Reinforcement learning – Who Needs Engineers https://whoneedsengineers.com/wne_live Software Engineering Recruitment Mon, 14 Oct 2024 10:00:02 +0000 en-US hourly 1 https://wordpress.org/?v=6.6.2 https://whoneedsengineers.com/wne_live/wp-content/uploads/2023/06/cropped-wne_logo-3-32x32.png Reinforcement learning – Who Needs Engineers https://whoneedsengineers.com/wne_live 32 32 AI Engineer & Researcher – Post-training https://whoneedsengineers.com/jobs/emerging-technologies-and-specialized-roles/ai-engineer-researcher-post-training/ Mon, 14 Oct 2024 10:00:02 +0000 https://whoneedsengineers.com/wne_live/jobs/jobs-categories/ai-engineer-researcher-post-training/ AI Engineer & Researcher – Post-training

Job Description:

    Join a dynamic and innovative team dedicated to advancing artificial intelligence systems capable of understanding complex concepts and contributing to humanity's quest for knowledge. As an AI Engineer & Researcher, you will play a critical role in designing and implementing evaluations for new capabilities, as well as enhancing existing methods for data generation. You will engage in experimentation with cutting-edge fine-tuning and reinforcement learning techniques, optimizing the quality of training data to elevate evaluation metrics. This is a unique opportunity to bring forth innovative ideas that support our mission of developing AI technologies that truly comprehend the universe and generate novel insights.

IT Languages:

  • Python
  • JAX
  • Rust

As an AI Engineer & Researcher, your responsibilities will include a range of critical tasks that contribute to the advancement of our AI systems.:

    Designing and implementing evaluations for new AI capabilities;; Creating and refining human and synthetic data generation methodologies;; Experimenting with advanced fine-tuning and reinforcement learning techniques;; Optimizing training data quality and mixture to enhance evaluation outcomes;; Innovating new concepts that align with our mission of developing AI technologies

Spoken Languages:

  • English

Skillset:

  • Machine Learning
  • Data Generation
  • Reinforcement Learning
  • Fine-tuning Models

Soft Skills:

  • Strong communication skills
  • Ability to work collaboratively in a team
  • High level of curiosity and initiative
  • Effective prioritization and work ethic

Qualifications:

  • Expertise in machine learning and fine-tuning large language models
  • Experience with large-scale machine learning systems
  • Ability to analyze machine learning model behavior in relation to data quality
  • Familiarity with current prompting and inference-time search methodologies

Years of Experience:

    5

Location:

    Palo Alto, CA, United States

Job Benefits:

  • Flexible working hours
  • Opportunities for professional development
  • Collaborative and innovative work environment
  • Competitive salary and benefits package

Working Conditions:

    Full Time

Employment Type:

    Permanent Contract

Company Culture:

  • Our culture emphasizes engineering excellence, individual initiative, and a flat organizational structure where all voices matter. We value hands-on contributions and encourage team members to explore various areas of expertise. Strong communication and collaboration are core to our success.

Opportunities For Advancement:

  • Career growth through challenging projects, Leadership opportunities based on initiative, Continuous learning and professional development

Visa Sponsorship:

    Available
]]> Intern Research Robot Learning https://whoneedsengineers.com/jobs/emerging-technologies-and-specialized-roles/intern-research-robot-learning/ Mon, 23 Sep 2024 03:20:03 +0000 https://whoneedsengineers.com/wne_live/jobs/jobs-categories/intern-research-robot-learning/ Intern Research Robot Learning

Job Description:

    Join a dynamic and innovative team at the forefront of digital transformation, robotics, and artificial intelligence at the BMW Group. This internship offers a unique opportunity to delve into the exciting realm of robot learning and autonomy. You will engage in cutting-edge research aimed at advancing the next generation of robots in our production plants. These robots are designed to enhance autonomy and flexibility, thereby improving scalability and the automation of intricate processes. As an intern, you will actively participate in the development and implementation of algorithms for robot learning, focusing on techniques such as learning by demonstration and large behavior models. You will evaluate these algorithms on actual robotic manipulators in our lab, contributing to groundbreaking innovation projects in the field of industrial robotics. The experience will not only allow you to work closely with a motivated team in a fast-paced environment but also provide the chance to contribute to scientific publications for international conferences or journals.

IT Languages:

  • Python
  • ROS

As an intern, your responsibilities will encompass a range of tasks focused on robot learning and autonomy.:

    Conduct research in robot learning with emphasis on learning by demonstration;; Develop and implement algorithms for robot learning;; Evaluate algorithms on real robotic manipulators in the lab;; Contribute to innovation projects within industrial robotics;; Assist in creating publications for international conferences or journals

Spoken Languages:

  • English;; German

Skillset:

  • Reinforcement learning
  • Learning by demonstration
  • Deep learning
  • Imitation learning
  • Robot task planning
  • Markov Decision Processes

Soft Skills:

  • Team player
  • Strong communication skills
  • Problem-solving mindset
  • Adaptability
  • Creativity

Qualifications:

  • Graduate or master’s degree in robotics, computer science, electrical engineering, or a related field
  • Experience in research environments, such as university labs
  • Familiarity with real or simulated robotic manipulators
  • Prior contributions to scientific publications are advantageous

Years of Experience:

    1

Location:

    Munich, Bavaria, Germany, EU

Job Benefits:

  • Comprehensive mentoring and onboarding
  • Personal and professional development opportunities
  • Flexible working hours
  • Digital offers and mobile working options
  • Attractive remuneration
  • Accommodation offers for students (subject to availability)

Working Conditions:

    Full Time

Employment Type:

    Internship

Company Culture:

  • The BMW Group fosters a culture of diversity and inclusion, valuing each team member's unique contributions. We believe that equal opportunities are essential for the success of our teams, and we are committed to treating all applicants and employees fairly based on their talents and skills.

Opportunities For Advancement:

  • Potential for future employment opportunities, Networking with industry professionals, Participation in innovative projects

Visa Sponsorship:

    Available
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