Surat, Gujarat, India
Information Technology
Other
Advanced Micro Devices
Overview
Machine Learning Engineer
- Bangalore, India
- Engineering
- 66205
Job 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_
SMTS SOFTWARE DEVELOPMENT ENGINEER
THE ROLE:
AMD is looking for an influential software engineer who is passionate about improving the performance of key applications and benchmarks. You will be a member of Advanced Rendering Research, and will work with the very latest hardware and software technology.
THE PERSON:
The ideal candidate should be passionate about software engineering and possess leadership skills to drive sophisticated issues to resolution. Able to communicate effectively and work optimally with different teams across AMD.
KEY RESPONSIBILITIES:
- Work with AMD’s architecture specialists to improve future products
- Data-Driven Insights & Roadmap Influence: Analyze model performance on key metrics to identify areas for improvement and directly influence our future R&D roadmap.
- Hypothesis-Driven Experimentation: Develop and formulate hypotheses regarding model and data performance, potential improvements, and areas for optimization. Design, execute, and rigorously analyze experiments to validate or refute these hypotheses.
- Metric Definition & Dashboarding: Identify and define the appropriate metrics (e.g., perceptual quality scores, fidelity metrics, artifact detection rates) to track model and data performance and improvements. Implement these metrics in accessible dashboard and pipeline with fast turn-around for changes.
- Collaboration & Cross-Functional Alignment: Work closely with research, engineering and QA teams to translate data insights into actionable strategies.
- Data Infrastructure & Efficiency: Build and maintain data tables, scripts, and processes to streamline data analysis, improve efficiency, and make data more readily accessible to the team.
- Model Evaluation & Tuning: Contribute to the evaluation of generated images and videos, identifying areas for model refinement and potential training data improvements.
- Stay informed of software and hardware trends and innovations, especially pertaining to algorithms and architecture
- Debugging/fix existing issues and research alternative, more efficient ways to accomplish the same work
- Develop technical relationships with peers and partners
PREFERRED EXPERIENCE:
- Strong object-oriented programming background, C/C++ preferred
- Ability to write high quality code with a keen attention to detail
- Extensive experience in data analysis and performance metrics evaluation, particularly in machine learning or AI models.
- Proficiency in hypothesis-driven experimentation and statistical analysis.
- Familiarity with defining and implementing performance metrics, especially in the context of perceptual quality and fidelity.
- Experience with building and maintaining data pipelines, dashboards, and data infrastructure for efficient analysis.
- Strong collaboration skills with the ability to work cross-functionally with research, engineering, and quality assurance teams.
- Background in model evaluation and tuning, with a focus on image and video generation.
- Knowledge of current software and hardware trends related to algorithms and architectures.
- Demonstrated experience in debugging and optimizing existing processes or systems.
- Previous engagement in developing technical relationships with peers and industry partners.
- Familiarity with tools and technologies used in data analysis, such as SQL, Python, or similar programming languages.
- Experience with Windows, Linux and/or Android operating system development
- 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
- Motivating leader with good interpersonal skills
ACADEMIC CREDENTIALS:
- Master's degree or PHD in Computer Science, Computer Engineering, Electrical Engineering, or equivalent
#LI-NS1
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.
Similar Jobs
View All
3 Hours ago
IOT - Product Manager
Information Technology
- 4 - 6 Yrs
- Mumbai
Our client is a pioneering Cleantech platform that bridges finance and technology to accelerate the adoption of rooftop solar energy in India. Backed by top-tier investors, our client combines a digital lending platform and IoT-enabled asset manageme...
1 Day ago
MERN Stack Developer - Remote
Information Technology
- 2 - 4 Yrs
- Anywhere in India/Multiple Locations
Job responsibility:
Hire and mentor a team of high-calibre front-end and Backend engineers
Design and develop new user-facing full-stack applications.
Building reusable components and front-end, backend libraries for future use
Optimizing...
1 Day ago
Robotics Software Engineer 3 (Senior-Level)
Information Technology
- Surat, Gujarat, India
Title: Robotics Software Engineer 1 (Junior)DescriptionAuzmor is redefining workforce training by seamlessly integrating human and robotic skill development to empower the hybrid workforce of tomorrow. As a Robotics & AI Research Engineer in our Rob...
1 Day ago
Security Analyst - CISA/CISM
Information Technology
- Surat, Gujarat, India
Kansoft is looking for a Security Analyst who will play a vital role in strengthening our information security framework, supporting audit readiness, and ensuring alignment with global security standards. The ideal candidate will have a strong under...
1 Day ago
Java Developer - Spring Boot/Microservices Architecture
Information Technology
- Surat, Gujarat, India
Java DeveloperWe are seeking a skilled and experienced Java Developer with 6+ years of hands-on development experience to design, develop, and maintain scalable Java-based applications. The ideal candidate will have deep expertise in Java 8+, Spring...
1 Day ago
Codemonk - Python Backend Developer - Django/FastAPI
Information Technology
- Surat, Gujarat, India
About RoleWe are seeking a skilled Backend Engineer with 2+ years of experience to join our dynamic team, focusing on building scalable web applications using Python frameworks (Django/FastAPI) and cloud technologies. You'll be instrumental in devel...
1 Day ago
Roadcast - Senior Python Developer - Flask/Django Framework
Information Technology
- Surat, Gujarat, India
We are seeking a highly skilled and experienced Senior Python Developer to join our dynamic team. The ideal candidate will have a strong background in designing, developing, and deploying robust and scalable Python applications.You will be responsib...
1 Day ago
Haqdarshak - Data Engineer - ETL
Information Technology
- Surat, Gujarat, India
Skillsets And AttitudesMust have : Educational Background : Bachelors degree in computer science, Information Technology, or a related field. Technical Proficiency Hands-on experience with database technologies (e.g., Oracle, SQL Server, MySQL, P...
Talk to us
Feel free to call, email, or hit us up on our social media accounts.
Email
info@antaltechjobs.in