9,557 Graduate Software Engineer AI Ml Focus jobs in Kenya

Remote Graduate Software Developer - AI Focus

01001 Ruiru, Central KES50000 Monthly WhatJobs

Posted 10 days ago

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intern
Our client is offering an exceptional opportunity for ambitious and tech-savvy Graduate Software Developers to join their cutting-edge team in a fully remote capacity. This internship is designed to provide hands-on experience in a professional software development environment, with a specific focus on Artificial Intelligence and Machine Learning projects. You will work alongside experienced engineers, contributing to the design, development, testing, and deployment of innovative AI-powered solutions. Responsibilities include writing clean, efficient, and well-documented code in languages such as Python, Java, or C++; assisting in the development and training of machine learning models; participating in code reviews; and contributing to the overall software development lifecycle. The ideal candidate will have a strong foundation in computer science principles, a passion for AI/ML, and a demonstrable ability to learn quickly and adapt to new technologies. Familiarity with AI libraries and frameworks (e.g., TensorFlow, PyTorch, scikit-learn) is a plus. You should possess excellent problem-solving skills, a keen attention to detail, and the ability to work independently and collaboratively in a remote team setting. This role offers immense learning potential and the chance to gain valuable industry experience in a rapidly evolving field. You will be exposed to real-world challenges and contribute to projects that have a tangible impact. The target location for this role is Ruiru, Kiambu, KE .
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Lead Quantum Computing Researcher - Algorithm Development

20200 Kapsuser KES250000 Annually WhatJobs

Posted 12 days ago

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full-time
Our client, a pioneering force in scientific innovation, is seeking an exceptional Lead Quantum Computing Researcher to spearhead groundbreaking work in algorithm development. This fully remote position offers the unique opportunity to contribute to the future of computation from anywhere in the world. You will be at the forefront of designing, simulating, and implementing novel quantum algorithms for complex problem-solving across various domains, including cryptography, drug discovery, and materials science. The successful candidate will possess a Ph.D. in Physics, Computer Science, Mathematics, or a related field, with a deep theoretical understanding of quantum mechanics and quantum information theory. Proven experience in developing and testing quantum algorithms using platforms like Qiskit, Cirq, or PennyLane is essential. You will lead a team of talented researchers, fostering a collaborative and intellectually stimulating remote environment. Your responsibilities will include defining research objectives, securing funding through grant proposals, publishing findings in top-tier journals, and presenting at international conferences. This role demands a visionary thinker capable of translating complex theoretical concepts into practical, implementable quantum solutions. The ability to mentor and guide junior researchers, manage project timelines, and effectively communicate research progress to both technical and non-technical audiences is crucial. As a remote-first role, strong self-discipline, excellent communication skills, and a proactive approach to problem-solving are paramount. This is an unparalleled opportunity to shape the trajectory of quantum computing, working remotely and contributing to transformative scientific advancements from your home base, conceptually linked to Kericho, Kericho, KE .

Key Responsibilities:
  • Lead the research and development of novel quantum algorithms.
  • Design, simulate, and analyze quantum algorithms for real-world applications.
  • Collaborate with a global team of scientists and engineers in a remote setting.
  • Publish research findings in peer-reviewed journals and present at conferences.
  • Mentor and guide junior researchers in quantum computing principles and practices.
  • Contribute to the development of quantum software platforms and tools.
  • Identify and pursue new research opportunities and funding avenues.
  • Ensure the theoretical rigor and practical feasibility of developed algorithms.
  • Stay updated with the latest advancements in quantum computing and related fields.
  • Foster a culture of innovation and scientific excellence within the remote research group.
Qualifications:
  • Ph.D. in Physics, Computer Science, Mathematics, or a closely related quantitative field.
  • Extensive experience in quantum information theory and quantum algorithm design.
  • Proficiency with quantum programming frameworks (e.g., Qiskit, Cirq, PennyLane).
  • Demonstrated ability to conduct independent research and lead research projects.
  • Strong publication record in reputable journals.
  • Excellent problem-solving, analytical, and critical thinking skills.
  • Exceptional communication and interpersonal skills for effective remote collaboration.
  • Experience in leading or mentoring research teams is highly desirable.
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Senior Quantum Computing Researcher - Algorithm Development

90100 Mumbuni KES250000 Annually WhatJobs

Posted 9 days ago

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full-time
Our client is at the forefront of quantum computing innovation and is seeking a highly accomplished Senior Quantum Computing Researcher to join their pioneering team. This is a fully remote position, offering an unparalleled opportunity to shape the future of computation from anywhere in the world. You will be instrumental in advancing the theoretical and practical aspects of quantum algorithms, focusing on their application in solving complex scientific and industrial problems. This role demands a deep theoretical foundation in quantum mechanics, computer science, and advanced mathematics, coupled with practical experience in quantum algorithm design and simulation. You will collaborate with leading minds in the field, pushing the boundaries of what is possible with quantum technology.

