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C++Position: Computer Vision Engineer
Experience: 2–3 Years
Location: Bengaluru, Karnataka
Employment Type: Full-time
About the Role
We are seeking a highly motivated Computer Vision Engineer to join our autonomy and avionics team. The role involves developing, implementing, and validating computer vision models and algorithms and pipelines for UAVs operating in both GNSS-available and GNSS-denied environments.
The ideal candidate should have a strong foundation in theory of deep learning and machine learning, strong understanding of electromagnetic spectrum, imaging fundamentals, camera principles, and mathematical concepts with hands-on experience in implementing these algorithms on embedded or real-time systems.
Key Responsibilities
- Design, develop, and optimise AI Models
- Make custom CNNs/ modify existing CNNs to suit specific problems at hand
- Handle end-to-end training flow
- Implement end to end inference pipelines on standard PCs as well as on embedded systems
- Understand performance benchmarks and assess the accuracy and inference times
- Implement traditional image processing algorithms
- Factor the code to leverage underlying hardware architecture
- Prune the networks for efficiency
- Integrate the system within the application framework using C++
- Work closely with perception, controls, embedded software, and systems engineering teams.
Required Qualifications
- B.E./B.Tech/M.E./M.Tech in Computer Science and Engineering, Electronics, ECE, Mechatronics, or a related discipline.
- 2–3 years of experience in relevant area
- Strong understanding of: Linear Algebra, Probability and Statistics, AI-ML-DL fundamentals, Image processing, Camera Functioning
- Strong programming skills in C++ and Python.
- Experience with MATLAB for algorithm development and validation.
- Familiarity with Linux development environments.
- Experience with Git version control.
Preferred Skills
- Experience with Camera, IMU Calibration and Synchronisation
- Experience with multi-sensor fusion.
- Experience working with NVIDIA devices
- Experience on FPGA will be an added advantage
- Full understanding of Git functionality
- Exposure to airborne software development processes and coding standards (e.g., MISRA C++).
Personal Attributes
- Strong analytical and problem-solving skills.
- Ability to work independently on challenging technical problems.
- Good communication and documentation skills.
- Passion for solving challenging problems
- Willingness to participate in field trials and flight testing.
- Team playwe
About Apexon:
Apexon is a digital-first technology services firm specializing in accelerating business transformation and delivering human-centric digital experiences. For over 17 years, Apexon has been meeting customers wherever they are in the digital lifecycle and helping them outperform their competition through speed and innovation. Our reputation is built on a comprehensive suite of engineering services, a dedication to solving our clients’ toughest technology problems, and a commitment to continuous improvement. We focus on three broad areas of digital services: User Experience (UI/UX, Commerce); Engineering (QE/Automation, Cloud, Product/Platform); and Data (Foundation, Analytics, and AI/ML), and have deep expertise in BFSI, healthcare, and life sciences.
Apexon is backed by Goldman Sachs Asset Management and Everstone Capital.
To know more about us please visit: https://www.apexon.com/" target="_blank">https://www.apexon.com/
Desired Candidate profile:
- 5+ years of Embedded/Linux SW Development relevant Experience in Embedded C++.
- Expert knowledge in writing software for embedded Systems (Embedded C++ language).
- Experience on OTA would be an added advantage
- Work experience in software development on bare metal, RTOS or Internal Linux.
- Work experience in developing firmware for 8/16/32 bit microcontrollers (ARM, RISC etc)
- Good understanding w.r.t usage of 1. RTOS like MQX.
- Bootloader and software update concepts.
- Communication protocols like TCP/IP,MQTT.
- Socket programming in Linux environment.
- Good knowledge on protocols like (RS485, SPI, I2C, ADCs, CAN, LIN)
- Knowledge of Blue-tooth communication protocols for BLE 4.2/5.1.
- Proficient in the use of embedded SW Development tool chain (Flash/ debug tool chain, IDE).
- Version Control Systems –GIT
- Should have detailed knowledge on microcontrollers/microprocessors
- Experience in scripting languages like Shell / CAPL / Make/Python etc.
