Coherent

Data Science, AI and Business Analyst

Coherent • $110K — $130K *
Santa Clara, CA 95051In-Person
Enterprise Technology
Less than 5 years of experience
Today
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Job Overview by Ladders

Qualifications

  • Bachelor's degree in computer science or related field required.
  • Knowledge of advanced predictive analytics with exposure to AI and deep learning.
  • Experience in data acquisition and integration.
  • Expertise in Python programming language needed.
  • Familiarity with relational and non-relational databases essential.

Responsibilities

  • Analyze business requirements and convert them into machine learning problems.
  • Evaluate business process flow and data flow.
  • Identify necessary data features and labels for analysis.
  • Extract, transform, and integrate data into a cohesive data model.
  • Develop interactive dashboards to visualize data insights.
  • Predict outcomes using rigorous experimental design and statistical methods.
  • Benchmark and quantify improvements in generative AI models.

Benefits

  • Hybrid work model with onsite flexibility.
  • Opportunities for global collaboration beyond standard hours.
  • Engagement with cutting-edge machine learning and AI technologies.
  • Involvement in the execution of international quality standards.
Full Job Description
Job Description

Primary Duties & Responsibilities
  • Analyze the business requirements and converting the requirement into Machine learning/Generative AI problem
  • Assess and evaluate the Business Process Flow and Data Flow.
  • Identify the needed data features and labels
  • Extract, Transform, Integrate data from multiple data sources into a Data Model
  • Transforming large amount of data into compelling visual stories to facilitate analysis and decision making.
  • Using large proprietary datasets to conduct training sets and correlation.
  • Develops dashboards with rich interactive data visualizations to illustrate the value of bringing the data.
  • Predict outcomes based on rigorous experimental design and statistical methods.
  • Building related models by using Machine learning and Generative AI techniques
  • Assist in benchmarking and quantifying improvements in Generative AI models.


Education & Experience
  • Bachelor's degree in computer science or related field
  • Knowledge of Advanced Predictive Analytics including an exposure to areas such as AI, Deep Learning, Intelligent Bots, Reinforcement Learning, Neural Networks.
  • Experience in Data Acquisition/Integration


Skills
  • Knowledge of data science technologies such as R, Octave, Python, pandas, scipy, numpy, matplotlib, etc.
  • Data Science visualization tools (Tableau, Superset, PowerBI, etc.) as well as traditional Reporting/BI tools.
  • Knowledge of Advanced Predictive Analytics including an exposure to areas such as AI, Deep Learning, Intelligent Bots, Reinforcement Learning, Neural Networks.
  • Knowledge Exploratory data analysis, statistical analysis like sampling, hypothesis testing, central limit theorem, Machine Learning, Deep learning regression and classification models
  • Working knowledge in Generative AI tech stack (Prompt engineering, ChatGPT, Llama, Gemini, RAG etc)
  • Expertise in Python programming language
  • Experience with Relational and non-relational databases


Working Conditions
  • Regular use of a computer and other office equipment is necessary
  • Interaction with team members and external contacts is a regular part of the job


Physical Requirements
  • The employee will be expected to work hybrid / onsite
  • Willingness to work off-core hours for global team collaboration and support as needed


Safety Requirements

All employees are required to follow the site EHS procedures and Coherent Corp. Corporate EHS standards.

Quality and Environmental Responsibilities

Depending on location, this position may be responsible for the execution and maintenance of the ISO 9000, 9001, 14001 and/or other applicable standards that may apply to the relevant roles and responsibilities within the Quality Management System and Environmental Management System.

About Coherent

Coherent, Inc. is a global leader in providing laser-based solutions to a broad range of commercial and scientific research customers. The company designs, manufactures, and markets lasers, laser-based systems, precision optics, and related accessories for a diverse group of customers. Coherent's markets include scientific research, OEM components and instrumentation, microelectronics, materials processing, and life sciences. The company's products are used in a wide range of applications. Coherent was founded in 1966 and is headquartered in Santa Clara, California.
Learn more about Coherent
Size
5,085 employees
Market Cap
$4.6 billion
Industry
Manufacturing & Automotive
Net Income
-$419.7 million
Founded
1966
5 Year Trend
+27.8%
Revenue
$1.2 billion
NASDAQ
COHR
* Ladders Estimates

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