Responsibilities:
  • Conceptualize, design, and develop novel quantum algorithms for specific computational challenges.
  • Analyze the performance and scalability of quantum algorithms on various quantum hardware architectures.
  • Conduct theoretical research and publish findings in peer-reviewed journals and present at international conferences.
  • Collaborate with quantum hardware engineers to translate theoretical concepts into practical implementations.
  • Develop and utilize quantum simulation tools and frameworks to test and validate algorithms.
  • Mentor junior researchers and contribute to building a strong research culture within the remote team.
  • Stay abreast of the latest advancements in quantum computing, quantum information theory, and related fields.
  • Contribute to grant proposals and research funding applications.
  • Engage with external research institutions and industry partners to foster collaboration.
  • Translate complex quantum concepts into understandable explanations for diverse audiences.
Qualifications:
  • Ph.D. in Physics, Computer Science, Mathematics, or a related field with a specialization in quantum computing.
  • Minimum of 5-8 years of post-doctoral research experience in quantum algorithm development or quantum information theory.
  • Demonstrated expertise in quantum mechanics, linear algebra, and theoretical computer science.
  • Strong programming skills in Python, with experience using quantum computing libraries (e.g., Qiskit, Cirq, PennyLane).
  • Proven track record of impactful research, evidenced by publications in top-tier journals and conference presentations.
  • Experience with quantum programming and simulation environments.
  • Excellent analytical, problem-solving, and critical thinking skills.
  • Exceptional written and verbal communication skills, essential for remote collaboration and dissemination of research findings.
  • Ability to work independently, manage research projects, and drive innovation in a distributed environment.
This is a unique chance to make a significant contribution to a transformative technology, working remotely and contributing to the advancement of science from the vibrant landscape of Machakos, Machakos, KE .
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Lead AI/ML Engineer - Computer Vision

30200 Tuwan KES250000 Annually WhatJobs remove_red_eye View All

Posted 13 days ago

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full-time
Our client is seeking a highly skilled and innovative Lead AI/ML Engineer specializing in Computer Vision to join their cutting-edge research and development team. This is a fully remote position offering the opportunity to work on groundbreaking projects at the forefront of artificial intelligence. The ideal candidate will possess a strong foundation in machine learning, deep learning, and extensive experience in developing and deploying computer vision models.

Responsibilities:
  • Lead the design, development, and implementation of advanced computer vision algorithms and models for various applications.
  • Conduct research into state-of-the-art computer vision techniques and propose novel solutions to complex problems.
  • Develop and optimize deep learning models for tasks such as object detection, image segmentation, facial recognition, and image generation.
  • Collaborate with cross-functional teams, including software engineers and product managers, to integrate AI/ML solutions into products and services.
  • Manage and mentor a team of AI/ML engineers, providing technical guidance and fostering a collaborative environment.
  • Oversee the data collection, annotation, and preparation process for training computer vision models.
  • Implement robust testing and validation procedures to ensure the accuracy and reliability of AI models.
  • Stay abreast of the latest advancements in AI, machine learning, and computer vision research, and actively contribute to the technical roadmap.
  • Deploy and scale AI/ML models in production environments, ensuring performance and efficiency.
  • Write high-quality, well-documented code in languages such as Python.
  • Evaluate and select appropriate frameworks and tools for AI/ML development (e.g., TensorFlow, PyTorch).
  • Contribute to intellectual property and publish research findings where appropriate.
  • Troubleshoot and resolve complex technical issues related to AI/ML model performance and deployment.
Qualifications:
  • Ph.D. or Master's degree in Computer Science, Artificial Intelligence, Machine Learning, or a related quantitative field.
  • Minimum of 7 years of experience in AI/ML engineering, with a strong specialization in Computer Vision.
  • Proven track record of developing and deploying complex computer vision models in production environments.
  • Deep understanding of deep learning frameworks such as TensorFlow, PyTorch, or Keras.
  • Proficiency in Python and relevant libraries (e.g., OpenCV, NumPy, SciPy).
  • Experience with cloud platforms (AWS, Azure, GCP) for AI/ML workloads.
  • Strong knowledge of algorithms, data structures, and software engineering best practices.
  • Excellent problem-solving, analytical, and critical thinking skills.
  • Strong leadership and team management capabilities.
  • Exceptional communication and presentation skills, with the ability to explain complex technical concepts to diverse audiences.
  • Ability to work independently and collaboratively in a fully remote setting.
  • Experience with model optimization and deployment strategies is highly desirable.
This leading-edge remote role, supporting our client's advanced technology initiatives from **Eldoret, Uasin Gishu, KE**, offers an unparalleled opportunity to shape the future of AI and computer vision.
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Principal AI/ML Engineer (Computer Vision)

