Soma Capital Portfolio Jobs

Deep Learning Engineer (On-site)

Flux Auto

Flux Auto

Bangalore Urban, Karnataka, India
Posted on Friday, June 30, 2023

About Us:

Flux Auto builds autonomous vehicle technology for commercial and industrial
applications.

Flux Auto was founded in 2017 with the goal of democratizing autonomous vehicle
technology and bringing its benefits to vehicles - new and old - around the world. We
develop various hardware and software technologies to make vehicles move and
operate autonomously. Every day our engineers are working to solve new and unique
challenges for our clients in India and North America.

We are a multidisciplinary team solving some of the most challenging problems in
autonomous technology and robotics. Join us in our journey to democratize autonomous
mobility!

Experience required: 2 – 3 years

About the role:

Looking for an engineer to apply Deep Learning algorithms to implement and improve
perception algorithms related to Autonomous vehicles. The position requires you to work on the full life-cycle of Deep learning development including data collection, feature engineering, model training, and testing. One will have the opportunity to implement a state-of-the-art Deep learning algorithm and apply it to real end-to-end production. You will be working with the team and team lead on challenging Deep Learning projects to deliver product quality improvements.

Responsibilities:

• Build new deep learning models for real-time detection and tracking of objects

• Find new ways to apply deep learning to predict the future behavior of other road
users

• Creatively and collaboratively build new deep learning models that can predict the
future behavior of other road users in real-time

• Develop efficient Deep Learning architectures that can run in real-time

Requirements:

• Languages: Python, C++

• Frameworks: Tensorflow, Pytorch, ONNX, and Keras

• Good understanding of Linux and version control (Git, GitHub)

• Skilled with software design, development, and bug-fixing

• Experienced with OpenCV, Deep Learning to solve images domain problems

Good to Have:

• Frameworks: Caffee, TensorRT

• OpenCV projects, Deep Learning projects

• Experience with deploying Deep Learning models for real-time applications

• Experience with a wide variety of Deep Learning Models (e.g. LSTM, RNN, CNN,
GAN, etc.)

Benefits:

• Health Insurance

• Employee Stock Options

• Work from Home

• Flexible work hours

• Monthly Team outings and events

• Budget for up-skilling

• Flexible vacation

Equal Opportunity Employer:

Flux Auto's employment decisions are made without regard to race, color, religion,
national origin, gender, sexual orientation, age, gender identity, genetic factors,
military/veteran status or other characteristics protected by law.

Vaccination Requirements:

Flux Auto is implementing new requirements for employees to be fully vaccinated from
COVID-19.

For more information, contact us at [email hidden] or +91 99161 33533

Apply Now!