Maneva is pioneering the development of AI systems for manufacturing operations leveraging vision and production data to reduce downtime enhance quality and improve worker safety through actionable automation on the factory floor. As a contractor ML Engineer / Research Engineer you will play a key role in advancing our research and engineering efforts collaborating closely with a lead researcher and interfacing with robotics engineers to deliver impactful solutions for industrial automation.
Key responsibilities include:
Collaborate with a lead researcher on modeling decisions structured experiments and paper development
Implement and maintain policy training code for methods such as ACT Diffusion Policy Pi0 fine-tuning/OpenPi and relevant baselines
Independently read and implement new methods from recent papers
Run ablation sweeps generate comparison tables/plots and analyze experimental results
Maintain an evaluation harness to ensure reproducibility across runs
Conduct literature sweeps and organize related-work documentation
Draft and iterate on methods experiments and related-work sections for technical writing
Review training code from robotics engineers as needed
Requirements
Required Qualifications:
MS PhD in Machine Learning Robotics Computer Science or a closely related field
25 years of industry experience as an ML engineer
At least one first- or co-author paper published at a credible ML or robotics venue (e.g. CoRL RSS ICRA NeurIPS ICML ICLR)
Strong proficiency with PyTorch and distributed training for ML models
Hands-on experience with imitation learning reinforcement learning or vision-language-action (VLA) methods for sequential decision-making
Proficiency with Docker for reproducible ML and research workflows
Ability to design and structure ablation studies for ML experiments
Ability to read recent ML/robotics papers and implement methods independently
Experience collaborating with cross-disciplinary teams in industrial automation
Benefits
Why Join Maneva
Work with cutting-edge Vision AI & IoT solutionsthat powerautonomous manufacturing robotics and industrial automation.
Opportunity to leadin a fast-growing AI companydrivingreal-world impact in industrial AI adoption.
Collaborate with world-class engineers & AI expertsin a dynamic innovation-driven environment.
Important Notice: Protecting Your Personal Information
We are committed to ensuring the security and privacy of all applicants. Please be aware that our company will never ask for sensitive personal information via email phone call or text message. We also do not require payment from applicants for any part of the hiring process.
If you are contacted by someone claiming to represent our company and asking for such information please do not respond. Instead report the incident to us immediately at
Required Experience:
Contract
DescriptionManeva is pioneering the development of AI systems for manufacturing operations leveraging vision and production data to reduce downtime enhance quality and improve worker safety through actionable automation on the factory floor. As a contractor ML Engineer / Research Engineer you will p...
Description
Maneva is pioneering the development of AI systems for manufacturing operations leveraging vision and production data to reduce downtime enhance quality and improve worker safety through actionable automation on the factory floor. As a contractor ML Engineer / Research Engineer you will play a key role in advancing our research and engineering efforts collaborating closely with a lead researcher and interfacing with robotics engineers to deliver impactful solutions for industrial automation.
Key responsibilities include:
Collaborate with a lead researcher on modeling decisions structured experiments and paper development
Implement and maintain policy training code for methods such as ACT Diffusion Policy Pi0 fine-tuning/OpenPi and relevant baselines
Independently read and implement new methods from recent papers
Run ablation sweeps generate comparison tables/plots and analyze experimental results
Maintain an evaluation harness to ensure reproducibility across runs
Conduct literature sweeps and organize related-work documentation
Draft and iterate on methods experiments and related-work sections for technical writing
Review training code from robotics engineers as needed
Requirements
Required Qualifications:
MS PhD in Machine Learning Robotics Computer Science or a closely related field
25 years of industry experience as an ML engineer
At least one first- or co-author paper published at a credible ML or robotics venue (e.g. CoRL RSS ICRA NeurIPS ICML ICLR)
Strong proficiency with PyTorch and distributed training for ML models
Hands-on experience with imitation learning reinforcement learning or vision-language-action (VLA) methods for sequential decision-making
Proficiency with Docker for reproducible ML and research workflows
Ability to design and structure ablation studies for ML experiments
Ability to read recent ML/robotics papers and implement methods independently
Experience collaborating with cross-disciplinary teams in industrial automation
Benefits
Why Join Maneva
Work with cutting-edge Vision AI & IoT solutionsthat powerautonomous manufacturing robotics and industrial automation.
Opportunity to leadin a fast-growing AI companydrivingreal-world impact in industrial AI adoption.
Collaborate with world-class engineers & AI expertsin a dynamic innovation-driven environment.
Important Notice: Protecting Your Personal Information
We are committed to ensuring the security and privacy of all applicants. Please be aware that our company will never ask for sensitive personal information via email phone call or text message. We also do not require payment from applicants for any part of the hiring process.
If you are contacted by someone claiming to represent our company and asking for such information please do not respond. Instead report the incident to us immediately at