20100 Mwembe KES10000000 Annually WhatJobs

Posted 20 days ago

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full-time
Our client, a leading innovator in applied artificial intelligence and machine learning, is seeking a highly experienced and visionary Principal AI/ML Engineer with a specialization in Computer Vision to join their cutting-edge and fully remote research and development team. This senior role is critical for advancing our capabilities in areas such as image recognition, object detection, video analysis, and augmented reality. You will be responsible for designing, developing, and deploying state-of-the-art AI models and algorithms that solve complex real-world problems.

The ideal candidate possesses a deep theoretical understanding of machine learning, deep learning, and computer vision principles, coupled with hands-on experience in implementing and optimizing models for production environments. Your expertise will span across various AI frameworks (e.g., TensorFlow, PyTorch), programming languages (e.g., Python), and cloud platforms (e.g., AWS, Azure, GCP). You will lead research initiatives, mentor junior engineers, collaborate with product teams, and contribute significantly to the company's intellectual property. A strong publication record or contributions to open-source AI projects is highly desirable. This is an unparalleled opportunity to shape the future of AI in a collaborative, remote setting.

Key Responsibilities:
  • Lead the design, development, and implementation of advanced computer vision models and algorithms.
  • Conduct cutting-edge research in areas such as object detection, segmentation, image classification, and generative models.
  • Develop and deploy ML pipelines for training, evaluation, and inference in production environments.
  • Optimize model performance for scalability, efficiency, and real-time applications.
  • Collaborate with cross-functional teams to define project requirements and technical specifications.
  • Mentor junior AI/ML engineers and contribute to the team's technical growth.
  • Stay abreast of the latest advancements in AI, ML, and computer vision research and industry trends.
  • Contribute to the company's intellectual property through patents and publications.
  • Design and conduct experiments to validate new approaches and algorithms.
  • Troubleshoot and resolve complex technical challenges in AI/ML systems.
Required Qualifications:
  • Ph.D. or Master's degree in Computer Science, Artificial Intelligence, Machine Learning, or a related field with a specialization in Computer Vision.
  • Minimum of 8 years of professional experience in AI/ML engineering, with a significant focus on computer vision.
  • Proven track record of developing and deploying sophisticated CV models in production.
  • Expertise in deep learning frameworks such as TensorFlow, PyTorch, or similar.
  • Strong proficiency in Python and relevant libraries (e.g., OpenCV, Scikit-learn, NumPy).
  • Experience with cloud ML platforms and services (AWS SageMaker, Azure ML, GCP AI Platform).
  • Excellent analytical, problem-solving, and algorithmic design skills.
  • Strong communication and collaboration skills, with the ability to explain complex technical concepts clearly.
  • Ability to work independently and lead projects in a fully remote environment.
  • Demonstrated experience with large-scale datasets and distributed training.
This is a premier opportunity to drive innovation at the forefront of AI. The role is associated with Naivasha, Nakuru, KE , but is a fully remote position.
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Lead AI/ML Engineer (Deep Learning)

