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Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in developing machine learning model training and inference solutions, with strong analytical capabilities and problem-solving skills. Proficient in Python, C++, C#, or Java, and familiar with cloud technologies and distributed systems for data management.
Highest-signal resume keywords
Machine Learning Model DevelopmentPython ProgrammingDeep Learning FrameworksData Management SolutionsMulti-Threaded Software Systems
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
PythonC++C#JavaMachine LearningDeep LearningData StructuresAlgorithmsTensorFlowPyTorch
Soft Skills
Analytical SkillsProblem-SolvingCommunicationTeam PlayerMotivation by Team Success
Tools & Technologies
NumPyScikit-learnRandom ForestXGBoostLogistic RegressionDistributed ComputingCloud TechnologiesGPU Architectures
Industry Keywords
Software DevelopmentData ManagementMachine Learning SolutionsDeep Learning SolutionsDistributed Systems
Tech Stack
Tools & technologiesCloudDistributed SystemsJavaNumpyPythonPyTorchScikit-LearnTensorflowC++
About the role
Key responsibilities & impact- Develop platform capabilities for large-scale software systems
- Work on data management solutions
- Develop machine learning model training and inference solutions for KLA products
- Deliver high-impact work supporting business priorities
- Analyze complex data to formulate creative solutions
- Collaborate as a strong team player across KLA’s software, research, applications, and process engineering teams
Requirements
What you’ll need- Masters level degree student or a PhD candidate
- Exceptional hands-on software development experience in Python, C++, C#, or Java
- Deep conceptual understanding of multi-threaded and multi-process software systems
- Strong analytical capabilities and problem-solving skills
- Familiarity with machine learning and deep learning solutions
- Knowledge of data structures and algorithms
- Experience with traditional machine learning, including Random Forest, XGBoost, and Logistic Regression
- Experience with deep learning for regression, classification, and generative models
- Experience with TensorFlow or PyTorch, NumPy, scikit-learn, and other ML/DL frameworks
- Knowledge of distributed systems for data management
- Knowledge of distributed computing infrastructure
- Knowledge of cloud technologies for storage, containerization, and compute clusters
- Knowledge of GPU architectures and data management
- Good communication skills
- Strong team-player orientation and motivation by team success
Benefits
Comp & perks- Medical, dental, vision, life, and other voluntary benefits
- 401(K) including company matching
- Employee stock purchase program (ESPP)
- Student debt assistance
- Tuition reimbursement program
- Development and career growth opportunities and programs
- Financial planning benefits
- Wellness benefits including an employee assistance program (EAP)
- Paid time off
- Paid company holidays
- Family care and bonding leave
