Senior Research Engineer (Computer Vision and Machine Learning)

Angelswing . (Posted: 3 years ago)

favorite_border
Deadline: Expired 1045 Days ago
payment
Salary

Based On Experience

trending_up
Position

Senior Level

my_location
Locations

nepal (work from home for now)

work_outline
Job Type

Full Time

school
Qualification

Bachelor

card_membership
Experience

More than 5 years

Specification

Minimum Qualifications

  • Master's Degree in Computer Science, Mathematics, or related field with 3+ years of professional experience
  • Bachelor’s Degree in Computer Science, Mathematics, or related field with 5+ years of professional experience
  • 3+ years of experience working with programming languages such as Python and C++
  • Experience with Computer Vision/Image Processing projects using Deep Learning (Including personal projects)
  • Proficiency in Deep Learning Frameworks such as Tensorflow and PyTorch
  • Resilient to failure and able to confront challenging research problems with logical/critical thinking and problem-solving abilities
  • Experience and passion for deep learning and related technologies
  • Excellent communication skills for inter-team collaborations and internal/external communication
  • Should be able to integrate mathematics and computer graphics algorithms
  • Experience building MVPs and knowledge of AWS and GIS

Preferred Qualifications

  • Research experience at Undergraduate/Graduate Research Labs
  • Image Segmentation/Object Dejection project experience with aerial imagery
  • Experience with Large scale mapping, real-time localization, SfM (Structure from Motion), and 3D reconstruction
  • Business level English communication skills (Able to read/write/present ENG Research Papers)

Description

Role and Responsibilities

  • Research and Develop new features for Angelswing's Drone Data Platform
  • Analyze large-scale drone data at construction sites by applying advanced computer vision and deep learning algorithms
  • Research and Develop Mapping and Localization techniques using technologies like drones and sensors (LIDAR, gyroscope, etc)
  • Research and Develop deep learning and computer vision algorithms to improve the productivity and safety of construction sites
  • Communicate across teams (Product, Marketing, Sales, etc) to discover customer demands/needs and apply research outcomes to Angelswing's products
  • Internal and external communication of Research Results in the form of patents, papers, reports, and presentations
  • Engage in the new recruitment process (Resume screening, test review, interview)
  • Supervise and mentor juniors and interns

Recruitment Process

📧 Submit Application

[Angelswing] Nepal Engineering Team Recruiting (@KTM, Dec.20~31 2021)

***Please feel free to reach out at [email protected] if you have any queries. * 👩 1st Interview

💻 Remote Development Test

👦 Final Interview

👂 Reference Check

👏 Join Angelswing!

Tech Stacks

👩‍💻 Business Tools :

  • Confluence, JIRA, G-Suite, Slack

👨‍💻 DevOps :

  • CircleCI, Amazon CloudWatch, Git, GitHub Action, Sentry

🏊‍♂️ Utilities :

  • Amazon S3, Amazon CloudFront/Route 53/SES/Batch/ElasticBeanstalk, AWS RDS, AWS EC2, AWS Lambda, AWS ECS

🤸‍♂️Application and Data :

  • Reactjs, HTML/CSS, Cesium, OpenLayers, Three.js , TypeScript, Redux, RxJS, React, JavaScript
  • Ruby On Rails, Python (Flask), GDAL, Redis, Nginx, PostgreSQL, C++, GeoServer, PostGIS, PDAL, Celery

Angelswing's Talents

🗝 Problem Solver: Those who can well define problems, identify the root cause and nature, and find and implement the optimal solution.

🎓 Life-long Learner: Those who strive to become the best in their field and are self-motivated to learn and grow at all times.

🌏 Empowering the World: Those who want to change the world together by proactively using their abilities and skills.

Skills

#Aws/Ec2 #Critical Thinking #Python #Research #Machine Learning #C++ #Problem Solver #gis #Computer Vision #Deep Learning #Image Processing
Jagirhouse.com is one of the leading online job portal and software company in Nepal. Our primary goal has always been providing recruitment solutions to employers finding, Read more...