Senior Machine Learning Engineer, Autodesk
$119.8-206.7k
We also have a significant emphasis on annual cash bonuses, commissions for sales roles and stock grants
3D design, engineering & entertainment software
Job no longer available
3D design, engineering & entertainment software
1001+ employees
Job no longer available
$119.8-206.7k
We also have a significant emphasis on annual cash bonuses, commissions for sales roles and stock grants
1001+ employees
Company mission
To empower innovators with design and make technology so they can achieve the new possible.
Role
Who you are
- 6+ years' of relevant experience
- Deep understanding of e-commerce and digital marketing principles, including customer segmentation, user behavior analysis, and conversion optimization
- Strong focus on delivering measurable results and value to the business, with a data-driven approach to decision-making
- Proficiency in SQL and experience with big data technologies such as Hive, Presto, Glue, (Py)Spark, or Athena
- Advanced software engineering skills, including a strong understanding of data structures and algorithms
- Experience with data pipelines and model serving in AWS, including MLOps practices, especially at scale
- Strong background in designing and conducting experiments, including A/B testing, to validate ML models and strategies
- Experience with causal inference methods to understand and model the effects of various interventions in e-commerce settings
- Proficiency in developing and implementing models for behavior targeting to enhance personalized customer experiences and increase conversion rates
- Knowledge of attribution modeling to accurately assess the impact of various marketing and optimization efforts
What the job involves
- As a Senior ML Engineer of ecommerce on the team, you will be responsible for the design, analysis, and delivery of data-driven solutions to significant business challenges across a program of work
- Reporting to the Director of E-commerce ML, this role is hands-on, focusing on advanced technical skills with the latest in NLP and ML technology
- Our team culture is built on collaboration, mutual support, and continuous learning
- As a group, we continuously strive to improve our Machine Learning practices and stay abreast of trends and techniques relevant to our areas
- Our team is committed to excellence in both the theory and practice of Machine Learning, and we encourage personal development and knowledge sharing among all team members
- Oversee the design and development of advanced ML models and algorithms to solve significant e-commerce optimization challenges, focusing on conversion, segmentation, and behavior targeting
- Apply state-of-the-art ML technologies to create data-driven solutions that enhance customer experiences and drive business outcomes
- Coordinate with multi-disciplinary stakeholder teams to ensure seamless delivery of ML-driven solutions, aligning technical efforts with business goals
- Oversee the end-to-end lifecycle of ML projects, from initial data analysis and model development to deployment and performance monitoring
- Provide technical guidance and mentorship to junior engineers, fostering a culture of continuous learning and mutual support within the team
- Emphasize and implement agile, hands-on approaches in project execution, ensuring flexibility and responsiveness to evolving business needs
- Stay up to date of the latest trends and techniques in Machine Learning, driving the continuous improvement of our ML practices and ensuring the team remains at the cutting edge of the field
- Communicate complex technical concepts and project progress effectively to both technical and non-technical stakeholders, ensuring transparency and alignment
- Implement robust testing and validation frameworks to ensure the accuracy, reliability, and scalability of ML models in production
- Encourage and contribute to the team's knowledge sharing, fostering an environment that values innovative thinking and the exploration of new ideas in Machine Learning
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 various 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. Additionally, a shift to the popular SaaS model positions the company to seek further success.
Kirsty
Company Specialist at Welcome to the Jungle
Insights
4% employee growth in 12 months
Company
Company HQ
SoMa, San Francisco, CA
Leadership
Andrew Anagnost
(CEO & President)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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