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Job Summary


Salary
$7,166 - $12,000 SGD / Monthly EST

Job Type
Permanent

Seniority
Senior

Years of Experience
At least 3 years

Tech Stacks
TensorFlow
Amazon S3
PyTorch
Hive
Spark
Hadoop
Python
AWS

Job Description


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We are seeking an experienced engineer to join our AutoCAD machine learning team that is focused on building a new suite of features that help our customers work more efficiently and effectively than ever before. We are looking for a passionate, creative and collaborative person who can bring their experience of developing production-grade ML systems to the team. We value your knowledge in applying appropriate machine learning, deep learning, predictive modeling and optimization to prototype, build and deploy solutions to new problem spaces.

Responsibilities

  • Research, design and building machine learning and deep learning solutions to new problems
  • Lead machine learning based research with cross-functional teams to discover new business opportunities
  • Advocate and implement the best practices, in terms of knowledge, technology and process, to ensure the team is working effectively to deliver customer value while also constantly learning to remain up to date in a rapidly changing domain
  • Collaborate effectively with product management, engineering, design and other stakeholders to deliver products that have a quantifiable impact on Autodesk’s business
Minimum Qualifications

  • A degree in a related field (Data Science, Computer Science, Statistics or a quantitative-related field) or equivalent professional experience.
  • Proven track record overseeing machine learning projects at all stages, from initial conception to implementation and optimization
  • Collaborative, respectful, and inclusive engineer who is interested to work in a diverse and global team
Preferred Qualifications

  • Bachelors/MS/Ph.D. in a related field (Data Science, Computer Science, Statistics, or a quantitative-related field)
  • 3+ years’ experience in developing and shipping machine learning, natural language processing or deep learning models
  • Experience in Python
  • Experience in deep learning libraries, such as PyTorch and TensorFlow
  • Experience working with big data platforms (Hadoop, Spark, Hive) and orchestration frameworks (Airflow) and analytic environments (SageMaker)
  • Experience working with AWS services like ECR, S3 & Lambda
  • Experience in data preprocessing and building ML pipelines
  • Strong communicator who can explain complex topics to both a technical and non-technical audience
  • Excellent communication skills, project management skills, and technical management skills
  • Familiarity with CAD systems will be advantageous
At Autodesk, we're building a diverse workplace and an inclusive culture to give more people the chance to imagine, design, and make a better world. Autodesk is proud to be an equal opportunity employer and considers all qualified applicants for employment without regard to race, color, religion, age, sex, sexual orientation, gender, gender identity, national origin, disability, veteran status or any other legally protected characteristic. We also consider for employment all qualified applicants regardless of criminal histories, consistent with applicable law.

Are you an existing contractor or consultant with Autodesk? Please search for open jobs and apply internally (not on this external site). If you have any questions or require support, contact Autodesk Careers .

With Autodesk software, you have the power to Make Anything. The future of making is here, bringing with it radical changes in the way things are designed, made, and used. It’s disrupting every industry: architecture, engineering, and construction; manufacturing; and media and entertainment. With the right knowledge and tools, this disruption is your opportunity. Our software is used by everyone - from design professionals, engineers and architects to digital artists, students and hobbyists. We constantly explore new ways to integrate all dimensions of diversity across our employees, customers, partners, and communities. Our ultimate goal is to expand opportunities for anyone to imagine, design, and make a better world.

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