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2 Days ago

Staff Machine Learning Engineer

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Bangalore, Karnataka, India
Information Technology
Full-Time
Netradyne

Overview

Netradyne harnesses the power of Computer Vision and Edge Computing to revolutionize the modern-day transportation ecosystem. We are a leader in fleet safety solutions. With growth exceeding 4x year over year, our solution is quickly being recognized as a significant disruptive technology. Our team is growing, and we need forward-thinking, uncompromising, competitive team members to continue to facilitate our growth.

About Netradyne

Founded in 2015, Netradyne is a technology company that leverages expertise in Artificial Intelligence, Deep Learning, and Edge Computing to bring transformational solutions to the transportation industry. Netradyne’s technology is already deployed in thousands of vehicles; and our customers drive everything from passenger cars to semi-trailers on interstates, suburban roads, rural highways—even off-road.

Netradyne is looking for talented engineers to join our Analytics team comprised of graduates from IITs, IISC, Stanford, UIUC, UCSD etc. We build cutting edge AI solutions to enable drivers and fleets realize unsafe driving scenarios in real-time to prevent accidents from happening and reduce fatalities/injuries.

Role And Responsibilities

You will be embedded within a team of machine learning engineers and data scientists, responsible for building and productizing generative AI and deep learning solutions.

You will:

  • Design, develop and deploy production ready scalable solutions that utilizes GenAI, Traditional ML models, Data science and ETL pipelines
  • Collaborate with cross-functional teams to integrate AI-driven solutions into business operations.
  • Build and enhance frameworks for automation, data processing, and model deployment.
  • Utilize Gen-AI tools and workflows to improve the efficiency and effectiveness of AI solutions.
  • Conduct research and stay updated with the latest advancements in generative AI and related technologies.
  • Deliver key product features within cloud analytics.


Requirements:

  • Tech, M. Tech or PhD in computer science, electrical engineering, statistics or math.
  • At least 5 years of working experience in data science, computer vision, or related domain.
  • Proven experience with building and deploying generative AI solutions.
  • Strong programming skills in Python and solid fundamentals in computer science, particularly in algorithms, data structures, and OOP.
  • Experience with Gen-AI tools and workflows.
  • Proficiency in both vision-related AI and data analysis using generative AI.
  • Experience with cloud platforms and deploying models at scale.
  • Experience with transformer architectures and large language models (LLMs).
  • Familiarity with frameworks such as TensorFlow, PyTorch, and Hugging Face.
  • Proven leadership and team management skills.


Desired skills:

  • Working experience with AWS, Azure AI tools is a plus.
  • Technologies such as: Kafka streams, Queues, Rest API systems.
  • Programing language: Python, SQL, C++ (good to have)
  • Tools: Pytorch, FastAPI, MLFlow, Hugging face pipelines, Langgraph, OpenAI
  • Knowledge of best practices in software development, including version control, testing, and continuous integration


We are committed to an inclusive and diverse team. Netradyne is an equal-opportunity employer. We do not discriminate based on race, color, ethnicity, ancestry, national origin, religion, sex, gender, gender identity, gender expression, sexual orientation, age, disability, veteran status, genetic information, marital status, or any legally protected status.

If there is a match between your experiences/skills and the Company's needs, we will contact you directly.

Netradyne is an equal-opportunity employer.

Applicants only - Recruiting agencies do not contact.

Recruitment Fraud Alert!

There has been an increase in fraud that targets job seekers. Scammers may present themselves to job seekers as Netradyne employees or recruiters. Please be aware that Netradyne does not request sensitive personal data from applicants via text/instant message or any unsecured method; does not promise any advance payment for work equipment set-up and does not use recruitment or job-sourcing agencies that charge candidates an advance fee of any kind. Official communication about your application will only come from emails ending in ‘@netradyne.com’ or ‘@us-greenhouse-mail.io’.

Please review and apply to our available job openings at Netradyne.com/company/careers. For more information on avoiding and reporting scams, please visit the Federal Trade Commission's job scams website.
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