Senior AI Software Performance Engineer

BigStep TechnologiesGurugram, Haryana, India
LinkedInPosted 2d agoOriginal Listing

Job Description

Location: Remote Position Type: Full-time About the Role We are seeking a talented and driven AI Software Performance Engineer to join our advanced technology group. In this role, you will act as a key technical expert, working directly with internal engineering teams, strategic partners, and high-profile clients to accelerate, optimize, and deploy cutting-edge AI solutions. Your mission will be to bridge the gap between complex AI workloads and underlying hardware capabilities, ensuring maximum efficiency and top-tier performance. Key Responsibilities ● Performance Optimization: Analyze, profile, and characterize client AI workloads to deliver fully optimized configurations for targeted hardware infrastructure. ● Model Engineering: Research industry trends to prototype new solutions. Modify existing AI models, adjust parameters, and apply quantization techniques to resolve bottlenecks and enhance runtime performance. ● Ecosystem Collaboration: Partner with framework engineers and product development teams to align future hardware designs with emerging AI software requirements. ● Technical Advising: Serve as a trusted consultant for strategic enterprise customers, guiding them through complex deployment challenges. ● Benchmarking: Develop competitive benchmarking collateral and translate real-world workload data into actionable requirements for future product generations. Requirements Core Qualifications: ● 2+ years of hands-on experience in software profiling and performance tuning using Python (proven track record of identifying and resolving code-level bottlenecks). ● 1+ year of experience working with Transformers and Large Language Models (LLMs) within the PyTorch ecosystem, including a solid understanding of LLM architecture. ● 1+ year of practical experience with container orchestration platforms like Kubernetes or Red Hat OpenShift. ● Strong analytical thinking, problem-solving skills, and a proactive attitude toward technology. ● Excellent technical and non-technical communication skills in English, with the ability to influence stakeholders. Nice to have: ● Experience with Cloud Service Providers (AWS, GCP, or Azure). ● Familiarity with modern LLM serving frameworks (e.g., vLLM, Sglang). ● Deep understanding of hardware memory utilization, virtualization, and Linux containers. ● Previous experience in direct customer-facing technical roles. Education & Experience ● Bachelor’s degree in Computer Science, Computer/Electrical Engineering, Math, Physics, or a related field + 5 years of industry experience, OR ● Master’s degree in the fields above + 3 years of industry experience, OR ● PhD in the fields above + 1 year of industry experience.

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