Highlights
Remote-first flexibility, cutting-edge technology projects, competitive salary, comprehensive growth opportunities.
Description
Job Summary
pWe are seeking a Data Scientist to join our research team, working on cutting-edge projects related to applied artificial intelligence and generative models. This role involves developing RAG pipelines, creating Python libraries for large enterprises, and implementing neural network architectures.
Responsibilities
- Developing RAG pipelines on internal documents.
- Crafting a Python library on AWS services for GenAI.
- Fine-tuning models and working with vector databases.
- Innovating tools to prevent common training issues like overfitting and vanishing gradients.
- Creating visualizations to understand neural network learning processes.
Required Skills
- Proficiency in Python
- Data structures, algorithms, engineering math
- Experience with PyTorch preferred but not mandatory
- Aptitude for open-source contributions
- Bachelor’s degree in Computer Science or related field
Required Skills Explained
- Comfort with Python programming for data manipulation and analysis.
- A strong foundation in algorithms, data structures, and engineering mathematics to handle complex computational tasks.
- Familiarity with PyTorch for deep learning projects is a plus but not mandatory.
- Experience or willingness to contribute to open-source projects, promoting transparency and collaboration within the industry.
- Passion for adhering to best engineering practices, ensuring code quality and maintainability.
- Excellent English language skills for effective communication and documentation.
Who is this for
pThis role suits individuals passionate about AI and machine learning, with a strong background in Python programming. Ideal candidates are self-directed, independent, and committed to delivering innovative solutions.
Why This Job is a Good Opportunity
ulliA chance to work on cutting-edge projects in applied AI and Generative AI, contributing to the future of cloud technology.liFlexibility to work remotely from anywhere while being part of a global team with diverse perspectives.liAn innovative culture that encourages creativity, agility, and personal growth through mentorship opportunities.liA purpose-driven mission aligned with diversity, inclusion, and sustainable practices, making a real impact in the tech industry.liAccess to a supportive and collaborative environment where your ideas are valued and encouraged.
Interview Preparation Tips
- Prepare examples of how you have applied Python in previous projects, especially those involving data manipulation or machine learning.
- Showcase your understanding of algorithms, data structures, and engineering mathematics by discussing relevant case studies or personal projects.
- Discuss any open-source contributions or projects where you have worked on PyTorch or similar frameworks.
- Highlight instances where you demonstrated adherence to best engineering practices in previous roles.
- Practice expressing your thoughts clearly in English, as strong communication skills are essential for this role.
Career Growth in This Role
pAs a Data Scientist at Avahi, you will have ample opportunities for growth and development. You can expect mentorship from senior team members to refine your skills and explore new areas of expertise. The company's commitment to career advancement means that you may have the chance to take on more significant projects or lead teams in the future. Additionally, working on diverse and impactful projects will keep your skills sharp and open doors for learning new technologies.pThe role also offers flexibility to grow within the organization while maintaining a healthy work-life balance. Whether you're interested in becoming a technical leader or exploring management roles, Avahi provides a supportive environment that encourages continuous improvement and innovation.
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Skills
Frequently Asked Questions
What kind of projects will I work on?You’ll develop RAG pipelines, create Python libraries for GenAI, and fine-tune models.
Is remote working possible?Yes, we offer a remote-first flexible work environment.
What’s the career growth like at Avahi?Avahi provides mentorship and opportunities for advancement in your career.
