Senior Machine Learning Engineer

Key Skills

Java Programming, Design of Experiment, Python Programming, SQL, AWS, Big Data Technology, Apache Hadoop, Machine learning techniques, Deep Learning, PyTorch, TensorFlow, Apache Hive, Apache Airflow, SPARK Programming, Lambda

Job Description

With Autodesk software, you have the power to Make Anything. The future of making is here, bringing with its radical changes in the way things are designed, made, and used. 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 the 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.

AutoCAD® is computer-aided design (CAD) software that architects, engineers, and construction professionals rely on to create precise 2D and 3D drawings. This globally leading product is currently used by millions to design objects from electrical panels to construction floor plans. This team is at the center of a company-wide transformation to build the next generation of features that leverage Artificial Intelligence and Machine Learning technology.

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