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Tessolve
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Python Machine Learning Professional

Python Machine Learning Professional

Tessolve

3 - 6 years

4 - 8 Lacs

Bengaluru

Posted:3 days ago| Platform:

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Skills Required

SAN System testing ASIC Semiconductor Linux Machine learning Software quality assurance Automotive Software services Python

Work Mode

Work from Office

Job Type

Full Time

Job Description

About Us:

Tessolve offers a unique combination of pre-silicon and post-siliconexpertise to provide an efficient turnkey solution for silicon bring-up, andspec to the product. With 3200+ employees worldwide, Tessolve provides aone-stop-shop solution with full-fledged hardware and software capabilities,including its advanced silicon and system testing labs.

Tessolve offers a Turnkey ASIC Solution, from design to packagedparts. Tessolve s design services include solutions on advanced process nodeswith a healthy eco-system relationship with EDA, IP, and foundries. Ourfront-end design strengths integrated with the knowledge from the backend flow,allows Tessolve to catch design flaws ahead in the cycle, thus reducingexpensive re-design costs, and risks. We actively invest in the R&D centerof excellence initiatives such as 5G, mmWave, Silicon photonics, HSIO, HBM/HPI,system-level test, and others. Tessolve also offers end-to-end product designservices in the embedded domain from concept to manufacturing under an ODMmodel with application expertise in Avionics, Automotive, Industrial andMedical segments. Tessolve s Embedded Engineering services enable customers afaster time-to-market through deep domain expertise, innovative ideas, diverseembedded hardware & software services, and built-in infrastructure withworld-class lab facilities.

Tessolve s clientele includes Tier 1 clients across multiple marketsegments, 9 of the top 10 semiconductor companies, start-ups, and governmententities. We have a global presence over 12 countries with office locations inthe United States, India, Singapore, Malaysia, Germany, United Kingdom, Canada,UK, Japan, Taiwan, Philippines, and Test Labs in India, Singapore, Malaysia,Austin, San Jose.

For more details, visit www.tessolve.com .

Job Overview

Strong background in machine learning fundamentals, including deeplearning,large language models, and recommender systems.

Strong backgroundin validation, defect and software development life cycle

Strong knowledgeon ubuntu / yocto linux

Experience workingwith opensource frameworks such as PyTorch, TensorFlow, and ONNX-Runtime.

Experience inprofiling ML workloads

Prior experiencein executing validation plans for AI/ML compute stacks such as HIP, CUDA,OpenCL, OpenVINO, ONNX Runtime and TensorFlow/PyTorch integrations.

Prior experiencein validating end-to-end AI pipelines, for e.g. model conversion (e.g., PyTorch ONNX), Inference runtimes (e.g, ONNX Runtime, TensorRT, ROCm/HIP),compilers/toolchains (e.g. TVM, Vitis AI, XDNA, XLA), kernel execution, memorytransfer and inference results

Strong backgroundin python programming.

Excellentproblem-solving skills and willingness to think outside the box.

Experience withproduction software quality assurance practices, methodologies ,

and procedures

Strong ownershipof deliverables, Excellent communication skills and experience working withglobal teams

Job Location :Electronic -City, Phase II, Bangalore.

What you ll do

Strongbackground in machine learning fundamentals, including deep learning,largelanguage models, and recommender systems.

Strongbackground in validation, defect and software development life cycle

Strongknowledge on ubuntu / yocto linux

Experienceworking with opensource frameworks such as PyTorch, TensorFlow, andONNX-Runtime.

Experiencein profiling ML workloads

Priorexperience in executing validation plans for AI/ML compute stacks such as HIP,CUDA, OpenCL , OpenVINO, ONNX Runtime and TensorFlow/PyTorch integrations.

Whoyou are

Prior experience in validating end-to-endAI pipelines, for e.g. model conversion (e.g., PyTorch ONNX), Inferenceruntimes (e.g, ONNX Runtime, TensorRT, ROCm/HIP), compilers/toolchains (e.g.TVM, Vitis AI, XDNA, XLA), kernel execution, memory transfer and inferenceresults

Strongbackground in python programming.

Excellentproblem-solving skills and willingness to think outside the box.

Experiencewith production software quality assurance practices, methodologies,

and procedures

Strongownership of deliverables, Excellent communication skills and experienceworking with global teams

Tessolve Semiconductor Private Limited, as well as its affiliates and subsidiaries( Tessolve ) does not require job applicants to make any payments at anystage of the hiring process. Any request for payment in exchange for a jobopportunity at Tessolve is fraudulent and should be ignored. . Tessolve is notresponsible for any losses incurred due to such fraudulent activities

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