Senior and Principal Machine Learning Ops Engineer, Autodesk
+ Discretionary annual cash bonuses + Stock or long-term incentive cash grants
Office located in Agar St, London
3D design, engineering & entertainment software
Posted today
3D design, engineering & entertainment software
1001+ employees
Posted today
+ Discretionary annual cash bonuses + Stock or long-term incentive cash grants
Office located in Agar St, London
1001+ employees
Company mission
To empower innovators with design and make technology so they can achieve the new possible.
Role
Who you are
- BSc in Computer Science, or equivalent practical experience
- 3-8 years of experience in software development and engineering, with a solid record of delivering production systems and services
- Expertise in programming languages such as Python, Java, Go, scripting languages and SQL
- Demonstrated created problem-solving skills with the ability to break down problems into manageable components
- In-depth experience with Amazon AWS (Amazon Web Services) or Azure cloud technologies
- Excellent track record in scalable system design and distributed software architecture
- In-depth experience working with big data technologies, including NoSQL, Hadoop, Spark, Hive, and data pipelines
- Strong expertise in data platforms, encompassing the design and implementation of scalable and efficient data storage, retrieval, and processing systems
- Excellent communication and collaboration skills, fostering teamwork and effective information exchange
- Familiarity with agile development methodologies, including CI/CD & test-driven development
- Working knowledge with cloud data processing, training, deployment, or operations, such as Snowflake or Databricks
- Working knowledge of cloud networking principles and their security implications for organizations holding sensitive data
Desirable
- Exposure to deploying ML-enabled projects and solutions to production environments
- Familiarity with Machine Learning Operations practices
- Exposure to open-source Large Language Models on Hugging Face like Llama & Mixtral
- Exposure to ML libraries such as PyTorch, TensorFlow, XGBoost, Pandas, and ScikitLearn
- Exposure to statistical analysis
- Past collaboration with data scientists and researchers
- Hands-on experience building on Kubernetes centric infrastructure and CI/CD processes
- Hands-on experience automating vulnerability fixes and working with security teams at large enterprise companies
What the job involves
- We are seeking a dynamic and enthusiastic senior software and principal software engineers to develop our next-generation AI/ML platform used in the development of Autodesk’s suite of products and services. Join our dynamic and rapidly expanding team to help build innovative capabilities that enable faster and more secure development of machine learning and generative AI solutions, bolstering the intelligence of Autodesk software products and services.
- You will collaborate with research and product engineering from various domains including design, construction, manufacturing, and media & entertainment to deliver the platform that supports full AI/ML development lifecycle
- Innovative System Design: Lead the design and engineering of software systems for the AI/ML Platform, contributing to the full ML development lifecycle
- Automation and Streamlining: Identify and implement opportunities to automate and streamline ML development processes, fostering efficiency and effectiveness
- Workflow Automation: Develop comprehensive systems to automate and optimize laborious processes, integrating them seamlessly into our platform to streamline operations
- ML Solution Deployment: Develop tools for building and deploying ML artifacts in production environments, facilitating a smooth transition from development to deployment
- Big Data Management: Automate and orchestrate tasks related to managing big data transformation and processing, building large-scale data stores for ML artifacts
- Scalable Services: Design and implement low-latency, scalable prediction, and inference services to support the diverse needs of our users
- Cross-Functional Collaboration: Collaborate across diverse teams, including machine learning researchers, developers, product managers, software architects, and operations, fostering a collaborative and cohesive work environment
- Architectural Leadership: Take ownership of critical components of the platform, providing architectural direction, and contributing to the overall success of the AI/ML Platform
Salary benchmarks
Our take
Autodesk supplies software that enables teams to collaborate, design, simulate, and fabricate their ideas in 3D, serving a range of industries such as engineering, product design, and entertainment. Founded in 1982, the company first delivered the AutoCAD system, a commercial computer-aided design and drafting software application, that is still seeing updated releases to this day.
Over 100 million people use Autodesk software, across many different industries and applications – in some of which it remains nearly irreplaceable. The company has an impressive history of diversification, which it continues to this day. For example, the 2022 acquisition of Moxion, a cloud-based platform for digital dailies used by leading filmmakers, bolstered the company’s offerings for the media and entertainment industry.
The rise of AR and VR technologies is driving modern growth in the computer-aided design market, creating space for Autodesk to expand further. On top of this, a recent shift to the popular SaaS model puts the company in an opportunistic position to seek further success.
Kirsty
Company Specialist at Welcome to the Jungle
Insights
Company
Company HQ
San Rafael, CA
Articles
Leadership
Andrew Anagnost
(CEO & President, not founder)Has worked at the company since 1997, including as CMO and Senior Vice President of Business Strategy and Marketing. Became CEO in 2017.
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