80100 Nairobi, Nairobi KES300000 Annually WhatJobs

Posted 20 days ago

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full-time
Our client is at the forefront of innovation and is seeking an exceptional Lead AI/ML Engineer specializing in Deep Learning to join their pioneering team. This is a fully remote position, offering the opportunity to work from anywhere within Kenya and contribute to groundbreaking advancements. The Lead AI/ML Engineer will be instrumental in designing, developing, and deploying state-of-the-art machine learning models and artificial intelligence solutions. You will lead the technical direction for deep learning projects, mentor junior engineers, and collaborate with product managers and data scientists to translate business requirements into scalable AI systems. Responsibilities include building and optimizing neural networks, developing robust data pipelines, implementing MLOps best practices, and evaluating model performance. The ideal candidate will possess a strong theoretical understanding of machine learning algorithms, extensive hands-on experience with deep learning frameworks (e.g., TensorFlow, PyTorch), and a proven ability to deliver complex AI solutions in production environments. This role demands exceptional problem-solving skills, a passion for cutting-edge technology, and the ability to thrive in a fast-paced, remote-first setting.

Responsibilities:
  • Lead the design, development, and deployment of deep learning models.
  • Architect scalable and efficient AI/ML systems and pipelines.
  • Implement and optimize neural networks for various applications.
  • Collaborate with cross-functional teams to define project requirements and goals.
  • Mentor and guide junior AI/ML engineers and data scientists.
  • Develop and maintain robust MLOps practices for model deployment and monitoring.
  • Evaluate model performance and iterate to achieve optimal results.
  • Stay abreast of the latest research and advancements in AI and deep learning.
  • Contribute to the company's AI strategy and technical roadmap.
Qualifications:
  • Master's or Ph.D. in Computer Science, Artificial Intelligence, Machine Learning, or a related quantitative field.
  • Minimum of 6 years of professional experience in AI/ML engineering, with a focus on deep learning.
  • Extensive experience with Python and ML libraries such as TensorFlow, PyTorch, and Keras.
  • Proven track record of successfully deploying complex ML models into production.
  • Strong understanding of algorithms, data structures, and software engineering principles.
  • Experience with cloud platforms (AWS, Azure, GCP) and distributed computing.
  • Excellent problem-solving, analytical, and communication skills.
  • Demonstrated leadership experience in managing technical projects.
  • Ability to work effectively in a fully remote team environment.
This is a unique opportunity to shape the future of AI and contribute to innovative solutions from a remote setting. Join a collaborative team and drive the next generation of intelligent systems.
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Senior AI/ML Engineer (Computer Vision)

01003 Gathiruini KES250000 Annually WhatJobs remove_red_eye View All

Posted 20 days ago

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full-time
Our client is actively seeking a highly skilled and experienced Senior AI/ML Engineer specializing in Computer Vision to join their cutting-edge, fully remote team. This role is central to developing and deploying advanced AI solutions that leverage visual data. You will be instrumental in designing, implementing, and optimizing machine learning models for tasks such as image recognition, object detection, video analysis, and scene understanding. The ideal candidate will have a strong background in computer vision algorithms, deep learning frameworks, and large-scale data processing. You will collaborate closely with product managers, data scientists, and other engineers to define project requirements, develop robust algorithms, and ensure the scalability and performance of AI systems. Responsibilities include conducting research into state-of-the-art computer vision techniques, prototyping new features, building and training complex neural networks, and deploying models into production environments. You will also be responsible for evaluating model performance, identifying areas for improvement, and implementing optimization strategies. Proficiency in Python and ML libraries like TensorFlow, PyTorch, or Keras is essential. Experience with cloud platforms (AWS, Azure, GCP) and big data technologies is highly desirable. We are looking for an innovative thinker with excellent analytical and problem-solving skills, capable of tackling complex technical challenges. This is a fully remote position, offering the flexibility to work from any location. While the operational context is related to Mlolongo, Machakos, KE , your role as a Senior AI/ML Engineer will be conducted entirely remotely, allowing access to a global talent pool. A Master's or Ph.D. in Computer Science, Artificial Intelligence, or a related field, along with a strong publication record or significant contributions to open-source projects, will be a strong asset. Join us to push the boundaries of AI and make a tangible impact.
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Remote AI/ML Engineer - Computer Vision

