Kernel Developer - Hardware Optimization IIT Hyderabad

2.0 - 7.0 years

5 - 9 Lacs

hyderabad

Work from Office

Job Summary : We are seeking an experienced developers for our kernel development team focused on building and optimizing AI/ML operators using our specialised Instruction Set Architecture (ISA). In this role, you will be responsible for design, development, and performance tuning of core kernel components that directly influence the efficiency and reliability of AI/ML workloads on our custom hardware. You will work closely with compiler teams, hardware architects, and application developers to deliver an operator that maximizes performance while meeting stringent accuracy and latency requirements. Key Responsibilities : Kernel Design & Development : - Design and development of core kernel modules, optimized for both performance and energy efficiency under AI/ML workloads. - Design and development of advanced performance profiling/optimization and debugging tools to ensure low latency. - Analyse kernel performance, identify bottlenecks, and implement optimizations at the software and feedback to the hardware for next generation improvements. - Ensure to follow and propose industry best practices for code quality, performance testing, and validation of kernels. - Collaborate with hardware architects, compiler teams to align the kernel design with the underlying ISA capabilities and seamless integration of AIML models. - Stay current on emerging trends in ISA design, low-level programming, and AI/ML hardware acceleration. Ensure that documentation of the kernel components is made. Necessary Qualifications : - Bachelors or Masters degree in Computer Science, Electrical/Computer Engineering, or a related field. - Work experience in C/C++ is required and python is plus. - 3+ years of industry experience in kernel or low-level system software development, with a strong background in optimizing performance for specialized hardware. - Appropriate understanding of assembly language, computer architecture, ISA design/Development, and related performance optimization techniques. - Demonstrated experience in using debugging and performance profiling tools (e.g., kernel debuggers, profilers, trace analyzers). - Experience with developing AI/ML operators or accelerators in hardware-software co-design environments, is a plus. - Experience of relevant industry standards and emerging trends in AI hardware acceleration is a plus. What We Offer : An opportunity to lead innovative kernel development projects at the cutting-edge intersection of AI/ML and custom ISA design. A collaborative, dynamic work environment with access to state-of-the-art technology and methodologies. Competitive compensation, comprehensive benefits, and significant opportunities for professional growth and impact.

Posted 1 day ago

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Big Data / Cloud Architect Atgeir Solutions

10.0 - 15.0 years

0 Lacs

pune, maharashtra

On-site

We are seeking a Big Data / Cloud Architect to join Atgeir's Advanced Data Analytics team. As a Professional with a strong background in Big Data and Cloud Platforms, you will work closely with customers to understand their requirements and translate them into architectural models that operate at a large scale and high performance. You will provide guidance to customers on running these architectural models on both traditional Data Platforms (Hadoop Based) and Modern Data Platforms (Cloud Based). Your responsibilities will include collaborating with customers to develop data management platforms utilizing Open Source Technologies and Cloud Native services. You will extract best-practice knowledge, reference architectures, and patterns from these engagements to share with the Advanced Analytics Centre of Excellence (CoE) team at Atgeir. To be successful in this role, you should have at least 10 years of experience in ETL and analytics systems development and deployment. Strong verbal and written communication skills are essential, along with the ability to effectively collaborate across internal and external organizations as well as virtual teams. You must possess the capability to comprehend complex business requirements and quickly translate them into prototype systems. Experience in implementation and tuning within the Big Data Ecosystem (e.g., Hadoop, Spark, Presto, Hive), Databases (e.g., Oracle, MySQL, PostgreSQL, MS SQL Server), and Data Warehouses (e.g., Redshift, Teradata) is required. Familiarity with foundational infrastructure requirements such as Networking, Storage, and Hardware Optimization is necessary, along with hands-on experience in at least one of the cloud platforms (GCP / Azure / AWS) and/or data cloud platforms (Databricks / Snowflake). You should have proven hands-on experience with a programming language such as Python, Java, Go, or Scala. A willingness to work hands-on on projects, lead large teams, and guide them effectively is crucial. Possessing an Architect level certification on one of the cloud platforms would be considered an advantage for this role.,

Posted 5 days ago

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