Algorithm Developer V

SGS Consulting; Washington (District of Columbia); Sur place; USD 120 000 - 180 000; Plein temps

Résumé du poste

SGS Consulting is seeking an experienced ML/Computer Vision Engineer to design, implement, and optimize machine learning and vision algorithms for client platforms and products. You will optimize algorithms for efficient hardware deployment and develop data preprocessing pipelines for model design.

Collaborate with cross-functional teams to define requirements, analyze data and metrics, and document approaches and results for internal stakeholders.

Qualifications

• Experience in algorithm development and optimization.
• Experience with TensorFlow or PyTorch.
• Experience generating and training large-scale datasets.
• Proficiency in Python and C++.
• Strong analytical and problem-solving skills.

Responsabilités

• Design, implement, and optimize ML and computer vision algorithms.
• Optimize algorithms for hardware deployment and efficiency.
• Develop data preprocessing pipelines for model design.
• Collaborate with cross-functional teams to define requirements and deliver solutions.
• Analyze data and performance metrics to improve outcomes.
• Document technical approaches and results for stakeholders.
• Deliver project milestones and outcomes as defined by the scope of work.
• Build and maintain data preprocessing pipelines.

Connaissances

Algorithm development

Data structures

Optimization techniques

Python

C++

Analytical thinking

Independent work

Communication

Formation

Master's degree

Outils

TensorFlow

PyTorch

TensorFlow Lite

CUDA

Description du poste

Job Responsibilities:

• Design, implement, and optimize machine learning and compute vision algorithms for Client's platforms and products.
• Optimize machine learning and compute vision algorithms for efficient implementation on HW.
• Develop a data preprocessing pipeline for model design.
• Collaborate with cross-functional teams to define requirements and deliver solutions.
• Analyze data and performance metrics to improve algorithmic outcomes.
• Document technical approaches and results for internal stakeholders.
• Deliver project milestones and outcomes as defined by the scope of work.
• Design, implement, and optimize computer vision and machine learning algorithms.
• Build and maintain data preprocessing pipelines.
• Collaborate with cross-functional teams to define requirements and deliver solutions.
• Analyze data and performance metrics to improve algorithms.
• Document technical approaches and project outcomes.

Skills:

• Proven experience in algorithm development, data structures, and optimization techniques.
• Experience in TensorFlow, PyTorch, TensorFlow lite etc.
• Experience in large scale dataset generation and training
• Proficiency in programming languages such as Python, C++.
• Strong analytical and problem-solving skills.
• Ability to work independently and deliver results within defined timelines.
• Excellent written and verbal communication skills.

Education/Experience:

• Masters preferred