[Hiring] Applied Scientist @Squad

Role Description

We are a distributed team that develops motion detection features for both Cloud and Edge environments, ensuring high performance and adaptability for diverse deployment needs. You can choose to focus on either Edge or Cloud solutions:

• Edge: Work on advanced computer vision algorithms and sensor-based detection methods for efficient real-time performance directly on devices.
• Cloud: Develop scalable, high-performance motion detection solutions using cloud-based technologies, optimizing collaboration between Edge and Cloud.

You will be responsible for day-to-day research tasks, such as:

• Setting up hypotheses
• Gathering data for experiments
• Training and validating ML models
• Validating results
• Writing a paper on your results

Qualifications

• 4+ years in machine learning (computer vision domain)
• Practical experience in at least one of the following problems: classification, detection, segmentation
• Python3, NumPy, scikit-learn, pandas, SciPy
• Deep learning frameworks: PyTorch
• Experience in deploying machine learning models to production
• Good understanding of machine learning and deep learning concepts
• Good written and spoken English

Requirements

• Practical experience with GANs, VAEs
• Probabilistic programming and Bayesian framework
• Model optimization: pruning, quantization, knowledge distillation
• Basic understanding of web and client-server architecture
• asyncio, aiohttp, and other async libraries for back-end
• Basic understanding of Big Data, understanding of difference between MapReduce and in-memory processing
• Algorithms, data structures
• SQL, NoSQL
• Docker, Kubernetes, Kubeflow
• C++, Bash

Benefits

• The environment of equal opportunities, transparent and value-based corporate culture, and an individual approach to each team member
• Competitive compensation and perks
• Opportunity to receive a Performance Bonus for your individual achievements and a Loyalty Bonus recognizing your dedication to the company
• Gig-contract
• 21 paid vacation days per year, paid public holidays according to the Ukrainian legislation
• Development opportunities like corporate courses, knowledge hubs, and free English classes as well as educational leaves
• Medical insurance is provided from day one. Sick leaves and medical leaves are available
• Remote working mode is available within Ukraine only
• Free meals, fruits, and snacks when working in the office