Sr. Software Development Engineer ( Machine learning ) Job Listing at AMD in Hyderabad, TS (Job ID 31368-en-us)

Description

WHAT YOU DO AT AMD CHANGES EVERYTHING

We care deeply about transforming lives with AMD technology to enrich our industry, our communities, and the world. Our mission is to build great products that accelerate next-generation computing experiences – the building blocks for the data center, artificial intelligence, PCs, gaming and embedded. Underpinning our mission is the AMD culture. We push the limits of innovation to solve the world's most important challenges. We strive for execution excellence while being direct, humble, collaborative, and inclusive of diverse perspectives. 

AMD together we advance_

SENIOR SOFTWARE DEVELOPMENT ENGINEER  

THE ROLE: 

AMD is looking for a senior software engineer to join our growing team. As a key contributor you will be part of a leading team to drive and enhance AMD's abilities to deliver the highest quality, industry-leading technologies to market.  

THE PERSON: 

The ideal candidate possesses an innovative and problem-solving mindset, has a keen eye for Software engineering development, and is diligent and passionate about Technology. A successful candidate will need to employ strong knowledge in computer technologies, leadership skills in technical areas, and SW engineering expertise as well as a strong ability to compete effectively in a fast-paced, relevant environment while working with different teams of engineers and collaborators. 

KEY RESPONSIBILITIES: 

• Work with AMD's architecture specialists to improve future products
• Responsible for design, optimization and testing of ML compute processing like 2D/3D convolutions, batch normalization, pooling etc and fixed precision implementation and test with Python, embedded C/C++
• Apply a data minded approach to target optimization efforts.
• Optimized ML library development and testing for VLIW-SIMD processors in fixed point int8, int16, floating point
• Stay informed of software and hardware trends and innovations, especially pertaining to algorithms and architecture
• Design and develop new groundbreaking AMD technologies
  Participating in new ASIC and hardware bring ups
• Work closely with design teams in US, Europe and India offices
  Debugging/fix existing issues and research alternative, more efficient ways to accomplish the same work
• Develop technical relationships with peers and partners
• Candidate will participate in different phases of a project, including architecture, system design, coding, unit testing, integration and maintenance and customer support
• Create internal and external facing detailed documentation (micro-architecture design documents, test specifications, test reports, user guides, etc.)

PREFERRED EXPERIENCE: 

• PhD or MSEE preferred
• 5+ years of experience working on optimized library development for GPU and/or SIMD and VLIW processor architectures
• Experience in partitioning problems for execution on a multicore processor system with latency, bandwidth and memory utilization tradeoffs
• Proficient in C/C++, Python and various ML frameworks like TensorFlow, PyTorch etc
• Must have strong competency in understanding and analyzing complex signal processing and computer vision algorithms
• Ability to work with fixed point hardware
• Ability to write high quality code with a keen attention to detail
• Experience with software development processes and tools such as debuggers, source code control systems (GitHub) and profilers is a plus
• Effective communication and problem-solving skills
  

ACADEMIC CREDENTIALS: 

• PhD or Master's degree in Computer Science, Computer Engineering, Electrical Engineering, or equivalent
  

#LI-SR4

Benefits offered are described:  AMD benefits at a glance.

AMD does not accept unsolicited resumes from headhunters, recruitment agencies, or fee-based recruitment services. AMD and its subsidiaries are equal opportunity, inclusive employers and will consider all applicants without regard to age, ancestry, color, marital status, medical condition, mental or physical disability, national origin, race, religion, political and/or third-party affiliation, sex, pregnancy, sexual orientation, gender identity, military or veteran status, or any other characteristic protected by law.   We encourage applications from all qualified candidates and will accommodate applicants' needs under the respective laws throughout all stages of the recruitment and selection process.