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Senior Software Engineer, Machine Learning

Location:
Poland, Ukraine (Lviv, Cherkasy), Remote
Level:
Senior
English:
Project stage:

The project has passed the MVP phase. Application is deployed to prod. Active development continues in parallel with production support.

Project Overview

The main feature is an application for 24-hour video surveillance.  Now we're developing an AI-based system to prevent falls from the bed. It's an important part of nurses' job to make sure no one falls, and this feature is very important.
The client is one of the world’s largest manufacturers of appliances and electronics.

Technical Details:

Project Stack: TypeScript/JavaScript, Node.js, React, MySQL, Kubernetes, Docker, Elastic Kubernetes Service, Terraform, Helm, AWS, Twilio Video SDK

For AI: OpenCV.js, TensorFlow.js, ONNX Runtime Web, PoseNet, MoveNet, Coco SSD, SNPE (Snapdragon Neural Processing Engine), C++, 

Tasks: Semantic and Panoptic Segmentation, Object Detection, Keypoint Detection, Computational Geometry Algorithms for Polygon Simplification

Architecture: Service-oriented application that utilizes multiple edge devices - smart cameras

Job Highlights:
  • The application is in production
  • Development practices on the project include Code review, Build-in quality, Unit-testing and integration testing, End-to-end automated testing, CI, Release on demand
  • Working in a distributed multinational team in a different time zone. The approximate work schedule is from 11:00 AM to 7:00 PM CET

Team Composition:

5SE, 2QA, 2ML, AQA, UI/UX designer, DevOps

Client-side team structure: Product Owner, 2SE

Responsibilities
  • Solution Development & Prototyping: Create hypotheses, and develop prototypes using Python/JS. Collaborate with ML Engineers to define models solving the problem
  • Viability validation: Work with UI/UX designers and Product Owner to make sure the prototype solves business needs
  • Feasibility validation: Define metrics to measure, set up experiments, and develop benchmarks to find out the feasibility of proposed approaches
  • Model Research: Find models that solve the business task and fit resource constraints
  • Models Preparation: Convert models for execution in Web runtime using TF.js, ONNX or in C++ using Snapdragon Neural Processing Engine
  • Datasets Preparation: Define requirements, preprocess images/videos, and label them, using existing state-of-the-art approaches, for AI model training, ensuring quality and relevance
  • Models Evaluation & Testing: Design approach and test algorithms and models performance under diverse scenarios and edge cases
  • Models Integration: Integrate models into the application to implement AI-powered features

Qualifications
  • +5 years of Software Development experience using React/Node.js, Python or other programming language
  • Experience in computer vision techniques, neural networks
  • Familiarity with relevant libraries (e.g., TensorFlow JS, ONNX, OpenCV, PoseNet).
  • Knowledge of C++ is a big plus
  • Ability to optimize algorithms for real-time or low-latency execution, considering hardware constraints
  • General knowledge of neural network architectures
  • Knowledge of models training, optimization, and investigating best options for a case
  • Excellent problem-solving skills, critical thinking, and attention to detail
  • Level of English Upper-Intermediate and above

Workflow
  • 2-week sprint. The input of the process will be sprint backlog, output - functionality increment. The focus here is on the predictable delivery of defined pieces of functionality
  • Continuous exploration process. The input of this process is some custom feature, improvement idea, or need. Output is a team backlog planned through sprints

Our Benefits

Work & Life Balance

20 paid working days off
Soulful corporate events and team buildings
Opportunity to work remotely

Work Environment

All the necessary equipment
A comfortable and modern office
Accounting services
Relocation reimbursement

Health & Wellness

Health insurance
$600 extra for the health care, sports or mental health
10 working days of sick leave

Professional Development

$600/year you can spend on:
Courses, trainings, seminars
Improvement of qualification/ certification
English lessons

[ our values/ ]

What Keeps Us Sharp and Steady

We cut the fluff and keep it real—owning our work, refining our craft, and always leveling up. No excuses, just a team that’s in it together, pushing boundaries and delivering results.
Pragmatic

Pragmatic

Theory’s cute, but results pay the bills. Perfect’s a fairy tale—done right is what counts.
Adult

Adult

No drama, no sugarcoating. We own our wins and our screw-ups, and treat failure like free tuition.
Craftspeople

Craftspeople

We’re not assembly-line coders. We build, we refine, and we don’t put a fresh coat of paint on bad code.
Forever Learners

Forever Learners

Falling behind? We leave that to others. Leveling up fast, chasing down answers, and never settling for “I don’t know.”
Great Allies

Great Allies

No lone wolves here. We listen before we talk, communicate like grown-ups, and make the ride better for everyone.

[ global team, remote freedom/ ]

Headquartered in the USA and Ukraine, but our team? We're everywhere.

We’re fully remote, so you can work wherever you’re most productive.
Costa Rica
Team Hub
USA
Strategic & Office & Team Hub
Spain
Strategic & Team Hub
Poland
Strategic & Team Hub
Romania
Team Hub
Ukraine
Office & Team Hub
Costa Rica
Bulgaria
Team Hub
Georgia
Team Hub
Armenia
Team Hub
Lviv
Myroslava Skoryka Street, 31, Lviv, Ukraine, 79000
diana.zherebetska@mev.com
Cherkasy
Pushkina Street, 100, Cherkasy, Ukraine, 18000
vladyslava.korol@mev.com
Walnut Creek
1212 Broadway Plaza, Walnut Creek, California, USA
solutions@mev.com

FAQs

Got questions? No worries, we've got all your answers covered in our FAQ!

Absolutely! We offer flexible remote work options, so you can work from anywhere worldwide. Prefer the office vibe? We’ve got a modern, comfy workspace in Ukraine, fully equipped with everything you need.

We have a structured onboarding process to make your transition smooth and welcoming. You’ll have access to mentors, detailed resources, and a supportive team to help you hit the ground running.

We conduct performance reviews every six months to assess your achievements, align your goals with the company’s vision, and identify growth opportunities. During these reviews, you’ll:

  • Get a clear picture of your strengths and areas to improve
  • Receive feedback on your performance and productivity
  • Set goals that align with your career path and the company’s strategy

At MEV, we’re all about continuous learning and growth. Here’s what a typical path looks like for a Software Engineer:

  • Junior Engineer: Build foundational skills like bug fixing and documentation with guidance from senior team members.
  • Mid-level Engineer: Take on more complex tasks, mentor junior engineers, and play a bigger role in problem-solving and code optimization.
  • Senior Engineer: Lead projects, tackle high-level technical challenges, and align technical work with business goals. You’ll also mentor others and drive innovation within the team.
  • Staff Engineer: Lead large-scale projects, design system-wide architectures, and manage multi-team efforts. You’ll mentor senior engineers and steer the technical strategy.

At every step, your responsibilities grow—and so does your impact. Regular reviews and professional development opportunities keep you moving forward.

We believe in open, transparent communication and a collaborative culture. Regular team meetings, project updates, and social events keep everyone connected and engaged.

We’re big on balance. Here’s what we offer:

  • 20 paid vacation days per year
  • 10 sick days
  • Flexible working hours

Your well-being matters to us. We offer:

  • Comprehensive health insurance
  • $600 annually for healthcare, sports, or mental health support

We invest in your growth. You’ll get $600 annually to spend on:

  • Courses, trainings, and seminars
  • Professional certifications
  • English lessons

Our culture is built on mutual respect, continuous learning, and a passion for innovation. We value diversity, creativity, and a good sense of humor. We’re a team of professionals who support each other, celebrate successes, and challenge ourselves to grow.

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