Senior Machine Learning Engineer
Job Summary
Job Description
- MS/M.Tech/M.Math/ or PhD in related field.
- 3+ years of applicable work experience in ML.
- Experience with OpenSearch/ElasticSearch/Lucene/Solr.
- Experience of NLU and integrating search techniques.
- Proficiency with the Python Machine Learning stack.
- Knowledge of experimental design and analysis of results.
- Expertise with applying Machine Learning, including Deep Learning.
- Experience with leading Machine Learning teams.
13 skills required
Job Details
Job Requisition ID #
Position overview
As a Senior ML Engineer on the team, you will be responsible for leading/contributing to the design, analysis, and delivery of data-driven solutions to significant business challenges across dedicated RAG programs of work. Your expertise in Information Retrieval as a theoretical discipline and in OpenSearch/ElasticSearch as the enabling tool will drive end-to-end planning, POC-building, offline and online evaluation and features into the hands of users.
The Senior MLE will work to deliver ML-driven technical solutions to customer needs in our platform. Sr MLEs help in coordinating delivery as part of multi-disciplinary stakeholder teams. This role is hands-on, focusing on technical problem solving with the latest in NLP and ML technology.Our team culture is built on collaboration, mutual support, and continuous learning.
As a Senior MLE, 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 as well as our 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.
Responsibilities
Design and implement Machine Learning capabilities that improve Autodesk’s RAG platforms
Perform statistical and data analysis and exploration to generate datasets for model training and development
Collaborate with other members of the team to reach better solutions, and to position our team at the cutting edge of technology and ML practice
Provide technical leadership and mentorship for less-experienced members of the team to deliver key ML-powered features for our Digital Customer Platform.
Partner with stakeholders, to solve important business objectives across a range of problems
Translate business requirements and objectives into problems that can be solved with a combination of Data, Statistics, and Machine Learning
Minimum Qualifications
MS/M.Tech/M.Math/ or PhD in Computer Science, Statistics, Mathematics, Physics, Engineering, Economics, Computational Linguistics or related field.
3+ years of applicable work experience in ML
Hands-on experience working with OpenSearch/ElasticSearch/Lucene/Solr on large text data
Hands-on experience of NLU and integrating traditional search techniques into RAG
Proficiency with the Python Machine Learning stack, e.g. Pandas, etc
Knowledge of experimental design and analysis of results
Demonstrate expertise with applying Machine Learning, including both Deep
Learning (PyTorch) and Classical ML (Scikit-Learn)
Demonstrate experience with leading Machine Learning teams in
deploying and improving ML features in production
Demonstrate experience working in cross-functional teams to deliver ML solutions in production
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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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About The Company
Autodesk is changing how the world is designed and made. Our technology spans architecture, engineering, construction, product design, manufacturing, media, and entertainment, empowering innovators everywhere to solve challenges big and small. From greener buildings to smarter products to more mesmerizing blockbusters, Autodesk software helps our customers to design and make a better world for all. Over 100 million people use Autodesk software like AutoCAD, Revit, Maya, 3ds Max, Fusion 360, SketchBook, and more to unlock their creativity and solve important design, business and environmental challenges. Our software runs on both personal computers and mobile devices and taps the infinite computing power of the cloud to help teams around the world collaborate, design, simulate and fabricate their ideas in 3D. We provide exceptional compensation/benefit packages and we’d love for you to join us. We’re proud to be an equal opportunity employer and we consider all qualified applicants without regard to race, gender, disability, veteran status or other protected category. To see our culture in action, check out #AutodeskLife. We are headquartered in the San Francisco Bay Area and have more than 10,000 employees worldwide.
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