Computer Vision Scientist - Machine Learning

at FarmGuide

Computer Vision Scientist - Machine Learning

FarmGuide

Company

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Computer Vision Scientist - Machine Learning

at FarmGuide

Posted by Anupam Arya

0 - 8 yrs

₹7L - ₹14L / yr

Delhi, Gurugram, Noida

Skills

Computer Security

Image processing

OpenCV

Python

Rational ClearCase

SAS GIS

AWS Simple Notification Service (SNS)

Startup

Cloudera

Machine Learning (ML)

Game Design

Data Science

Amazon Web Services (AWS)

FarmGuide is a data driven tech startup aiming towards digitizing the periodic processes in place and bringing information symmetry in agriculture supply chain through transparent, dynamic & interactive software solutions. We, at FarmGuide (https://angel.co/farmguide) help Government in relevant and efficient policy making by ensuring seamless flow of information between stakeholders.Job Description :We are looking for individuals who want to help us design cutting edge scalable products to meet our rapidly growing business. We are building out the data science team and looking to hire across levels.- Solving complex problems in the agri-tech sector, which are long-standing open problems at the national level.- Applying computer vision techniques to satellite imagery to deduce artefacts of interest.- Applying various machine learning techniques to digitize existing physical corpus of knowledge in the sector.Key Responsibilities :- Develop computer vision algorithms for production use on satellite and aerial imagery- Implement models and data pipelines to analyse terabytes of data.- Deploy built models in production environment.- Develop tools to assess algorithm accuracy- Implement algorithms at scale in the commercial cloudSkills Required :- B.Tech/ M.Tech in CS or other related fields such as EE or MCA from IIT/NIT/BITS but not compulsory. - Demonstrable interest in Machine Learning and Computer Vision, such as coursework, open-source contribution, etc.- Experience with digital image processing techniques - Familiarity/Experience with geospatial, planetary, or astronomical datasets is valuable- Experience in writing algorithms to manipulate geospatial data- Hands-on knowledge of GDAL or open-source GIS tools is a plus- Familiarity with cloud systems (AWS/Google Cloud) and cloud infrastructure is a plus- Experience with high performance or large scale computing infrastructure might be helpful- Coding ability in R or Python. - Self-directed team player who thrives in a continually changing environmentWhat is on offer :- High impact role in a young start up with colleagues from IITs and other Tier 1 colleges- Chance to work on the cutting edge of ML (yes, we do train Neural Nets on GPUs) - Lots of freedom in terms of the work you do and how you do it - Flexible timings - Best start-up salary in industry with additional tax benefits

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About FarmGuide

Founded :

2014

Type :

Products & Services

Size :

100-1000

Stage :

Raised funding

About

Farmguide is building a tech enabled tool to build farmer's database collected through field agents and stored in the cloud. This can later be processed to meet the needs of various stakeholders such as banks, input providers, agro commodity players, procurement managers, logistic agro supply chain. The platform also enables farmers to plan crops, take precautionary decisions about weather, pest attacks and connect to markets. Currently in stealth mode

Anupam Arya

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