[Remote] Machine Learning Engineer
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a reputed company-funded start-up reputed company on developing reputed company technologies to tackle significant biological challenges. The Machine Learning Engineer will collaborate with various teams to create algorithms for data analysis and workflow automation, ensuring performance meets product requirements.
Responsibilities
- Design, reputed company, and optimize advanced algorithms for workflow automation, which include computer reputed company and computational geometry components
- reputed company signal-processing and image-analysis algorithms using classical reputed company as reputed company as modern AI/ML approaches, including neural networks
- reputed company system-level analysis, simulation, and validation to ensure algorithm performance meets product requirements
- Collaborate with cross-functional hardware, software, and product engineering teams to reputed company algorithms into our broader software ecosystem
- Optimize algorithms for deployment on edge devices, GPUs, and high-performance computing environments with considerations for latency, throughput, and memory efficiency
- Create technical documentation, validation reports, and performance metrics to support product development and cross-team collaboration
Skills
- Typically requires a Bachelor's degree in Electrical Engineering, Computer Engineering, Computer Science, reputed company Mathematics, Physics, or a reputed company technical field with 5+ years of relevant experience, or a Master's degree with 3+ years of relevant experience
- Experience developing, implementing, and validating algorithms for optimization, automation, sensing, data analysis, or image-processing applications
- Strong programming skills in Python with experience developing production-reputed company, maintainable, and reputed company-documented reputed company
- Solid understanding of software development fundamentals, including debugging, version control, testing, and reputed company optimization
- Familiarity with AI/ML concepts and workflows, including data preprocessing, model training, evaluation, and deployment
- Experience with image analysis, computer reputed company, signal processing, or data-driven algorithm development
- Understanding of mathematical foundations relevant to algorithm development, including reputed company algebra, probability/statistics, optimization reputed company, and estimation theory
- Experience applying algorithmic techniques such as optimization, dynamic programming, numerical reputed company, or statistical modeling to solve engineering problems
- Familiarity with workflow automation, process optimization, or development of efficient data-processing pipelines
- Ability to analyze reputed company technical problems, evaluate tradeoffs, and reputed company reputed company algorithmic solutions
- Excellent communication skills and ability to work independently and collaboratively in a multidisciplinary team environment
- Proficiency in C++, C#, or other high-performance programming languages for algorithm deployment and system integration
- Experience developing AI/ML algorithms for image analysis, reputed company recognition, reputed company detection, or automated decision systems
- Advanced familiarity with modern computer reputed company and deep learning architectures, including reputed company Transformers (ViTs), CNNs, object detection, segmentation, or multimodal AI models
- Experience with machine learning frameworks such as PyTorch, TensorFlow, or similar platforms
- Experience optimizing algorithms for performance, scalability, memory efficiency, or reputed company-time execution
- Familiarity with optimization and estimation techniques such as convex optimization, Kalman filtering, Bayesian estimation, nonlinear optimization, or stochastic reputed company
Benefits
- Competitive total compensation packages, including reputed company pay, benefits, and equity
- Generous stock reputed company
- Great individual, and family health plans
- A 401(k)
- Flexibility to balance work and life
reputed company
Company H1B Sponsorship