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Senior Software Engineer - Machine Learning

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Software Engineering
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154844 Requisition #
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Xilinx develops highly flexible and adaptive processing platforms that enable rapid innovation across a variety of technologies - from the endpoint to the edge to the cloud. Xilinx is the inventor of the FPGA, hardware programmable SoCs and the ACAP (Adaptive Compute Acceleration Platform), designed to deliver the most dynamic processor technology in the industry and enable the adaptable, intelligent and connected world of the future in a multitude of markets including Data Center (Compute, Storage and Networking); Wireless/5G and Wired Communications; Automotive/ADAS; Emulation & Prototyping; Aerospace & Defense; Industrial Scientific & Medical, and others. Xilinx's core strengths simultaneously address major industry trends including the explosion of data, heterogeneous computing after Moore's Law, and the dawn of artificial intelligence (AI).

Our global team is growing and we are looking for bold, collaborative and creative people to help us lead the industry transformation to build an adaptable intelligent world. We believe that by embracing diverse ideas, striving for excellence in all that we do, and working together as a unified team, we can accomplish anything. Come do your best work and live your best life as part of the ONEXILINX team! 

Responsibilities

  • Understanding the business requirement and translate into the design and code
  • Interact across the team and work with architects, QA and business analyst
  • Working in Agile environment with Agile team
  • Participate in story grooming, creating story tasks and estimating the same
  • Communicate effectively within and across the team
  • Writing technical design, implementation and unit test cases documentation
  • Participate in release deployment, troubleshooting and triaging
  • Great team player, experience working with mid to large teams and cross functional teams #hot

Senior Machine Learning Engineer

Education Requirements 
B Tech/ M Tech.
Exp: 8+ years

Key Skill
  • Strong Programming Skills 8+  years in Python or Java
  • Strong Python
  • Machine Learning, Artificial Intelligence, Deep Learning
  • Experience in DevOps technologies (Docker container, cloud)
  • 2+ years of working on CI/CD/DevOps technologies  like GitHub, Jenkins, Docker etc
Software tools/skills needed
  • Strong Programmer
  • Experience productionizing machine learning methodologies such as regression, classification, clustering, matrix factorization, predictive analytics, decision trees, support vector machines, neural networks / deep learning.
  • Experience with Python Web, Analytics and Machine Learning frameworks like Django, Flask, Caffe, Keras - Tensor Flow/Theano, Apache Spark
  • Understanding of data science relevant technologies such as Scala, Flask, R, Lucene/SOLR, Elasticsearch, SparkMLib/SparkML, Spark Streaming, Kafka, Zookeeper, Jupyter Hub, Tensor Flows, GPU computing, MYSQL, 
  • Exposure to OpenCV, Dlib and predominant deep learning architectures is a good to have.
  • NoSQL datastore exposure, like Redis, Cassandra, etc 
  • Experience with Real time Centralized Social Media Analytics for Engagement, Followers, Audience analysis and insights considered a good to have.
  • Demonstrated ability to produce production quality code working in a fast-paced dynamic team.
  • Thorough knowledge of software development best practices, coding standards, code reviews, source control management, build process, continuous integration and continuous delivery.
  • Experience in DevOps technologies (Docker container, cloud)

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Equal Employment Statements

UNITED STATES: Xilinx is an equal opportunity and affirmative action employer. Applicants and employees are treated throughout the employment process without regard to race, color, religion, national origin, citizenship, age, sex, marital status, ancestry, physical or mental disability, veteran status or sexual orientation. The information requested here is used only in compliance with US Federal laws and is not gathered for employment decisions. Responses are strictly voluntary, and any information provided will remain confidential. If you choose not to "self-identify", you will not be subject to any adverse treatment.

CANADA and EUROPE: Xilinx is an equal opportunities employer.

SINGAPORE and AUSTRALIA: Xilinx is an equal opportunity and affirmative action employer. Applicants and employees are treated throughout the employment process without regard to age, race, gender, religion, marital status and family responsibilities, disability or sexual orientation.

CHINA, HONG KONG, KOREA, PHILIPPINES and TAIWAN: Xilinx is an equal opportunity and affirmative action employer. Applicants and employees are treated throughout the employment process without regard to race, color, religion, national origin, citizenship, age, sex, marital status, ancestry, physical or mental disability, veteran status or sexual orientation.