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

We are passionate about transforming lives through cutting-edge technology, enriching industries, communities, and the world. Our mission is to create exceptional products that drive next-generation computing experiences, serving as the foundation for data centers, artificial intelligence, PCs, gaming, and embedded systems.

At the core of our mission lies a culture of innovation. We challenge boundaries to solve some of the world's most critical problems. We are committed to execution excellence, fostering a culture of openness, humility, collaboration, and inclusivity, valuing diverse perspectives along the way.

Responsibilities:

• Linux application programming
• Linux device driver development
• Embedded C, MMU, Cache policies
• Excellent debugging skills at Kernel and user space and exposure to different debugging tools
• Make files

Must have Skills:

5-8 years of experience

• Proficient in C and embedded systems.
• Experience in Linux driver development (PCIe/USB/Ethernet) and application development.
• PCIe driver development experience.
• DMA client/controller driver development experience.
• Hands-on experience with Configuration Management tool like Git, Perforce.
• Knowledge on PCIe, Ethernet, TCP, I2C protocols, DMA framework is a plus.
• Self-motivated and interested to constantly learn and share new findings.
• A quality mindset, ability for strategic thinking and a drive to always improve.
• Nice to have B.tech/M.Tech in CSE/IT/ECE/EEE/E&I.

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 major company, in the metal raw materials industry, requires an HR Analyst to join the team to develop the company's distance learning system.

Requirements

● Experience in HR analytics.

● Experience in automating HR processes.

● Experience analyzing HR processes.

● Experience in writing functional and technical requirements, experience in interacting with business customers, developers.

● Systemic and analytical thinking.

● Experienced Excel user (summary tables, working with databases, formulas, preferably macros).

● Basic knowledge of reporting principles of any analytics systems (Tableu, Qlik, Power BI, Power Query, etc.).

Responsibilities

● Participation in the project of HR function automation (training, development, evaluation, individual planning of educational activities, goal setting) of the Group of companies based on WebSoft HCM (WebTutor).

● Immersion in automated processes, role of system expert and implementation of HR processes in the system (functionally and technically, but without having to read and parse system code).

● Collecting, processing and analyzing HR data.

● Preparing conclusions and proposals based on the data.

● Searching for system errors in data sources, forming proposals for their correction.

● Conducting functional testing.

● Forming a development register together with the project team.

● Description and modeling of business processes (interviews, collection, analysis of information, development of processes and schemes in Visio).

● Data visualization, creation of dashboards.

● Ensuring compliance of the company's quality management system with the requirements of external regulatory documentation.

 Conditions

● Full-time.

● Remote work.

In search of a strong Data Scientist position on a long-term project of a large international company in the field of commercial and luxury residential real estate. 

Tasks:

• Analyze and process data. Identify anomalies, dependencies, trends, etc.;
• Collect and update analytical dashboards (Power BI, DataLens), visualize data and metrics;
• Formalize business objectives and generate hypotheses for research;
• Describe data warehousing change and optimization requirements;
• Select and optimize machine learning models to solve business problems;
• Present the results of your work and research.

We expect you to:

• Has been involved in analytics and Data Science for more than 3 years;
• Worked in a team, communicative and stress-resistant;
• want to understand data deeply and learn new things;
• worked with tasks from a business customer.

Skills:

• Are confident writing in Python and SQL;
• have good spreadsheet skills (excel, google);
• know how to apply ML in applied business tasks;
• know how to put forward analytical and product hypotheses, know how to organize and conduct experiments and interpret the results;
• know statistics;
• have experience with neural networks, generative machine learning models.

Level of Russian language: from B2.

The project, a platform for creating and publishing content on social media using artificial intelligence tools, is looking for a Lead Data Engineer.

Responsibilities:

- Design, develop, and maintain robust and scalable data pipelines for collecting.

processing, and storing data from diverse social media sources and user interactions.

- Design of data warehouse.

- Implement rigorous data quality checks and validation processes to uphold the integrity.

accuracy, and reliability of social media data used by our AI models.

- Automate Extract, Transform, Load (ETL) processes to streamline data ingestion and transformation, reducing manual intervention and enhancing efficiency.

- Continuously monitor and optimize data pipelines to improve speed, reliability, and scalability, ensuring seamless operation of our AI Assistant.

- Collaborate closely with Data Scientists, ML Engineers, and cross-functional teams to understand data requirements and provide the necessary data infrastructure for model development and training.

- Enforce data governance practices, guaranteeing data privacy, security, and compliance with relevant regulations, including GDPR, in the context of social media data.

- Establish performance benchmarks and implement monitoring solutions to identify and address bottlenecks or anomalies in the data pipeline.

- Collaborate with data analysts and business teams to design interactive dashboards that enable data-driven decision-making.

- Develop and support data marts and dashboards that provide real-time insights into social media data.

- Stay updated with emerging data technologies, tools, and frameworks, evaluating their potential to improve data engineering processes.

Qualifications:

- Bachelor's or Master's degree in Computer Science, Data Engineering, or a related field.

- Proven experience in data engineering, focusing on ETL processes, data pipeline development, and data quality assurance.

- Strong proficiency in programming languages such as Python, SQL and knowledge of data engineering libraries and frameworks.

- Experience with cloud-based data storage and processing solutions, such as AWS, Azure, or Google Cloud.

- Familiarity with DataOps principles and Agile methodologies.

- Excellent problem-solving skills and the ability to work collaboratively in a cross-functional team.

- Strong communication skills to convey technical concepts to non-technical stakeholders.

- Knowledge of data governance and data privacy regulations is a plus.

Project: An internet banking project, aims at modernizing and adding more capabilities to the current internet banking solution. This is a thin client application requiring a lot of integration with legacy backend systems.

Responsibilities:

• Analyzing requirements and designing solution to fulfill it.
• Design, build and maintain efficient, reusable, and reliable code.
• Diagnose and fix bugs and performance bottlenecks for performance.
• Ensuring high performance and quality of deliverables.
• Maintain code and write automated tests to ensure the product is of the highest quality.
• Build pixel-perfect, buttery smooth UIs across both mobile platforms.
• Leverage native APIs for deep integrations with both platforms.

Requirements:

Technology stack, skills, and knowledge.

• Mobile developer with good knowledge react native (JavaScript, Typescript).

Experience level.

• Minimum 3 years of experience working in react native projects.

 Personal qualities, soft skills.

• Team player, excellent communication excels, problem solving skills.

English level.

• B2 (strong conversational skill).