Deep Learning
Machine Learning (ML)Job Title: Chief Engineer: Deep Learning Compiler Expert
You will collaborate with experts in machine learning, algorithms and software to lead our effort of deploying machine learning models onto Samsung Mobile AI platform.
In this position, you will contribute, develop and enhance our compiler infrastructure for high-performance by using open-source technology like MLIR, LLVM, TVM and IREE.
Necessary Skills / Attributes:
- 6 to 15 years of experience in the field of compiler design and graph mapping.
- 2+ years hands-on experience with MLIR and/or LLVM.
- Experience with multiple toolchains, compilers, and Instruction Set Architectures.
- Strong knowledge of resource management, scheduling, code generation, and compute graph optimization.
- Strong expertise in writing modern standards (C++17 or newer) C++ production quality code along test-driven development principles.
- Comfortable and experienced in software development life cycle - coding, debugging, optimization, testing, and continuous integration.
- Familiarity with parallelization techniques for ML acceleration.
- Experience working on and contributing to an active compiler toolchain codebase, such as LLVM, MLIR, or Glow.
- Experience in deep learning algorithms and techniques, e.g., convolutional neural networks, recurrent networks, etc.
- Experience of developing in a mainstream machine-learning framework, e.g. PyTorch, Tensorflow or Caffe.
- Experience operating in a fast-moving environment where the workloads evolve at a rapid pace.
- Understanding of the interplay of hardware and software architectures on future algorithms, programming models and applications.
- Experience developing innovative architectures to extend the state of the art in DL performance and efficiency.
- Experience with Hardware and Software Co-design.
M.S. or higher degree, in CS/CE/EE or equivalent with industry or open-source experience.
Work Profile:
- Design, implement and test compiler features and capabilities related to infrastructure and compiler passes.
- Ingest CNN graphs in Pytorch/TF/TFLite/ONNX format and map them to hardware implementations, model data-flows, create resource utilization cost-benefit analysis and estimate silicon performance.
- Develop graph compiler optimizations (operator fusion, layout optimization, etc) that are customized to each of the different ML accelerators in the system.
- Integrate open-source and vendor compiler technology into Samsung ML internal compiler infrastructure.
- Collaborate with Samsung ML acceleration platform engineers to guide the direction of inferencing and provide requirements and feature requests for hardware vendors.
- Closely follow industry and academic developments in the ML compiler domain and provide performance guidelines and standard methodologies for other ML engineers.
- Create and optimize compiler backend to leverage the full hardware potential, efficiently optimizing them using novel approaches.
- Evaluate code performance, debug, diagnose and drive resolution of compiler and cross-disciplinary system issues.
- Contribute to the development of machine-learning libraries, intermediate representations, export formats and analysis tools.
- Communicate and collaborate effectively with cross-functional hardware and software engineering teams.
- Champion engineering and operational excellence, establishing metrics and processes for regular assessment and improvement.
Keywords to source candidates
Senior Developer, Deep Learning, Prediction engine, Machine Learning, Compiler
Shubham Vishwakarma
Full Stack Developer - Averlon
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Summary/Objective:
The primary objective of hiring a Project Coordinator is to efficiently manage customer data, oversee project development, and ensure the successful deployment of websites. The role involves collaborating with various teams, handling customer feedback, and maintaining high-quality website deliverables.
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1. Customer Data and Project Management:
· Effectively manage customer data and all the related information.
· Ensure accurate documentation and organization of work flow details.
· Collaborate with the Design team for creating mockups and visuals.
· Communicate design concepts and seek customer approval via email correspondence.
2. Development and Progress Tracking:
· Liaise with the Development team to facilitate smooth task flow.
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· Verify websites to ensure alignment with customer requirements.
3. Testing and Quality Assurance:
· Coordinate with the Testing Department to assess task status and identify bugs.
· Collaborate with team members to address and resolve identified issues.
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4. Customer Engagement and Feedback:
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· Collaborate with team members to implement customer-suggested changes to beta websites.
· Act as a point of contact for customer feedback and promptly address their concerns.
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5. Website Deployment and Live Process:
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· Implement customer-requested changes post-approval, ensuring a polished final product.
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7. Website Maintenance and Continuous Improvement:
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Qualifications/Requirements:
Education:
· Graduate/ Post Graduate.
· Good to have IT background.
Experience:
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· Experience in IT sector is must.
Skills:
· Clearly articulate ideas and project requirements.
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How to Apply:
Kindly send your updated resume
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Avalon Solutions Pvt. Ltd.
PSP - 11, Scheme 78, Vijay Nagar, Indore 452010, MP
www.AvalonSolution.com
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sales team's
potential.
Sales Lead Requirements:
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field may be advantageous.
• Experience in sales is necessary.
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skills.
• Strong leadership abilities.
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Position: Team Leader
Shift Timing: 10 AM to 7 PM - Monday to Saturday (Hybrid)
Company: JNJ Technologies & Services
Location: Vijayawada, Hyderabad
Language: English & Hindi
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Hello,
Greetings for the day !!!
Tridat Technologies is hiring a “Marketing Executive" for one of the machinery manufacturing industry based @ Pune !!!
1. Business
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• Organize events and product exhibitions
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• Prepare weekly/monthly/quarterly reports comparing targets set against targets achieved.
COMPETENCIES
1. Strategic thinking
2. Achievement orientation
3. Customer focus
4. Market intelligence
5. Negotiation skills
QUALIFICATIONS: MBA passed
EXPERIENCE: 3+yrs
WORKING MODE: Work from Office
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Training Specialist
Location: Baner, Pune
Company Name: REI systems India Pvt Ltd (Product based)
Create digital elearning content to increase user adoption and engagement of our Product. You will bring leading-edge thinking, methodologies and approaches to the design and development of e-Learning interactive guides, courses, and multimedia. Partnering with stakeholders and subject matter experts (SMEs) to ensure accuracy of learning content and to deliver high-impact and interactive digital learning experiences.
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- Work closely with (SMEs) throughout the project phases to ensure content accuracy and alignment with learning objectives.
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- Highly organized self-starter, with ability to multi-task and work under tight deadlines with flexibility.
- Excellent written and verbal communication along with strong attention to detail and follow-through skills.
- Assist the eLearning Manager with special projects, as needed.
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- 3 years of experience working in instructional design, learning and development, or an eLearning role.
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- Working knowledge of Learning Management Systems.
- Working knowledge of eLearning tools such as Articulate Rise and Vyond.
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Follow CutshortShubham Vishwakarma
Full Stack Developer - Averlon