Data Scientist 3 - IN-Bangalore (3811), India
Originally posted 28 September 2026 by the employer.
About the role
This role involves building scalable AI and machine learning solutions to empower teams in decision-making.
What you'll do
- Design, develop, and deploy end-to-end AI/ML and Generative AI solutions.
- Build scalable machine learning architectures and evaluate tools, frameworks, and platforms for data science, including Scientific Machine Learning (SciML), surrogate modeling, digital twins, and simulation-driven AI applications.
- Develop production-ready models and deliver solutions on cloud environments (preferably Azure) using MLOps practices, with exposure to deep learning frameworks such as PyTorch.
- Partner with data scientists, engineers, and business stakeholders to translate business problems into technical solutions.
- Lead technical design discussions and guide teams through complex AI/ML challenges.
- Establish monitoring, governance, and fail-safe mechanisms for model reliability and continuous improvement.
What you'll need
- 5+ years of experience delivering enterprise-scale data science and AI/ML solutions.
- Bachelor’s, Master’s, or Ph.D. in Computer Science, Data Science, Engineering, Applied Mathematics, Physics, or a related field.
- Strong programming skills in Python or R and expertise with ML/DL frameworks, including hands-on experience with PyTorch and modern deep learning techniques.
- Experience applying machine learning techniques to scientific computing, engineering simulations, surrogate modeling, or related data-intensive problem domains.
- Experience with cloud platforms (Azure, AWS, or GCP) and big-data technologies (e.g., Hadoop, Spark).
- Proven understanding of MLOps, model deployment, and ML fail-safe principles.
Nice to have
- Experience designing large-scale AI/ML or GenAI architectures.
- Background in building highly scalable production ML systems.
- Familiarity with advanced statistical modeling, applied machine learning techniques, and emerging areas such as Scientific Machine Learning (SciML), Physics-Informed AI, Neural Operators, and Digital Twin technologies.
- Exposure to frameworks and methodologies such as PINNs, PINO, DeepONet, Fourier Neural Operators (FNO), MeshGraphNets, NVIDIA Modulus, PhysicsNeMo, PyTorch Geometric, PDE learning, operator learning, geometry-aware sampling, or multi-physics simulation.
- Understanding of engineering simulation workflows, scientific computing, or physical systems modeling.
Skills: AI/ML solutions, machine learning architectures, production-grade models, SciML, digital twins, PyTorch
This role has been open 0 days — well below the 40-day median for Software Engineering Semiconductor roles.
Software Engineering Semiconductor · AI EDA Design
|
Open roles in category
101
|
Median days open
40 d
|
Median salary
$171k
|
See the full market breakdown ▾Category comparison, skills in demand, and who else is hiring
| Metric | Lam Research | All employers we track in this specialty (101 roles · 31 employers) |
|---|---|---|
| Open roles in this specialty | 7 | 101 |
| Open roles in the wider Software, Firmware & Systems family | 75 | 5864 · 143 employers |
| Median days open | 5 d | 40 d (−35 d vs this employer) |
| Median salary (USD postings) | — | $171k |
Skills observed across this category: AI/ML solutions, machine learning architectures, production-grade models, SciML, digital twins, PyTorch
Who's hiring in this category
- Micron Technology · 14 open roles · median 25 d
- Applied Materials · 13 open roles · median 45 d
- KLA Corporation · 12 open roles · median 32 d
- Keysight Technologies · 7 open roles · median 19 d
- Lam Research (this employer) · 6 open roles · median 14 d
- Cadence Design Systems · 5 open roles · median 25 d
How we counted: 101 open Software Engineering Semiconductor (AI EDA Design) roles from 31 employers tracked in the SemiconductorJobs index, counted 28 Sept 2026. Specialty figures count only roles carrying this exact specialty label, so an employer's related work in neighbouring specialties is not included there — it is counted in the wider Software, Firmware & Systems family row. Figures refresh nightly.