Upload Button Icon Add office photos

iMerit

Compare button icon Compare button icon Compare
filter salaries All Filters

9 iMerit Jobs

iMerit - Machine Learning Engineer - Python/C++ (3-6 yrs)

3-6 years

iMerit - Machine Learning Engineer - Python/C++ (3-6 yrs)

iMerit

posted 1mon ago

Job Role Insights

Flexible timing

Job Description

We are seeking highly skilled and experienced Machine Learning engineers to join our team and revolutionize how autonomous vehicles perceive the world.

You will play a critical role in developing cutting-edge algorithms and ML models to automate data annotation and processing, enabling the creation of robust and reliable perception systems for autonomous vehicles.

Your expertise in 3D point cloud processing and multi-sensor fusion will be essential in building high-performance models that can accurately understand complex driving environments.

Responsibilities :

- Design, develop, and implement ML algorithms for automated annotation and classification of LiDAR, radar, and camera data for autonomous driving applications.

- Process and analyze large-scale 3D point cloud data from LiDAR and other sensors, extracting meaningful features for object detection, tracking, and scene understanding.

- Develop and implement sensor fusion techniques to combine data from multiple sensors (e.g, cameras, LiDAR, radar) and create a comprehensive and accurate representation of the environment.

- Train and evaluate deep learning models for object detection, segmentation, tracking, and classification in diverse driving scenarios, including urban environments and highways.

- Develop and integrate ML model training pipelines with tools for ML observability and continuous training to ensure model performance and reliability.

- Research and implement embedding techniques to efficiently represent and search 3D point cloud data for object recognition and scene analysis.

- Optimize ML model performance for real-time processing and deployment on resource-constrained systems.

- Collaborate closely with our engineering team to integrate the models into the product lineup, ensuring seamless deployment.

Qualifications :

- Master's or Ph. degree in Computer Science, Robotics, or a related field.

- 3+ years of proven experience in developing and deploying machine learning models for autonomous vehicles, robotics, or related applications.

- Strong understanding of 3D point cloud processing techniques and experience with relevant libraries (e.g, PCL, Open3D).

- Expertise in deep learning frameworks such as TensorFlow or PyTorch and computer vision libraries like OpenCV.

- Proficiency in Python and C++.

- Experience with cloud computing platforms (e.g, AWS, GCP).

- Experience with GPU optimization techniques.

- Excellent communication, problem-solving, and teamwork skills.

Bonus Points :

- Experience with sensor fusion algorithms and Kalman filtering.

- Experience with fine-tuning Large Vision Models.

- Experience with embedding techniques and vector search algorithms for large-scale data analysis.

- Familiarity with the autonomous vehicle software stack and/or ROS (Robot Operating System).

- Contributions to open-source projects or publications in relevant conferences or journals.

- Experience with data annotation tools and workflows.


Functional Areas: Other

Read full job description

Prepare for Machine Learning Engineer roles with real interview advice

Top iMerit Machine Learning Engineer Interview Questions

Q1. How we secure ur data through data security?
Q2. Explain the work of data solutions and data security
Q3. What is the tools of annotations
View all 41 questions

What people at iMerit are saying

Machine Learning Engineer salary at iMerit

reported by 4 employees
₹5 L/yr - ₹5.7 L/yr
49% less than the average Machine Learning Engineer Salary in India
View more details

What iMerit employees are saying about work life

based on 1k employees
68%
47%
69%
83%
Flexible timing
Alternate Saturday off
No travel
Day Shift
View more insights

iMerit Benefits

Work From Home
Job Training
Free Transport
Soft Skill Training
Health Insurance
Cafeteria +6 more
View more benefits

Compare iMerit with

TCS

3.7
Compare

Wipro

3.7
Compare

Infosys

3.6
Compare

HCLTech

3.5
Compare

Tech Mahindra

3.5
Compare

Cognizant

3.8
Compare

Accenture

3.8
Compare

Capgemini

3.7
Compare

Genpact

3.8
Compare

Mphasis

3.4
Compare

Synechron

3.5
Compare

CMS IT Services

3.1
Compare

Zensar Technologies

3.7
Compare

Capita

3.6
Compare

VVDN Technologies

3.6
Compare

Movate

3.3
Compare

Datamatics Global Services

3.5
Compare

Cybage

3.8
Compare

RMSI

3.6
Compare

Sopra Steria

3.8
Compare

Similar Jobs for you

Machine Learning Engineer at Astria Digital Pvt.Ltd

3-5 Yrs

₹ 15-25 LPA

Machine Learning Engineer at Whitepanda

3-6 Yrs

₹ 12-15 LPA

Machine Learning Engineer at JTek Software Solutions Pvt Ltd

3-6 Yrs

₹ 15-25 LPA

Learning Lead at Golden Hills Capital

2-4 Yrs

₹ 6-16 LPA

Machine Learning Engineer at AuxoAI

3-6 Yrs

₹ 11-25 LPA

Machine Learning Engineer at Lytx, Inc

4-6 Yrs

₹ 12-18 LPA

Machine Learning Engineer at Varite

6-8 Yrs

₹ 19-21 LPA

Machine Learning Engineer at Appizion Consulting & Solutions

3-5 Yrs

₹ 12-15 LPA

Machine Learning Engineer at Feathersoft Info Solutions Private Limited

0-4 Yrs

₹ 8-12 LPA

Machine Learning Engineer at Justdial

5-6 Yrs

₹ 15-25 LPA

iMerit Kol Office Locations

View all
Kol Office
Plot No. J4, 4th Floor, Vishnu Chambers, GP Block, Sector V, Bidhannagar, Kolkata, West Bengal 700091, India Kol
View on map
Kol Office
144, Kulpi Rd, Khodar Bazar Uttarpara, Kolkata, West Bengal 700144, India Kol
View on map
write
Share an Interview