Senior/Principal Software Engineer, AI/ML Data Systems

25WD90074, Senior/Principal Software Engineer, AI/ML Data Systems

French translation to follow!/Traduction française à suivre!

Position Overview

Join us to design the core data systems powering both traditional machine learning and cutting-edge generative AI/LLM workflows. As a Senior/Principal Software Engineer, you’ll specialize in one of two tracks:

• Data & Feature Store Infrastructure: Build scalable backend systems for data ingestion, batch/streaming ETL pipelines, feature stores, vector-enabled APIs, and data compliance

• Labeling & Human Feedback Systems: Design multimodal annotation platforms (text, image, audio, video, 3D), develop RLHF workflows (instruction tuning, output ranking), and drive LLM-assisted labeling innovations

You’ll work closely with ML engineers, MLOps, and product teams to deliver high-impact data and labeling solutions at scale. Reporting to the Head of AI & ML Platform, you’ll turn AI research into production-ready features that create real customer value.

Responsibilities
 Choose one track to focus on:

• Design and implement scalable feature engineering systems for both batch and streaming computation

• Build and maintain low-latency online feature serving systems with consistency between training and inference

• Develop and maintain monitoring systems for feature freshness, data drift, and data quality

• Integrate feature management solutions with vector databases to support embeddings and retrieval-augmented generation (RAG) workflows

• Ensure compliance, lineage, and best practices for infrastructure as code

• Build and scale annotation platforms for diverse data types: text, image, video, audio, and 3D

• Develop workflows for LLM alignment, including instruction tuning and RLHF (Reinforcement Learning from Human Feedback) output ranking

• Embed LLM-assisted labeling features such as auto-labeling, policy checking, and active learning

• Drive annotation quality through processes such as inter-annotator agreement, gold standard samples, and anomaly detection

• Manage and scale internal/external labeling teams while maintaining secure data integration

Minimum Qualifications

• 5+ years of experience in data engineering, ML platform, or backend development roles

• Proficiency in at least one modern programming language (Python preferred)

• Experience developing and operating distributed backend APIs and SDKs

• Experience working with cloud platforms (AWS, GCP, or Azure), containers (Docker/Kubernetes), and infrastructure-as-code tools (e.g., Terraform)

Plus, one of the following specialization experiences:

Feature Store Track: (At least have experience with TWO of the following)

• Hands-on experience with feature store frameworks (e.g., SageMaker Feature Store, Feast, Tecton, Hopsworks), or operating vector database systems for serving LLM use cases

• Experience with batch and/or streaming data pipelines (e.g., Kafka, Flink, Spark, Ray) and orchestration tools (e.g., Airflow, Argo Workflow)

• Demonstrated experience at least in one the data areas: data catalog, data validation, versioning, lineage, and security/compliance

• Proven working experience with labeling platforms (e.g., GroundTruth, Label Studio)

• RLHF/instruction tuning, or annotation workflow development

Preferred Qualifications

• Experience with LLM pipelines, including embeddings, retrieval-augmented generation (RAG), or prompt engineering

• Familiarity with labeling copilot tools, active learning, or managing hybrid annotation teams

• Knowledge of knowledge graphs or semantic data modeling

About Autodesk / À propos d’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 – it’s at the core of everything we do. Our culture guides the way we work and treat each other, informs how we connect with customers and partners, and defines how we show up in the world.

When you’re an Autodesker, you can do meaningful work that helps build a better world designed and made for all. Ready to shape the world and your future? Join us!

Bienvenue chez Autodesk ! Nos logiciels créent chaque jour des choses extraordinaires : des bâtiments les plus écologiques aux voitures les plus propres, en passant par les usines les plus intelligentes et les films à succès. Nous aidons les innovateurs à concrétiser leurs idées, transformant non seulement la façon dont les choses sont fabriquées, mais aussi ce qui peut l’être. Nous sommes très fiers de notre culture chez Autodesk ; elle est au cœur de tout ce que nous faisons. Notre culture guide notre façon de travailler et de nous comporter les uns envers les autres, influence nos interactions avec nos clients et nos partenaires, et définit notre image au monde. En tant qu’Autodeskien, vous pouvez accomplir un travail significatif qui contribue à bâtir un monde meilleur, conçu et réalisé pour tous. Prêt à façonner le monde et votre avenir ? Rejoignez-nous !

Salary transparency / Transparence salariale

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, our compensation package may include annual cash bonuses, commissions for sales roles, stock grants, and a comprehensive benefits package.

Le salaire est l'un des éléments du programme de rémunération concurrentiel d'Autodesk. Pour les postes basés au Canada (Colombie-Britannique), nous proposons un salaire de base compris entre X et X dollars. Les offres sont basées sur l'expérience et la situation géographique du candidat et peuvent dépasser cette fourchette. En plus du salaire de base, notre programme de rémunération peut inclure des primes annuelles en espèces, des commissions pour les postes commerciaux, des attributions d'actions et un ensemble complet d'avantages sociaux.

Diversity & Belonging / Diversité et appurtenance

We take pride in cultivating a culture of belonging where everyone can thrive. Learn more here: https://www.autodesk.com/company/diversity-and-belonging

Nous sommes fiers de cultiver une culture d’appartenance où chacun peut s’épanouir. Pour en savoir plus, cliquez ici : https://www.autodesk.com/company/diversity-and-belonging

Are you an existing contractor or consultant with Autodesk?

Êtes-vous un sous-traitant ou un consultant existant d’Autodesk ?

Please search for open jobs and apply internally (not on this external site).

Veuillez rechercher des emplois vacants et postuler à l’interne (pas sur ce site externe).