1+ months

Machine Learning (ML) Solutions Engineer - 76331

Advanced Micro Devices

What you do at AMD changes everything

At AMD, we push the boundaries of what is possible. We believe in changing the world for the better by driving innovation in high-performance computing, graphics, and visualization technologies building blocks for gaming, immersive platforms, and the data center.

Developing great technology takes more than talent: it takes amazing people who understand collaboration, respect, and who will go the extra mile to achieve unthinkable results. It takes people who have the passion and desire to disrupt the status quo, push boundaries, deliver innovation, and change the world. If you have this type of passion, we invite you to take a look at the opportunities available to come join our team.


 AMD is in the process of deploying Machine Learning pervasively for all their internal workflows. The Advanced Analytics and Machine Learning team is an internal AMD team chartered to drive the Machine Learning (ML) deployment across AMD globally. We are in need a strong engineering player to deliver the Data Science and Machine Learning (ML) solutions to end-customers within AMD's large Design and Engineering teams that are involved in VLSI, SW, Manufacturing spaces.



The person will work closely with other Central teams for IT/Infra, Electronic Design Automation (EDA) vendor and inhouse tools. For Commercial applications the person is expected to work with SAP or SalesForce for Sales/Mktg/Operations to design and deliver the ML predictions.  The person will become the expert in one or more for ML modeling, consulting and trouble shooting within the Company while working with SW or Engg Architects to craft long term solutions. Candidate MUST have at least five (5) years of professional experience (outside of coursework)



  • Coding/scripting experience in a product setting or a large SW system written in modern languages
  • In-depth knowledge of software development lifecycle, Quality, SW practices including debug, test, version control, documentation, and bug tracking
  • Data Modeling and Database formats and schemas
  • Familiarity with Machine-Learning foundations (Frameworks, Datasets, Models and Model management)
  • Familiarity with Supervised Learning, Model evaluation metrics, and cross-validation
  • Familiarity and use of different ML/DL/RL algorithms, deep neural network machine learning technologies and modern machine learning programming frameworks
  • Build ML solutions that require minimal maintenance overhead. Automating where possible and driving process owners to provide necessary inputs.
  • Elaborate and build upon established dashboard, data nomenclature, and modeling standards to enable a more cohesive delivery mechanism for analysis across the entire organization. Work closely with other Central teams.
  • Time Series and Forecasting analysis in any discipline
  • Exposure to VLSI Design practices and SW/Driver releases and Games
  • Knowledge of Natural Language Processing techniques
  • Hands-on experience with modern programming languages (Python, C/C++, Perl, Scala, Java, Unix)
  • Hands-on experience with one or more major machine learning framework (TensorFlow, PyTorch, Scikit, Spark-ML etc)
  • Hands-on experience with Data Mining Tools such as Knime, Alteryx, PowerBI, Pandas, etc.
  • Knowledge of Perforce, github, bitbucket, and other DevOps tool chain
  • Knowledge/use of : SQL, DAX, JSON, Parquet
  • Knowledge/use of common APIs : REST, Flask, etc
  • Modeling: MS Tabular, others
  • Ability to work independently, define project goals and scope, and lead your own development effort
  • Proven interpersonal skill, technical leadership and collaborative teamwork required ; strong in Analytical skills.
  • Must demonstrate excellent problem-solving skills and the ability to manage complex problems involving multi-disciplined, cross-functional teams.
  • Good written and oral communication skills.
  • Ability to work well with geographically dispersed teams in APAC and NA.
  • Eager to share information and knowledge with other team members and level up the team.


  • Bachelor's, Masters, or PhD or equivalent experience in Computer Science, EE/Computer Engineering or any related physical field.
  • Specialization in Maths, Statistics and Optimization based solutions.
  • Understanding of Cloud technologies of IaaS, PaaS and other subscription based services.
  • Knowledge of Parallel-Computing, GPUs, and High-Performance-Computing. GPU acceleration (OpenCL, CUDA, etc)
  • Ability to understand and document customer machine learning needs and propose solutions.
  • Collaborate with Business Partners as well as Data Architects to deliver an accurate and understandable self-service data model.
  • Experience working with and developing virtualization containers and package managers for code deployment and or distributed computing using Docker, Singularity etc.
  • As a senior member of the team, you will also be responsible for code reviews, creating unit tests, authoring detailed documentation related to your work, and working with on-site and off-shore teams to deliver the software solutions on schedule.
  • As a senior member in the team, you will be required to play a key role in all phases of the software development including system requirements analysis, coordinating feature design and development across functional and organization boundaries.
  • Evangelize AMD machine learning solutions through presentations to customers, partners and the community seminars.



Requisition Number:76331
Country:United StatesState:TexasCity:Austin
Job Function:Information Technology

AMD does not accept unsolicited resumes from headhunters, recruitment agencies or fee based recruitment services. AMD and its subsidiaries are equal opportunity employers. We consider candidates regardless of 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. Please click here <>for more information.

Posted: 2019-10-17 Expires: 2020-02-09

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Machine Learning (ML) Solutions Engineer - 76331

Advanced Micro Devices

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