40100 Kisumu KES100000 Annually WhatJobs remove_red_eye View All

Posted 20 days ago

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full-time
Our client is a leader in applying cutting-edge artificial intelligence to solve complex problems and is seeking a talented Remote AI/ML Engineer specializing in Computer Vision to join their innovative, fully remote team. This role is pivotal in developing and deploying advanced machine learning models for image and video analysis. You will be responsible for the entire lifecycle of ML models, from data collection and preprocessing to model training, evaluation, and deployment. Key areas of focus include object detection, image segmentation, facial recognition, and video analytics. The ideal candidate possesses a strong theoretical understanding of machine learning algorithms, particularly deep learning techniques, and practical experience implementing them using frameworks like TensorFlow, PyTorch, or Keras. Proficiency in programming languages such as Python is essential. You will work with large datasets, requiring strong data wrangling and feature engineering skills. This is a remote position, demanding excellent self-management, proactive communication, and the ability to collaborate effectively with a distributed team of researchers and engineers. You will contribute to groundbreaking projects that push the boundaries of AI capabilities. The ability to troubleshoot complex technical challenges and optimize model performance for real-world applications is crucial. If you are passionate about computer vision, thrive in a remote work environment, and are eager to make a significant impact, we encourage you to apply. Your contributions will help shape the future of intelligent systems.

Responsibilities:
  • Design, develop, and implement machine learning models for computer vision tasks (object detection, segmentation, recognition, etc.).
  • Collect, clean, and preprocess large datasets for model training and evaluation.
  • Train, evaluate, and fine-tune deep learning models using frameworks like TensorFlow, PyTorch, or Keras.
  • Develop and maintain robust ML pipelines for data processing, training, and inference.
  • Optimize model performance for accuracy, speed, and resource efficiency.
  • Deploy ML models into production environments, collaborating with software engineers.
  • Research and stay abreast of the latest advancements in AI, ML, and computer vision.
  • Collaborate with cross-functional teams to define project requirements and deliverables.
  • Document model architectures, experiments, and results thoroughly.
  • Troubleshoot and resolve issues related to ML model performance and deployment.

Qualifications:
  • Master's or PhD in Computer Science, Artificial Intelligence, Machine Learning, or a related quantitative field.
  • Proven experience in developing and deploying computer vision models.
  • Strong theoretical and practical knowledge of deep learning techniques (CNNs, RNNs, Transformers).
  • Proficiency in Python and ML libraries (TensorFlow, PyTorch, Scikit-learn).
  • Experience with data augmentation, model optimization, and performance evaluation.
  • Familiarity with cloud platforms (AWS, Azure, GCP) and MLOps practices.
  • Excellent problem-solving, analytical, and critical thinking skills.
  • Strong communication and collaboration skills for remote teamwork.
  • Ability to work independently and manage projects effectively.
This is a fully remote role, supporting technological advancements in the region of Kisumu, Kisumu, KE .
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Senior AI/ML Engineer - Deep Learning

41100 Kisumu KES230000 Annually WhatJobs remove_red_eye View All

Posted 20 days ago

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full-time
Our client, a leader in AI innovation, is looking for a highly skilled and experienced Senior AI/ML Engineer specializing in Deep Learning to join their cutting-edge, fully remote team. You will be instrumental in designing, developing, and deploying advanced machine learning models and artificial intelligence solutions that drive groundbreaking products and services. This role requires a deep theoretical understanding of AI/ML algorithms, robust practical experience with deep learning frameworks, and the ability to translate complex business problems into AI-driven solutions. You will work collaboratively with a team of researchers, engineers, and product managers to push the boundaries of AI technology.

Key Responsibilities:
  • Design, develop, train, and deploy state-of-the-art deep learning models for various applications (e.g., computer vision, natural language processing, predictive analytics).
  • Conduct research into new AI/ML techniques and algorithms, evaluating their potential applications.
  • Preprocess and analyze large, complex datasets to extract valuable insights for model training.
  • Implement and optimize machine learning algorithms for scalability and performance.
  • Collaborate with software engineers to integrate AI/ML models into production systems and applications.
  • Develop and maintain robust ML pipelines and MLOps practices.
  • Evaluate and benchmark model performance, identifying areas for improvement and iteration.
  • Stay abreast of the latest advancements and research in AI, machine learning, and deep learning.
  • Document technical specifications, algorithms, and experimental results.
  • Mentor junior AI/ML engineers and contribute to the team's technical growth.
  • Participate in code reviews and provide constructive feedback.
  • Communicate technical findings and recommendations to both technical and non-technical stakeholders.

