complex datasets.
Extract transform and load (ETL) data from various sources to create interconnected knowledge representations.
Implement graphbased algorithms to derive insights improve recommendation systems and enhance search capabilities.
Ensure knowledge graph scalability accuracy and performance for enduser applications.
Generative AI and Machine Learning
Design train and finetune generative AI models such as language models (e.g. GPT BERT) to generate new content and enhance data insights.
Work with largescale datasets to create innovative solutions and deploy machine learning models that solve realworld business problems.
Collaborate with software engineers to integrate generative AI solutions into existing applications ensuring seamless user experiences.
CrossFunctional Collaboration and Communication
Collaborate closely with manufacturing engineers quality engineers R&D scientists and data engineers to understand business requirements and translate them to successful model deployment.
Communicate complex technical concepts effectively to both technical and nontechnical stakeholders.
Document methodologies workflows and best practices to support knowledge sharing and training within the team.
WHAT WE SEEK
Education: Masters or Ph.D. in Data Science Statistics Computer Science Mathematics or a related field.
Experience: 3 years of experience in data science with a focus on statistical modeling knowledge graphs and/or generative AI applications.
Technical Skills:
Proficiency in Python R or a similar programming language for data analysis.
Experience with graph databases (e.g. Neo4j ArangoDB and graph algorithms.
Expertise in machine learning frameworks (e.g. TensorFlow PyTorch and generative AI models.
Experience managing workloads in cloud analytic environments e.g. GCP/AWS/Azure)
Strong foundation in statistical techniques data structures and algorithmic thinking.
Strong analytical problemsolving and criticalthinking abilities.
Excellent communication skills and ability to work collaboratively in crossfunctional teams.
Ability to manage multiple priorities in a fastpaced dynamic environment.
OUTSTANDING CANDIDATES WILL HAVE:
Experience with large language models and/or transformers.
Familiarity with knowledge representation and semantic web technologies (e.g. RDF OWL).
Proficiency with cloud computing platforms (e.g. AWS GCP Azure) and containerization (e.g. Docker Kubernetes).
WHY WORK AT ENTEGRIS
Lead. Inspire. Innovate. Define Your Future.
Not everyone who works for a global company shares the same background experiences and perspectives. We leverage the differences of our employees to bring new ideas to the table. Every employee throughout the company is encouraged to share input on projects and initiatives. Our decisionmaking process is truly a collaborative effort as we realize there are leaders at every level of the organization. We put our values at the core of how we operate as an organization not just when its convenient but in a lasting and meaningful way. We want the time and energy you spend here to have a positive impact on your life inside and outside of the office.
What We Offer:
Our total rewards package goes above and beyond just a paycheck. Whether youre looking to build your career improve your health or protect your wealth we offer generous benefits to help you achieve your goals.
Compensation: $80000 $115000/ year range with actual pay dependent on candidate overall skills for the role
Annual Bonus Eligible
A progressive (PTO) policy that empowers you to take the time you need to recharge!
Generous 401(K) plan with an impressive employer match thats all yours fully vested!
Excellent health dental and vision insurance packages to fit your needs
Education assistance to support your learning journey
Valuesdriven culture with colleagues that rally around People Accountability Creativity and Excellence
Entegris does not provide immigrationrelated sponsorship for this role. Do not apply for this role if you will need Entegris immigration sponsorship (e.g. H1B TN STEM OPT etc. now or in the future.
At Entegris we are committed to providing equal opportunity to all employees and applicants. Our policy is to recruit hire train and reward employees for their individual abilities achievements and experience without regard to race color religion sexual orientation age national origin disability marital or military status.
Employment Type
Full-Time
