Deep Learning Engineer

2 weeks ago

Bengaluru, India Antal International Full time

Role Overview:

As a Senior Deep Learning Engineer, you will be responsible for designing, developing, and

deploying advanced deep learning models and algorithms for computer vision, natural language

processing (NLP), and virtual product placement applications in recorded video. This includes

integrating 2D and 3D virtual products into video content dynamically. You will work closely with

cross-functional teams to identify business opportunities and deliver tailored AI solutions that

align with innovative vision.

Key Responsibilities:

● Develop and optimize deep learning models for computer vision tasks , with a focus on

virtual product placement in recorded video content . This includes seamlessly integrating

2D and 3D virtual products into video frames.

● Work on NLP models to enhance contextual understanding and interaction with media

content.

● Collaborate with data scientists, software engineers, and business teams to develop and

implement AI-driven solutions that address key challenges in virtual product placement

for video content.

● Design scalable and efficient pipelines for model training, evaluation, and deployment,

specifically for 2D and 3D product placements in video.

● Utilize state-of-the-art techniques in machine learning and deep learning to enhance the

realism and accuracy of virtual product placement in digital media.

● Analyze large-scale video datasets to extract actionable insights, refine models, and

ensure continuous improvement in virtual product placement accuracy and user

engagement.

● Work closely with external stakeholders to ensure deep learning solutions align with

business objectives, especially the enhancement of virtual product placement for

targeted audiences.

● Stay up-to-date with the latest advancements in AI/ML and propose their integration into

the company’s solutions, including 2D/3D virtual product placement technology.

Qualifications and Experience:

● Master’s in Computer Science, Artificial Intelligence, Machine Learning, or related fields.

● 4+ years of experience in developing and deploying deep learning models, with a strong

focus on computer vision (including 2D/3D video processing) and NLP applications.

● Strong programming skills in Python and experience with deep learning frameworks like

TensorFlow, Keras, or PyTorch.

● Expertise in computer vision techniques such as object detection, image classification,

segmentation, and specifically virtual product placement (2D/3D) in video.

● Proven experience working with NLP technologies (e.g., transformers, language

modeling).

● Familiarity with cloud platforms (e.g., AWS, Azure, or GCP) for deploying machine

learning solutions.

● Strong problem-solving skills and the ability to work independently or within a team.

● Excellent communication and collaboration skills to work effectively with cross-functional

teams.

Preferred Skills:

● Experience with MLOps and deploying models at scale.

● Knowledge of edge computing for AI applications.

● Familiarity with virtual product placement technology, including integrating 2D/3D

products into video.

● Familiarity with audience context and behavior analysis solutions.

Why Join Us?

● Opportunity to work on impactful AI-driven projects with global teams.

● Be part of a company that values innovation and collaboration.

● Work in a dynamic and supportive environment in the heart of Bangalore, India.

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