Senior Data Scientist
3 weeks ago
We are seeking a Data Scientist with a passion for AI and machine learning, particularly in the domain of automatic post-production evaluation of generative AI. The ideal candidate will be instrumental in developing our observability platform, utilizing EvalAI for benchmarking AI models and leveraging production data for continuous training. Additionally, a fundamental understanding of Retrieval-Augmented Generation (RAGs) and AI agents is essential for success in this role.
Responsibilities
- Design and implement observability solutions for generative AI models, focusing on automatic post-production evaluation.- Apply knowledge of RAGs and AI agents to enhance model understanding and performance.- Prototype solutions rapidly, with an eye towards scalability and real-world applicability, moving beyond theoretical knowledge to hands-on implementation.- Collaborate with cross-functional teams to integrate AI model improvements based on insights from production data.- Stay abreast of the latest developments in AI and machine learning, continuously improving our processes and technologies.
Qualifications
- Master’s degree or higher or equivalent experience in Computer Science, Data Science, AI, or related fields.- Proven experience in AI/ML, particularly with generative models, model evaluation, and monitoring.- Familiarity with EvalAI or similar platforms for AI model benchmarking and evaluation.- Basic knowledge of Retrieval-Augmented Generation (RAGs) and AI agents.- Strong proficiency in programming languages such as Python and frameworks/libraries like TensorFlow, PyTorch.- Demonstrated ability to prototype quickly, keeping scalability and practical application in mind.- Hands-on experience in developing and implementing AI models, not limited to theoretical knowledge.- Excellent problem-solving, analytical, and communication skills.
Benefits
- Cutting-Edge Technology: Engage with the latest advancements in AI, working on projects that push the boundaries of what's possible in post-production AI evaluation.- Exceptional Talent: Collaborate with some of the brightest minds in the field, fostering a culture of innovation and shared success.- Competitive Compensation: Receive industry-leading remuneration for your contributions to our pioneering projects.- Comprehensive Health Benefits: Enjoy a full suite of health benefits designed to ensure the well-being of you and your loved ones.- Generous ESOPs: Benefit from attractive Employee Stock Ownership Plans (ESOPs) that let you share in the company's success.- Flexible Work Hours: Embrace work-life balance with flexible working hours that adapt to your personal needs and lifestyle.- Remote Work Opportunities: Take advantage of the flexibility to work from anywhere in the world, connecting with a global team.- Continuous Learning and Development: Grow your skills and career with access to professional development opportunities, including workshops, courses, and conferences.- Diverse and Inclusive Environment: Thrive in a culture that values diversity and inclusivity, where every voice is heard and respected.- Innovative Work Environment: Work in an environment that encourages creativity and out-of-the-box thinking to solve complex challenges.
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