Project description

Looking for a highly skilled Senior Machine Learning and Image Processing Specialist to join our innovative team. This role requires extensive experience in graphics, including 3D graphics, and proficiency in NNs and ML approaches for graphics processing. The successful candidate will lead a team of developers working on cutting-edge projects.

Responsibilities:

- Lead the development team in designing and implementing ML algorithms for image and 3D graphics processing

- Develop and optimize image processing pipelines and 3D graphics algorithms

- Utilize NNs and advanced ML techniques to enhance graphics processing capabilities

- Collaborate with cross-functional teams to implement ML solution

- Conduct code reviews, provide technical mentorship, and ensure best practices in software development

- Stay updated with the latest advancements in machine learning, neural networks, and graphics processing

Must have Skills:

- Solid programming skills in C/C++ and Python

- Proven expertise in ML and image processing techniques

- Big experience with deep learning frameworks (e.g., TensorFlow, PyTorch).

- Extensive experience with 3D graphics and related technologies

- Good knowledge of mathematics and linear algebra

- Strong knowledge of NNs and their application in graphics processing

- Excellent leadership skills with experience in leading development teams

- Strong problem-solving abilities and the capability to work collaboratively in a team environment

- Proficiency in GPU Kernels and their implementation for algorithm optimization

Nice to have:

- Knowledge of computer vision techniques

- Familiarity with cloud platforms and their services related to ML and graphics processing

- Experience with software development best practices, including version control and CI/CD pipelines

Other:

• - English: B2 Upper Intermediate

It's a new product of a company is the 3rd largest social discovery company in the world that unites people communication through online platforms focusing on AI, game mechanics, and video streaming.

Responsibilities:

• Solving NLP problems such as summarization, classification, clustering, NER, using modern techniques including LLM;
• Participate in the full development cycle, from problem definition to implementation;
• Building a data processing and pre-training LLM pipelines for text generation, chatbot development, RAG systems;
• Developing new approaches and data partitioning processes to assess the quality of LLM performance;
• Extracting data from various sources (reading from files, APIs, databases);
• Participate in generating requirements and necessary data for model improvements;
• Implementing the model in production, supporting the model lifecycle, monitoring and updating.

Requirements:

• Experience in the role of Data Scientist/LLM engineer for more than 5 years
• Experience in Data Science related to natural language processing (NLP);
• Proficiency in Python, including NumPy, Pandas, Scikit-learn and text processing libraries;
• Practical experience in developing and implementing NLP models for classification, text clustering, NER (Named Entity Recognition), etc;
• Experience with deep learning frameworks (TensorFlow/Keras or PyTorch), including model building, training and evaluation;
• Knowledge of GPT, BERT and other Transformer model architectures;
• Knowledge of various metrics for evaluating the quality of NLP models (precision, recall, F1-score, AUC-ROC, etc.), ability to select appropriate metrics for a particular task;
• Experience in bringing models to production;
• Experience in using tools for performance and quality monitoring;
• Experience with model training: Qwen, llamaindex and Mistral.

Company published in 1997, was built from the ground up to specialize in new product development and R&D, tackling the most difficult problems in the tech sphere. Now company expanded to offer early-stage innovation and ideation plus digital transformation business consulting. Company's superpower is to deliver all of this under one roof on a global scale.

The project involves developing a computer vision system to analyze nurse actions, detect the use of disposable objects, and ensure compliance with established guidelines for procedures like medication administration.

Responsibilities:

• Design, develop computer vision systems and systems for video analysis.

• Prototype proof-of-concept (POC) solutions for specific computer vision and machine learning problems to validate ideas.

• Lead projects from prototype to production.

• Identify and resolve performance and scalability issues.

• Actively participate in the team’s software development processes.

Requirements:

required experience 5+ years

• Strong experience in computer vision. Hands-on involvement in the development of multiple Computer Vision projects that have been deployed to production.

• Strong foundational understanding of Machine Learning concepts and how they apply to Computer Vision tasks.

• Strong expertise in processing and analyzing image and video data.

• Hands-on experience developing and fine-tuning models for segmentation, pose estimation, and object detection.

• Proficiency with deep learning frameworks such as PyTorch and TensorFlow.

• Excellent object-oriented programming skills, with the ability to write high-performance, production-quality code in Python.

Proficient in English for effective communication.

Start Date:

• As soon as possible (subject to a thorough review and interview process by Softeq and the client).

Location:

• 100% remote work; must have the ability to work overlapping hours with Eastern Standard Time (EST).

A media group, which is one of the largest publications in total, requires a Backend developer to participate in a startup project to create a coupon service. You will be part of a brand new project, which is designed to expand the advertising offer of a well-known holding company.

Tasks:

• Development of the backend part of the application in Python.
• Development of MVP version and further development of the platform.
• Interaction with the development team: Product Owner, Project Manager, frontend developer.
• Proposing architectural solutions, reasoned proposals for the development stack.

Requirements:

Experience in the role of backend developer more than 6 years

• Experience in Python development.
• Knowledge of NodeJS will be a plus.
• Knowledge and experience with databases, Git.
• Writing clear and quality code independently and efficiently.
• Understanding in total of software development cycle up to MVP version and further development of projects.
• Experience with unit testing, code test coverage, code review.
• Communication skills to work in a team and deliver results within deadlines.

Join an invigorating startup to do something that changes the way customers are serviced by the enterprise. Led by founders with proven track record of success with previous exits. Grow professionally with the company.

The ideal specialist for the role will be responsible for developing high-quality application for virtual agent for myriads of use cases for various verticals. They will also be responsible for designing and implementing testable and scalable code.

Responsibilities:

• Develop quality software and web applications
• Analyze and maintain existing software applications
• Design highly scalable, testable code
• Discover and fix programming bugs

Qualifications required:

• Java ACE for backend development
• Expertise in LLMs, Agentic, and related models
• Experience working with frameworks LangGraph, LangChain, AutoGen
• Proficiency in frontend technologies a plus
• Development experience with programming languages Java, Python
• SQL database or relational database skills
• Bachelor's degree or equivalent experience in Computer Science or related field