Qualifications:
  • Ph.D. or Master's degree in Computer Science, Artificial Intelligence, Machine Learning, Statistics, or a related quantitative field.
  • Minimum of 7 years of hands-on experience in developing and deploying AI/ML models, with a strong emphasis on deep learning.
  • Proficiency in Python and ML libraries/frameworks such as TensorFlow, PyTorch, Keras, Scikit-learn.
  • Strong understanding of various deep learning architectures (e.g., CNNs, RNNs, Transformers).
  • Experience with cloud platforms (AWS, Azure, GCP) and associated ML services.
  • Solid understanding of data structures, algorithms, and software engineering principles.
  • Experience with MLOps, model deployment, and monitoring is highly desirable.
  • Excellent analytical, problem-solving, and critical thinking skills.
  • Strong communication and collaboration skills, with the ability to work effectively in a remote team environment.
  • Published research in top-tier AI conferences or journals is a significant plus.
  • Experience with big data technologies (e.g., Spark, Hadoop) is beneficial.
This is a premier remote opportunity for a talented AI/ML Engineer to innovate and shape the future of artificial intelligence. The **Kisumu, Kisumu, KE** region offers a growing technological landscape, and this role allows remote contribution to global AI advancements.
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Lead AI/ML Engineer - Computer Vision (Remote)

00200 Ruiru, Central KES750000 Annually WhatJobs remove_red_eye View All

Posted 9 days ago

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full-time
Our client, a trailblazing company at the intersection of artificial intelligence and emerging technologies, is seeking an exceptional Lead AI/ML Engineer with a specialization in Computer Vision to join their cutting-edge, fully remote development team. You will play a pivotal role in architecting and implementing advanced AI solutions that push the boundaries of what's possible. This role is perfect for a visionary leader who thrives on tackling complex problems and guiding teams to deliver state-of-the-art machine learning models and applications.

Your responsibilities will include leading the design, development, and deployment of computer vision algorithms for a variety of applications, such as object detection, image segmentation, facial recognition, and video analysis. You will work with large-scale datasets, experiment with various deep learning frameworks (e.g., TensorFlow, PyTorch), and optimize models for performance and scalability. A key aspect of this role involves setting technical direction, mentoring junior engineers, conducting rigorous research, and staying ahead of the curve in AI/ML advancements. The ideal candidate possesses a strong theoretical foundation in machine learning and a proven track record of delivering impactful AI products. This is a remote-first position, emphasizing collaboration and communication across distributed teams.

Key Responsibilities:
  • Lead the design, development, and deployment of advanced computer vision models and AI solutions.
  • Architect and implement scalable machine learning pipelines for data processing, model training, and inference.
  • Research and apply state-of-the-art deep learning techniques and algorithms for image and video analysis.
  • Develop and optimize object detection, segmentation, classification, and tracking algorithms.
  • Manage and analyze large datasets for model training and evaluation.
  • Collaborate with software engineers to integrate AI models into production systems and applications.
  • Mentor and provide technical guidance to junior AI/ML engineers.
  • Stay current with the latest research and advancements in AI, machine learning, and computer vision.
  • Present technical findings and project progress to stakeholders.
  • Ensure ethical considerations and responsible AI practices are integrated into development.
  • Evaluate and select appropriate ML frameworks and tools for various projects.

Qualifications:
  • Ph.D. or Master's degree in Computer Science, Artificial Intelligence, Machine Learning, or a related quantitative field.
  • 5+ years of hands-on experience in developing and deploying AI/ML models, with a strong focus on Computer Vision.
  • Expertise in deep learning frameworks such as TensorFlow, PyTorch, or Keras.
  • Proficiency in Python and relevant libraries (e.g., OpenCV, NumPy, Scikit-learn).
  • Strong understanding of image processing techniques and computer vision principles.
  • Experience with cloud platforms (AWS, Azure, GCP) and ML deployment strategies.
  • Proven ability to lead technical projects and mentor team members.
  • Excellent analytical, problem-solving, and critical thinking skills.
  • Exceptional communication and collaboration skills, suitable for a remote team.
  • Publications in top-tier AI/ML conferences or journals are a significant plus.

This exciting remote role is conceptually based in Ruiru, Kiambu, KE . If you are a leader in AI and passionate about creating groundbreaking technology, we want to hear from you.
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