Job Requisition #
26WD99788L'affichage de poste en français suivra / The French job posting follows
26WD99788 Sr. Applied AI/ML Developer
Position overview
As a Senior ML Developer 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 horizontal expertise in testing, evaluation and causal inference in the vertical domain of user interaction with text outputs, Information Retrieval as a theoretical discipline as the enabling tool will drive end-to-end planning, POC-building, offline and online evaluation and pushing 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, Developer, Economics, Computational Linguistics or related fields
3+ years of applicable work experience in ML
Hands-on experience of NLU and integrating traditional search techniques into RAG
Proficiency with the Python Machine Learning stack, e.g. Pandas, deep learning frameworks, traditional ML, probability calibration etc.
Knowledge of experimental design and analysis of results
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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26WD99788 Développeur principal en IA/apprentissage automatique appliqué
Aperçu du Poste
En tant que développeur principal en apprentissage automatique au sein de l’équipe, vous serez chargé de diriger ou de contribuer à la conception, à l’analyse et à la mise en œuvre de solutions fondées sur les données afin de relever des défis d’affaires majeurs dans le cadre de programmes de travail RAG dédiés. Votre expertise horizontale en matière de tests, d’évaluation et d’inférence causale dans le domaine vertical de l’interaction des utilisateurs avec les sorties textuelles, ainsi que la recherche d’information en tant que discipline théorique et outil facilitateur, vous permettront de piloter la planification de bout en bout, la création de preuves de concept (POC), l’évaluation hors ligne et en ligne, ainsi que la mise à disposition des fonctionnalités auprès des utilisateurs.
Le spécialiste principal en apprentissage automatique (MLE) travaillera à fournir des solutions techniques basées sur l’apprentissage automatique pour répondre aux besoins des clients sur notre plateforme. Les spécialistes principaux…
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