Senior Data Scientist - AI Engineer (Vision and Speech)

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 to optimize results
• Partner closely with software engineers 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 (. / in CVML or similar field
• A strong track record of shipping products and publications / patents
• Strong experience in 3D Computer Vision algorithms
• Experience with state-of-the-art NLP 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 ( 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 3D graphics and rendering
• 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.Career Level - IC3Job 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 to optimize results
• Partner closely with software engineers 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 (. / in CVML or similar field
• A strong track record of shipping products and publications / patents
• Strong experience in 3D Computer Vision algorithms
• Experience with state-of-the-art NLP 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 ( 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 3D graphics and rendering
• 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.