Net2Source (N2S) · 13 hours ago
Sr. AI Engineer
Santa Clara County, CA
Contract
Onsite
Mid, Senior Level
$60/hr - $75/hr
2+ years expNet2Source (N2S) is seeking a Sr AI Engineer to join their team in developing and supporting materials discovery and design. The role involves designing and deploying AI models to solve material physics problems, collaborating with scientists, and optimizing data workflows.
B2BDeliveryHuman ResourcesInformation Technology
Hiring Manager
Bismillah Arzoo
Responsibilities
Design, develop and deploy multi-modal AI, ML, and hybrid physical-based models to solve ground-breaking material physics and design problems
Aggregate, process, transform and quality-control experimental and simulation data for modeling and analysis
Design, develop, and maintain data workflows to support materials informatics initiatives
Optimize data pipelines and model execution on parallel cloud systems (e.g., Azure, GCP, AWS)
Collaborate with materials scientists, chemists, and software engineers to integrate analytics and predictive modeling into core R&D workflows
Document code, workflows, and best practices to support reproducible research
Apply AI and data analytics to optimize material synthesis and processing parameters in real-time, minimizing defects, improving consistency
Build materials-informatics pipelines combining DFT/MD simulations, high-throughput experiments, and fab/metrology data to learn process–structure–property relationships for materials used in CVD/ALD/etch equipment
Develop deep learning models for forecasting thermal, mechanical, chemical, and plasma-compatibility behavior of candidate materials
Qualification
Required
Graduate or undergraduate degree in Computer Science, Engineering, Applied Mathematics, or a related technical field
2-4 years of work experience (depending on educational degree) in data science, AI, machine learning, or data engineering roles
A strong foundation in the principles of materials science is essential to understand the underlying science and set up meaningful problems for AI
Expert in Python and data science libraries (e.g., pandas, NumPy, scikit-learn, TensorFlow or PyTorch)
Expertise in use of cloud-based compute environments and tools for parallel or distributed computing
Strong problem-solving and communication skills
Strong proficiency in programming languages like Python and C++
Experience with machine learning and deep learning frameworks (e.g., PyTorch, TensorFlow)
Knowledge of generative modeling techniques and architectures (e.g., GANs, VAEs, transformers)
Knowledge of MLOps, model deployment pipelines, and CI/CD
Experience with data cleansing, preprocessing, and feature engineering
Company
Net2Source (N2S)
Net2Source (N2S) is a Minority owned global workforce solutions company recognized by SIA as the largest and fastest-growing Total Talent Solutions provider with a presence in 34 countries and in-house Glo-Cal (global and local) teams to support our clients.
1001-5000 employees
H1B Sponsorship
Net2Source (N2S) 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
Represents job field similar to this job
Trends of Total Sponsorships
2025 (3)
2024 (7)
2022 (8)
2021 (10)
2020 (25)
Funding
Current Stage
Late StageLeadership Team
Ashish Garg
Founder & CEO
Company data provided by crunchbase