Oracle

Data Scientist - AI Engineer

Posted On

Aug. 12, 2024

Location

Bengaluru, Karnataka

Experience Level

Professional

Job Type

Permanent

Apply By

Feb. 8, 2025

Job Description

Job description • We are Technology company building new products to solve industries problems specifically in Construction & utilities. Our mission is to enhance customer experience, streamline operations, and drive growth. • We're seeking a highly skilled Senior Machine Learning Engineer to join our passionate team and contribute to the development of cutting-edge CV & speech models, leveraging advanced techniques. • As a Senior Machine Learning Engineer specializing in Conversational AI, you will play a pivotal role in architecting, developing, and deploying state-of-the-art models to power our conversational AI product suite. • You will collaborate closely with cross-functional teams including product managers, software engineers, and data scientists to ensure the seamless integration of machine learning capabilities into our solutions.

Responsibilities �� In this role, you will join a team of computer vision and machine learning engineers to discover and build solutions to previously-unsolved challenges and push the state of the art for global audience • You will collaborate with cross-functional teams of business SMEs, engineers, data scientists, designers, and researchers, have deep expertise in both practical and theoretical aspects of 3D Computer Vision algorithms • This includes proficiency in generative models, 3D reconstruction, multi-modal models, pose estimation, or tracking • This role is exceptionally technical, and will require you to actively engage in all aspects of the work, from conceptualization and theoretical considerations to design, coding, and implementation • You’ll be working in a team of computer vision and machine learning engineers to prototype and ship world class algorithms that pushes the state of the art • Turn prototypes into automation pipelines and deploying them to production • Deciding when to use out-of-the-box solutions vs. building custom solutions and utilizing both • Ongoing data analysis to build new or fine-tune existing CV models & classes to optimize results • Labeling (using automatic techniques) and fine tuning newly acquired data and existing models for optimized performance. • Using semantic search, summarization & embedding for LLM/RAG powered applications. • Partner closely with other data scientists to implement these models in our production environment to enable product features for worldwide audience • Communicate results of analyses to business partners and executives • Maintain expertise in the latest advancements in AI technology • Partner with your team members to prepare presentations, papers, and patents for your inventions Qualifications • 5+ years building NLP/AI software professionally and successfully releasing to customers • 5+ years of industry experience in CVML and an advanced degree (Ph.D./M.S) in Data Science or similar field • A strong track record of shipping products and publications / patents • Strong experience in Computer Vision algorithms • Experience with state-of-the-art NLP/NLU algorithms and AI models, Multi-modal LLMs, Multi-modal contrastive learning, Foundation models, Diffusion based models • Experience in machine learning, preferably in 2D & 3D computer vision applications • Solid foundation in 3D geometry and linear algebra • Strong understanding of Python, and related machine learning tools (e.g TensorFlow, PyTorch, NLTK, spaCy,Keras) �� Experience with a variety of systems, such as image recognition, machine learning, Edge AI, networking and communication, deeplearning, artificial intelligence, advanced computing, image annotation, data science, and image/video segmentation. • Experience with human factors, especially eye tracking and human input interaction • Experience in Generative AI for faster & optimized AI application processing. • Excellent presentation, written and verbal communication, engagement and interpersonal skills along with validated skills in building great design �� Experience with OCI/AWS and related services is desirable.

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