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Job Requisition ID #
24WD84449
Position Overview
We are looking for an experienced Senior Software Engineer to join our platform team focusing on the development of software, based on artificial intelligence (AI) / machine learning (ML). This key role involves architecting scalable, efficient systems for model serving and inference, ensuring seamless deployment and management across diverse environments. You will have a background in software engineering, with an understanding of AI/ML technologies, and will be responsible for leading/contributing to the design, analysis, and delivery of data-driven solutions to significant business challenges across a program of work. As an important contributor to our engineering team, you will help shape the future of our AI/ML capabilities, delivering solutions that inspire value for our organization. You will report to Manager. You will work from the Pune location.
Our team culture is built on collaboration, mutual support, and continuous learning. As a Sr Software Engineer, you will provide technical guidance and expertise for the team, and with other stakeholders. We emphasize an agile, hands-on, and technical approach at all levels of the team. As a group, we want to continuously improve our Machine Learning and knowledge of trends and techniques relevant to our areas.
Our team strives for excellence in the theory and practice of Machine Learning. We encourage personal development and knowledge sharing.
The role is in the Platform Organization within the Product Design and Manufacturing Solutions division, focusing on technical problem solving with the latest in NLP and ML technology. This team defines and builds the software platform the Fusion 360 family of products is built upon.
Responsibilities
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Develop scalable and efficient systems for serving AI/ML models, ensuring that these systems can handle varying loads and perform with low latency across diverse environments
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Explore to generate datasets for model training and development for better and efficient prediction
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Provide Technical Leader and mentorship for less experienced members of the team to deliver ley AI/ML powered features for our platform
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Ensure that the AI/ML serving systems follow industry standards and regulatory requirements for data security and privacy, including the management of data encryption, access controls, and audit trails
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Work closely with AI/ML researchers, data engineers, and other partners to translate complex AI/ML models into production-ready systems, providing technical guidance throughout the project lifecycle
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Stay informed about the latest developments in AI/ML technologies, cloud computing, and software engineering practices, exploring, and integrating solutions that can enhance the capabilities and efficiency of the AI/ML serving platform
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Translate business requirements and objectives into problems that can be solved with a combination of Data, Statistics, and Machine Learning
Minimum Qualifications
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BS or MS in Computer Science, or equivalent practical experience
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5+ years of experience in software development and engineering, with a solid record of delivering production systems and services
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Hands-on experience 3+ with AI/ML frameworks (such as TensorFlow, PyTorch) and familiarity with the lifecycle of AI/ML model development, from training to deployment
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Proficiency in machine learning stack (e.g. Pandas, ..) and programming languages such as C++, Python
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Knowledge of experimentation design and analysis of results
Preferred Qualifications
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Familiarity with Large Language Models, especially in the context of interactive dialog systems and chatbots (RAG, Generative AI, Conversational Agents)
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Experience deploying systems that use NLP such as Information Retrieval (IR), Recommender Systems (RecSys), or other NLP Applications
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SQL and experience with big data technology such as Hive, Presto, Glue, (Py)Spark, or Athena
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Advanced software engineering skills including data structures and algorithms
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Experience with data pipelines and model serving in AWS
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Experience with MLOps, especially on AWS, at scale
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About Autodesk
Welcome to Autodesk! Amazing things are created every day with our software – from the greenest buildings and cleanest cars to the smartest factories and biggest hit movies. We help innovators turn their ideas into reality, transforming not only how things are made, but what can be made.
We take great pride in our culture here at Autodesk – our Culture Code is at the core of everything we do. Our values and ways of working help our people thrive and realize their potential, which leads to even better outcomes for our customers.
When you’re an Autodesker, you can be your whole, authentic self and do meaningful work that helps build a better future for all. Ready to shape the world and your future? Join us!
Salary transparency
Salary is one part of Autodesk’s competitive compensation package. Offers are based on the candidate’s experience and geographic location. In addition to base salaries, we also have a significant emphasis on discretionary annual cash bonuses, commissions for sales roles, stock or long-term incentive cash grants, and a comprehensive benefits package.
Diversity & Belonging
We take pride in cultivating a culture of belonging and an equitable workplace where everyone can thrive. Learn more here: https://www.autodesk.com/company/diversity-and-belonging
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