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Software Development
Deep Learning Engineer
@SQUAD
[Hiring] Deep Learning Engineer @SQUAD
Feb 21, 2025 - SQUAD is hiring a remote Deep Learning Engineer. 💸 Salary: unspecified. 📍Location: Ukraine.
This description is a summary of our understanding of the job description. Click on 'Apply' button to find out more.
Role Description
You will join as a Deep Learning Engineer and 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
Duties and Responsibilities include:
- Develop innovative machine learning algorithms
- Implement advanced methods and technologies in model development
- Analyze large datasets to identify correlations and patterns
- Visualize research results for clearer interpretation
- Tune hyperparameters and optimize algorithms
- Improve models to enhance their performance and accuracy
- Provide consultations and collaborate with colleagues from other departments
- Report progress and project achievements to management
- Explore and evaluate new technologies in the field of machine learning
- Implement cutting-edge ideas and techniques into production processes
- Engage in continuous self-improvement and technical skill development
- Train and mentor junior colleagues to enhance the overall competence level within the team
Qualifications
- 3+ 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
- 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. Annual performance review
- 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
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| 📍 | Be aware of the location restriction for this remote position: Ukraine |
| ‼ | Beware of scams! When applying for jobs, you should NEVER have to pay anything. Learn more. |
Back to Remote jobs >
Software Development
Software Development
|
Salary
💸
unspecified
|
Remote
Location
Ukraine
|
|
Job Type
contract
|
Posted
Feb 21, 2025
|
️
| 📍 | Be aware of the location restriction for this remote position: Ukraine |
| ‼ | Beware of scams! When applying for jobs, you should NEVER have to pay anything. Learn more. |