- Experience in using tools like Logiscope / Function Generator / Oscilloscope, etc.
- Good knowledge in reading schematics and datasheets.
- Excellent analytical skills and problem-solving skills.
- Strong communication and interpersonal skills.
- Must be a self-starter.
- Ability to work as part of a dedicated project team and independently
CC++-
Perform analysis, design and implementation of assigned projects using sound engineering principles and adhering to business standards, practices, processes, and product / program requirements
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Engage with global teams to effectively translate customer requirements to software requirements and identify potential solutions that are optimized to operate with in constraints of the product
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Troubleshoot variety of complex software problems
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Provide timely status updates and proactive communications on issues to the stakeholders.
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Able to interface with internal and external stake holders regarding software issues.
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Contribute as part of teams put together to meet overall organization initiatives/objectives
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As a technical lead,
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Guide team efforts towards successful deliverables.
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Provide technical leadership to teammates through coaching and mentorship.
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Able to effectively manage escalations and operate under crisis
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Have the ability and willingness to acquire in-depth understanding of domain and existing products (beyond software) and apply that knowledge to develop new products and to deliver enhancements/ fixes for customer requirements.
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Background in Industrial Automation
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Prior experience in supervisory control systems software
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Bachelor of Engineering degree in Computer Science/Information Science/Electronics/Electrical/Instrumentation with strong back ground in Industrial automation software
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Strong C, C+ programming on variety of Windows platforms using Microsoft technologies
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Sound knowledge of Computer Science fundamentals data structures, algorithms, operating system concepts
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Excellent analytical skills, methodical problem-solving skills and troubleshooting skills
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Prior experience of working in global teams and interfacing with multiple stake holders
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Excellent communication skills (verbal and written) and the ability to interact with extended teams spread across the globe.
Location: Bangalore
About Us
Valiance is a global AI & Data analytics firm helping clients build cutting-edge technology solutions for
digital transformation. We work with some of the marquee brands across India, US and APAC to build
transformative solutions for Credit Risk, Fraud, Predictive Maintenance, Quality Inspection, Data lake, IOT
analytics etc. Our team comprises 100+ professionals across Machine Learning, Data Engineering & Cloud
expertise
Required Technical and Professional Expertise:
Must have 4 -10 Years of Experience.
Graduate/Post Graduate in engineering, statistics, or a highly quantitative field
Hands on Experience in Embedded C with Linux (Train & Deploy Model)
Hands on Experience in Embedded System, c , Linux
Experience with any Advance Embedded system design Programmer Certification advantage.
Have Knowledge of OS: Linux, Embedded Linux & Linux Tools
Language – C ( Mandatory ), Shell, Python
Personal Skills:
Strong communication skills, both written and verbal
Ability to manage stakeholders' expectations and work in a high-pressure environment.
Demonstrate strong ownership & commitment to the cause of customer success.
A team player capable of high performance, flexibility in a dynamic working environment and the
ability to lead
StartUp engaged in inventing and innovating Smart Energy Meters and related Technologies (OEM) requires Embedded Engineers. Following re-innovation principle and Technology First direction, we design Technologies to deliver our Vision of the highest Quality Products and Technologies. The candidate's responsibilities include IoT (COSEM/DLMS), technology integration. Required skills include Embedded C and C++ and knowledge of Electrical and Electronics.
Flux Auto builds autonomous vehicle technology for commercial and industrial applications.
Responsibilities:
- Work on Embedded Software for deployment on the self-driving vehicle.
- Investigate, develop different system design and architecture for ADAS system.
- ROS version of Firmware package for multiple sensors with different communication protocols.
- Work on Serial communication (GMSL/CAN/LIN/FlexRay/Ethernet/UDP).
- Work on Multi threading and Data preprocessing.
Requirements:
- Experience in the fields of firmware development of Camera, Radar, Lidar, inertial sensors, Micro Controllers, ISP, Serdec.
- Candidate should have a strong background in Embedded system and Communication protocols.
