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Machine Learning Engineer - Computer Vision

Job Description

  • Chennai

About Zocket:

Founded in 2021, Zocket leverages GenAI to enable businesses to effortlessly create and launch ads in seconds. With Zocket, businesses can manage ads across channels like Facebook, Instagram, Google and WhatsApp in a single platform. 

Zocket's proprietary world-class tech stack is built with cutting edge Machine learning and Artificial intelligence capabilities. Zocket is founded by IIM Grad second time entrepreneurs and has raised $3.5 million to date from marquee investors including Kalaari capital. 

Zocket's mission is to transform how businesses leverage digital marketing to acquire new customers and grow their business. Zocket's primary markets are USA, Canada and India. 

Zocket is proud to be building for the Globe from India . 

Check out More Details Below -

What We Do 👩‍💻 - Zocket

How We Do 🎮 - Zocket Playbook

Here are some benefits of joining us and being a Zocketeer:

  • Innovative Environment: Zocket fosters a culture of innovation, where employees are encouraged to think creatively and push the boundaries of what's possible. You'll have the opportunity to work with cutting-edge technologies and contribute to groundbreaking projects.
  • Career Development: We believe in investing in our employees' growth and development. At Zocket, you'll have access to ongoing training, mentorship programs, and opportunities for advancement, allowing you to continually expand your skills and progress in your career.
  • Collaborative Culture: Collaboration is at the heart of everything we do. You'll be part of a diverse and inclusive team that values teamwork, communication, and mutual support. Working together, we achieve more and create a positive impact on our projects and our community.
  • Impactful Work: Joining Zocket means being part of something meaningful. Our products and solutions have a real impact on people's lives, empowering businesses to reach their goals and make a difference in the world. You'll have the opportunity to work on projects that matter and contribute to positive change.
  • Competitive Compensation: We believe in rewarding our employees for their hard work and dedication. At Zocket, you'll receive competitive compensation packages, including salary, ESOPS and benefits, ensuring that your contributions are recognized and valued.
  • Fun and Supportive Environment: We believe that work should be enjoyable. At Zocket, you'll be part of a fun and supportive workplace culture where laughter, collaboration, and camaraderie are encouraged. From team outings to social events, there are plenty of opportunities to connect with your colleagues and have a great time.

Job Responsibilities:

  • Design, develop, and implement cutting-edge machine learning models and algorithms for Generative AI and Computer Vision applications, focusing on areas such as image generation, visual transformers, and segmentation.
  • Conduct in-depth research and experimentation to explore novel techniques in deep learning and generative models (e.g., ViT, HQSam, SD, ControlNet) to generate realistic and diverse visual content.
  • Utilize computer vision techniques, including object detection, segmentation, and tracking to develop robust and accurate models for various applications.
  • Work closely with data scientists, software engineers, and domain experts to gather requirements, understand business needs, and design solutions that leverage generative AI and computer vision effectively.
  • Preprocess and analyze large-scale datasets, ensuring data quality, applying data augmentation techniques, and implementing appropriate feature engineering strategies.
  • Optimize and fine-tune machine learning models to improve performance, efficiency, and scalability, utilizing techniques such as model compression, pruning, and quantization.
  • Evaluate and benchmark different machine learning frameworks, libraries, and tools to identify the most suitable options for specific generative AI and computer vision projects.
  • Stay up-to-date with the latest advancements in machine learning, generative AI, and computer vision, actively participating in conferences, workshops, and research forums.
  • Collaborate with the team to publish research findings, methodologies, and technical papers, contributing to the machine learning community and enhancing our company's reputation.
  • Document research experiments, methodologies, and technical specifications, ensuring knowledge transfer and reproducibility of results.
  • Participate in code reviews, provide constructive feedback, and promote best practices in software development and machine learning engineering.

Skills required:

  • 3+ years of relevant work experience and bachelor's, Master's, or PhD degree in Computer Science, Engineering, Mathematics, or a related field, with a strong focus on machine learning, computer vision, or artificial intelligence.
  • Extensive experience in developing and deploying machine learning models for Generative AI and Computer Vision applications.
  • Proficiency in Python programming language and solid familiarity with frameworks and libraries such as TensorFlow, PyTorch, Keras, and OpenCV.
  • Deep understanding of deep learning architectures and generative models, including SD, ViT, SAM, ControlNet and their variants.
  • Strong knowledge of computer vision techniques, including object detection, segmentation, tracking, and image synthesis.
  • Proven experience in large-scale data processing, preprocessing, and feature engineering, with an emphasis on handling diverse and unstructured visual data.
  • Strong analytical and problem-solving skills, with the ability to explore and experiment with innovative solutions for complex generative AI and computer vision challenges.
  • Excellent communication and collaboration skills, with the ability to work effectively in cross-functional teams.
  • Solid understanding of software engineering best practices, version control systems (e.g., Git), and agile development methodologies.
  • Demonstrated research experience, publications, or contributions to the machine learning community are highly desirable.

Join our dynamic and forward-thinking team, where you will have the opportunity to apply your advanced technical skills in Generative AI and Computer Vision to revolutionize our industry. If you are passionate about pushing the boundaries of artificial intelligence and creating impactful solutions, we would love to hear from you.

Skills

  • Generative AI
  • OpenCV
  • Data Scientists
  • Software Engineering
  • ML
  • TensorFlow
  • Python

Education

  • Master's Degree
  • Bachelor's Degree

Job Information

Job Posted Date

May 09, 2024

Experience

3 to 7 Years

Compensation (Annual in Lacs)

₹ Market Standard

Work Type

Permanent

Type Of Work

8 hour shift

Category

Information Technology

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