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Fractal is one of the most prominent players in the Artificial intelligence
space. Fractal's mission is to power every human decision in the enterprise
and brings Al, engineering, and design to help the world's most admire
Fortune 500® companies.
Fractal's products include Qure.ai to assist radiologists in making better
diagnostic decisions, Crux Intelligence to assist CEOs and senior executives
make better tactical and strategic decisions, Theremin.ai to improve
investment decisions, Eugenie.ai to find anomalies in high-velocity data,
Samya.ai to drive next-generation Enterprise Revenue Growth Manage-
ment, Senseforth.ai to automate customer interactions at scale to grow
top-line and bottom-line and Analytics Vidhya is the largest Analytics and
Data Science community offering industry-focused training programs.
Fractal has more than 3600 employees across 16 global locations, including
the United States, UK, Ukraine, India, Singapore, and Australia. Fractal has
consistently been rated as India's best companies to work for, by The Great
Place to Work® Institute, featured as a leader in Customer Analytics Service
Providers Wave™ 2021, Computer Vision Consultancies Wave™ 2020 &
Specialized Insights Service Providers Wave™ 2020 by Forrester Research, a
leader in Analytics & Al Services Specialists Peak Matrix 2021 by Everest
Group and recognized as an "Honorable Vendor" in 2022 Magic Quadrant™
for data & analytics by Gartner. For more information, visit fractal.ai
Job Description: (Senior Data Scientist – Generative AI)
We’re looking for a passionate Senior Data Scientist – Generative AI who thrives at the intersection of AI research & real-world applications. This role is ideal for someone who’s eager to build, experiment & scale LLM-powered solutions in enterprise environments. This role blends hands-on Problem solving, Research, Engineering & collaboration across multidisciplinary team driving innovation across industries/domains.
Responsibilities:
- Design and implement advanced solutions utilizing Large Language Models (LLMs).
- Demonstrate self-driven initiative by taking ownership and creating end-to-end solutions.
- Conduct research and stay informed about the latest developments in generative AI and LLMs.
• Develop and maintain code libraries, tools, and frameworks to support generative AI development. •Participate in code reviews and contribute to maintaining high code quality standards.
- Engage in the entire software development lifecycle, from design and testing to deployment and maintenance.
• Collaborate closely with cross-functional teams to align messaging, contribute to roadmaps, and integrate software into different repositories for core system compatibility. • Possess strong analytical and problem-solving skills.
- Demonstrate excellent communication skills and the ability to work effectively in a team environment.
Responsibilities:
- Design and implement advanced solutions utilizing Large Language Models (LLMs).
- Demonstrate self-driven initiative by taking ownership and creating end-to-end solutions.
- Conduct research and stay informed about the latest developments in generative AI and LLMs.
- Develop and maintain code libraries, tools, and frameworks to support generative AI development.
- Participate in code reviews and contribute to maintaining high code quality standards.
- Engage in the entire software development lifecycle, from design and testing to deployment and maintenance.
- Collaborate closely with cross-functional teams to align messaging, contribute to roadmaps, and integrate software into different repositories for core system compatibility.
• Possess strong analytical and problem-solving skills. • Demonstrate excellent communication skills and the ability to work effectively in a team environment.
Primary Skills:
- Natural Language Processing (NLP): Hands-on experience in use case classification, topic modeling, Q&A and chatbots, search, Document AI, summarization, and content generation. AND/OR
• Computer Vision and Audio: Hands-on experience in image classification, object detection, segmentation, image generation, audio, and video analysis. •Generative AI: o Proficiency with SaaS LLMs, including Lang chain, llama index, vector databases, Prompt engineering (COT, TOT, ReAct, agents).
Experience with Azure OpenAI, Google Vertex AI, AWS Bedrock for text/audio/image/video modalities. o Familiarity with Open-source LLMs, including tools like TensorFlow/Pytorch and huggingface.
Techniques such as quantization, LLM finetuning using PEFT, RLHF, data annotation workflow, and GPU utilization. • Cloud: Hands-on experience with cloud platforms such as Azure, AWS, and GCP. Cloud certification is preferred.
- Application Development: Proficiency in Python, Docker, FastAPI/Django/Flask, and Git
If you like wild growth and working with happy, enthusiastic over-achievers, you'll enjoy your career with us!
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