- Candidate should have hands-on knowledge of data structures and algorithms for Data processing, and familiar with ROS (robot operating system)
- Candidate should have hands-on knowledge on Multiple sensors, Data pre processing (Clustering, noise removal, etc.) and image preprocessing (Histogram equalization, Tone mapping, etc. )
- Candidate should have real-world experience in implementing Firmware packages for multiple sensors and communication protocols
- Candidate should have experience in programming in C++ and with robust, safety-critical, efficient code
Additional requirement: Active U.S visa.
Good to Have:
- Domain knowledge and implementation experience with multiple sensor, inertial sensors, and general Embedded System Architecture
- Real world experience with system integration and deployment
- Worked on sensor fusion and Embedded systems
- Experience with Nvidia SOCs and Drive works Architecture
Benefits:
- Health Insurance
- Employee Stock Options
- Work From Home
- Flexible work hours
- Monthly Team outings and events
- Budget for Upskilling
- 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.
Apply Now!
Django
Python
Javascript
Git| Open Edx | |
| 1 | Hands on experience on Open edX framework |
| 2 | • A Minimum of 2 years is required on handling Open edX project with overall experience of 4 to 6 Years. |
| 3 | • The Candidate must have developed and deployed open edX based applications and platforms. |
| 4 | • Real-world experience with web development frameworks like Django |
| 5 | • Ability to code front to back with JavaScript, Python, or other server-based programming languages |
| 6 | • Hands-on experience on Git, Slack, Trello |
| 7 | • Should have experience in deploying scalable software applications to AWS or equivalent |
| 8 | • At least 2 years of related experience with React, Webpack, or other modern JavaScript frameworks. |
| 9 | • Experience building static websites and single-page applications, experience with architecture and solutions |
| 10 | Good hands on experience in docker |
| 11 | • Understanding of MOOC (Massive open online course) Architecture Integrating with the third-party apps using LTI/QTI - Significant hands on experience in installation and configuration of OpenEdx as an application, managing users and roles and managing multiple tenants in an instance |
| 12 | • Experience in customizing OpenEdx as a product around creating plugins, integrating with third party apps using LTI' |
| 13 | • Theming and Branding, Multisite, Certificates, SAML, Basic Reporting (grades, enrolments) |
| 14 | • Experience in Open edX mobile app with branding and analytics set up |
| 15 | • Experience with DevOps will be added advantage |
RESPONSIBILITIES AND QUALIFICATIONS
Responsibilities
+ Design, build and maintain low latency, high-performance electronic trading platform components, with a focus on market data, exchange and client connectivity and risk controls.
+ Deliver continuous optimization for latency, scale and resiliency improvements.
+ Participate in system builds for various markets globally, have curiosity and interest in understanding market microstructure details, work closely with engineering, sales and product teams globally for successful delivery of projects.
+ Basic Qualifications
+ Bachelors or Masters degree in computer science or engineering or equivalent experience
+ 5+ years of professional experience developing deterministic high performance, low latency systems in python/C++ (counted in single digit microseconds)
+ Prior experience with FIX and binary exchange connectivity and market data protocols preferred
+ Strong knowledge of object oriented programming, data structures, algorithms and design patterns
+ Critical path analysis, performance optimization and hardware acceleration.
+ Linux systems programming experience including memory management, concurrent programming infrastructure, and the networking stack
+ Experience developing distributed architecture systems and messaging protocols
+ Strong analytical and problem solving skills
+ Comfortable in a fast-paced environment, self-motivated, results driven and commercially focused
Preferred Qualifications
+ Software development in python/C++ in the context of high performance (low- latency, high-throughput) real-time computing.
+ Familiarity with STL and C++11 language extensions, Boost
+ Network programming (sockets, TCP/UDP/Multicast protocols)
+ Multi-threading, concurrent programming
+ Intimate knowledge of compilers, flow of data at hardware level (memory/ caches, buses) + Some experience with FPGA or other hardware acceleration technologies
+ Experience processing large static datasets as well as high volume ticking data sources
+ Over 3 years' experience in Financial industry (Plus)
C++
Data Analytics
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