Lead Machine Learning, Computer Vision Software Engineer

##### Project description

Our client, a leading manufacturer of high-end household appliances, is expanding into new smart product lines. As part of this strategic initiative, a large-scale global program is being implemented across the company's IP portfolio. This includes the development of new embedded software, enhancements to cloud infrastructure.

##### Responsibilities

• Work directly with computer vision perception engineers, and camera ISP engineers.
• Define the image quality requirements for customer use cases
• Develop image processing algorithms to optimizing the camera image quality for performance improvement of computer vision applications
• Develop custom ML models for visual recognition and training it from scratch
• Quantization and pruning the ML models
• Data evaluation using relevant metrics to increase the model performance
• Implement computer vision/image processing algorithms in fast/optimal C++ code
• Implement heuristic/math algorithms and probabilistic methods for camera AI
• Research existing C++ solutions for CV logic
• Develop cross platform C++ code
• Cover algorithms and CV code with unitest
• Ramp up on new technologies related to CV/ML/algorithms (not R&D)
• Integrate machine learning modules into algorithms

##### Skills

Must have

• Bachelor's Degree or greater in Computer Science, Software Engineering, or related field.
• 3-5 years of experience developing computer vision applications/algorithms
• Participate in at least 2 image processing / computer vision projects and 1 of them productized
• Image processing / computer vision background/understanding
• Strong C/C++ experience
• Experience with OpenCV and ML frameworks such as Pytorch, TensorFlow, TensorFlow Lite
• Deep understanding of neural network architectures
• Experience to work with embedded devices in C++ on Linux
• Decent understanding geometry 2D/3D and algebra
• Desire to learn new technologies
• Desire to follow test driven development(in CV/ML too)

Nice to have

• Experience with machine learning integration, inference engines
• Machine learning general understanding
• Building for Android/Yocto experience
• OpenCL/cuda or OpenGL/Vulkan(shaders) experience/understanding and desire to learn or any different SIMD language

##### Other

Languages

English: C1 Advanced

Seniority

Lead

##### Luxoft Benefits*

Global Relocation

• ●Relocation options **
• ●Experience in an international environment
• ●Cross-cultural experience

Recognition and Evaluation

• ●Feedback culture
• ●Regular appraisals

Time Off***

• ●Annual holiday - 20 or 26 days. The duration of the leave depends on the overall seniority
• ●Occasional leave - 1 or 2 days/ depending on the circumstances
• ●Child care leave - 2 days or 16 hours per year
• ●Absence due to force majeure - 2 days or 16 hours per year
• ●Maternity Leave - 20 weeks
• ●Parental Leave - 41 weeks
• ●Paternity Leave - 14 days

Luxoft Training Center

• ●Expert-led tech courses covering basic to advanced topics
• ●Internal instructor-led soft skills courses
• ●Comprehensive in-house self-learning resources for both soft and hard skills
• ●Access to external self-learning libraries like ProQuest eBook and Udemy for Business
• ●Cloud Programs: MS Cloud Academy, AWS Partner Academy, Google Cloud Academy
• ●Custom Learning Programs: upskilling, reskilling, technical mentorship
• ●Leadership Programs for Managers

Well-being and Work-life Balance

• ●Multisport card
• ●Possibility to order Multisport card at the corporate rate for family members
• ●LuxGood Program: wellbeing seminars, contests, relaxation sessions, yoga sessions, etc.
• ●One Team Program: Buddy for each New Joiner; seminars, meeting and workplace space to support integration with local community and culture; “Hire me” workshops for partners
• ●Preferential banking offer
• ●Preferential car leasing offer
• ●Cafeteria program discounts for shops, cinema tickets, holiday offers
• ●Luxoft Social Benefit Fund: sport and recreation benefits, the possibility to receive financial support

Health Care

• ●Private Healthcare Insurance with unlimited access to specialists
• ●Full dental support
• ●Travel Insurance
• ●Possibility to add private healthcare coverage for family members at the corporate rate
• ●Life insurance at the corporate rate for employees and family members, including payment of the basic package for the employee by the employer
• ●Reimbursement for corrective glasses

Company Events and Friendly Environment

• ●Many fun social activities organized by the Luxoft team offline in your city
• ●Online entertainment events for whole company and local team events
• ●A workplace where you’re treated with respect within a multicultural team

Internal Mobility

• ●Rotation between projects and accounts
• ●New career opportunities

Self-Learning Library

CSR Projects

*The acquisition of rights to the above benefits depends on the form of cooperation. Benefits apply to those employed under a contract of employment.

**Please note that relocation is not available for all open positions. At Luxoft Poland it is possible to work remotely only from the territory of Poland.

***Options offered by the Polish government.