Machine Learning Engineer
Job Summary
Job Description
As a Machine Learning Engineer at Lytx, you will be part of the Applied Machine Learning Team in India. Your primary responsibilities include developing and deploying DL/ML models to enhance safety for clients. You will be involved in the entire model development cycle, including prototyping, data engineering, model training, and deployment optimization. You will collaborate with developers to ensure system performance, security, and scalability. The role requires a strong understanding of ML concepts and experience with DL frameworks like PyTorch/TF. You will also need to optimize models, and work with AWS services and MLOps tools. You will also contribute to improving the accuracy, throughput, and reducing latency of the models.
Must have:
- 4+ years of experience in DL/ML model development.
- Strong understanding of core ML concepts.
- Hands-on experience with DL frameworks like PyTorch/TF.
- Experience in computer vision problems.
- Ability to work under minimal supervision.
Good to have:
- Familiarity with AWS Services.
- Experience with MLOps tools.
- Experience with SQL or similar DB query language.
- Experience working with large datasets.
- Experience with low-level programming languages like C/C++.
8 skills required
Job Details
Why Lytx?:
As our Machine Learning Engineer, you will join our Applied Machine Learning Team in India, who develops machine learning and computer vision algorithms to monitor and assess the state of drivers and their environments to identify risk and improve safety for our clients. You will contribute to all aspects of the DL/ML model development and deployment cycle to improve the accuracy and throughput at reduced latency to help enhance and differentiate us as the leader in the Video Safety and Telematics industry. If this sounds like you, we encourage you to apply!
What You'll Do:
- End-to-End development of DL/ML models – prototyping, formulation, data engineering, model training, etc.
- Implement, debug, and improvise DL/ML models.
- Develop and optimize cloud/Edge deployment of DL models.
- Optimize DL models – quantization, model pruning, etc.
- Other duties as assigned.
- Bachelor's/MS degree in CS, EE, EC, or related fields
- 4+ years of experience in prototyping a given problem, surveying literature & coming up with a suitable methods & training the models using one of the DL/ML frameworks.
- Strong understanding of core ML concepts, and hands on experience with at least 2 DL frameworks like PyTorch/TF
- Strong analytical & problem-solving skills with fundamental knowledge on relevant math, probability, and algorithms
- Experience in computer vision problems such as detection, classification, and segmentation. Additional experience with non-vision problems is a plus.
- Ability to work under minimal supervision and run structured experiments with end goal in mind.
- Ability to work in collaboration with developers on model implementation to ensure adequate system performance (latency and accuracy), security, scalability, and availability.
- Familiarity with AWS Services (EC2, Sagemaker, DynamoDB, ECR, Lambda etc.) is preferred. Experience with MLOps tools such as SageMaker, Airflow, MLFlow, H2O, etc., is a plus.
- Experience with SQL or similar DB query language.
- Experience working with large dataset / long running / distributed training.
- Experience with any low-level programming language like C/C++ or deeper understanding of system architecture.
- Strong teammate who enjoys working in a collaborative, fast-paced team-focused environment
You go all in no matter what you do, and so do we. At Lytx, we’re powered by cutting-edge technology and Happy People. You want your work to make a positive impact in the world, and that’s what we do. Join our diverse team of hungry, humble and capable people united to make a difference.
Similar Jobs
Qualcomm
San Diego, California, United States (On-Site)
• 6 Days ago
Get notifed when new similar jobs are uploaded
Similar Skill Jobs
NVIDIA
Santa Clara, California, United States (On-Site)
• 4 Months ago
São Paulo, State Of São Paulo, Brazil (On-Site)
• 6 Months ago
Progress carrers
Sofia, Sofia City Province, Bulgaria (Hybrid)
• 3 Weeks ago
Qualcomm
Hyderabad, Telangana, India (On-Site)
• 1 Week ago
Bengaluru, Karnataka, India (On-Site)
• 1 Month ago
Get notifed when new similar jobs are uploaded
Jobs in India
Zscaler
Bengaluru, Karnataka, India (Hybrid)
• 2 Weeks ago
Capgemini
Bengaluru, Karnataka, India (On-Site)
• 1 Week ago
Get notifed when new similar jobs are uploaded
Similar Category Jobs
Looks like we're out of matches
Set up an alert and we'll send you similar jobs the moment they appear!
About The Company
Lytx® is a leading provider of video telematics, analytics, safety and productivity solutions for commercial and public sector fleets. Our unrivaled Driver Safety Program, powered by our best-in-class DriveCam® Event Recorder, is proven to help save lives and reduce risk. We harness the power of video to help clients see what happened in the past, manage their operations more efficiently in the present and improve driver behavior to change the future. Our customizable services and programs span driver safety, risk detection, fleet tracking, compliance and fuel management. Using the world’s largest driving database of its kind, along with proprietary machine vision and artificial intelligence technology, we help protect and connect thousands of fleets and more than one million drivers worldwide.
Get notified when new jobs are added by Lytx
