דרושים » תוכנה » PhD Algorithms Developer Crypto Blockchain

Requirements:
MSc or PhD in Computer Science, Engineering, Physics, or a related field.
5+ years of professional experience developing Deep Learning and Computer Vision algorithms.
3+ years of experience in software development with strong Python programming skills.
Ability to deliver production-quality code using software engineering best practices.
Hands-on expertise with PyTorch or TensorFlow.
Robust understanding of CNNs - theory, architectures, and optimizers.
Solid grasp of classic computer vision techniques and image processing methods.
Knowledge in 3D representation and toolkits - strong advantage.
Experience in one or more of the following areas: object detection, segmentation, pose estimation, robotics or 3D graphics.
Independent, fast learner and resourceful team player, self-motivated and loves solving complex problems.
Excellent communication skills in English and a collaborative, can-do attitude.

Requirements:
3+ years in algorithm development, applied data science, or optimization.
Strong Python skills (PySpark and pandas a plus).
Solid foundations in algorithms, optimization, and statistics.
Experience applying classic ML methods (scikit-learn: regression, forecasting, anomaly detection, or similar).
Proficiency with SQL and working with large datasets.
Ability to turn high-level product ideas into concrete algorithmic designs.
Strong communication skills for collaboration with Product and Engineering.

Requirements:
Experience developing large scale systems. Experience with filesystems, server architectures, distributed systems, SQL and No-SQL. Experience with Spark and Airflow / other orchestration platforms is a big plus.
Highly skilled in software engineering methods. 5+ years experience.
Passion for ML engineering and for creating and improving platforms
Experience with designing and supporting ML pipelines and models in production environment
Excellent coding skills in Java & Python
Experience with TensorFlow a big plus
Possess strong problem solving and critical thinking skills
BSc in Computer Science or related field.
Proven ability to work effectively and independently across multiple teams and beyond organizational boundaries
Deep understanding of strong Computer Science fundamentals: object-oriented design, data structures systems, applications programming and multi threading programming
Strong communication skills to be able to present insights and ideas, and excellent English, required to communicate with our global teams.
Bonus points if you have:
Experience in leading Algorithms projects or teams.
Experience in developing models using deep learning techniques and tools
Experience in developing software within a distributed computation framework.

Requirements:
* A Masters or Ph.D. in Computer Science, Engineering, Mathematics, or a related field.
* 5+ years of industry experience in developing and productizing computer vision and deep learning algorithms.
* 3+ years of experience working on major AI vision problems in detection, classification, and segmentation with a proven track record of successfully leading algorithm teams
* Hands-on research and industry experience with a proven track record
* Experience in managing different algorithm team members such as ML & CV developers
* Experience with Major Deep Learning Frameworks (such as PyTorch, TensorFlow, etc.).
* Experience in the fields of: Semi-supervised learning/ Unsupervised learning/ Active learning/ Reinforcement learning/ Radiance fields/ Tracking / Identification / Image Retrieval / Anomaly Detection / Pose Estimation / OCR - Advantage
Attributes:
* Comfortable in unexplored territory.
* Possess the skill to break down intricate problems into manageable parts, followed by proposing effective and actionable solutions.
* Maintain a steadfast focus on delivering not just insights but actionable results that have a measurable impact on the project or the organization
* Good communication skills with a can-do attitude.
* Agility and multitasking, Independent and self-motivated.
* Good time management, task prioritization skills, and accountability.
* Excellent English.
 
Why us: Pioneer Advanced Solutions: Harness cutting-edge technologies in AI, Machine Learning, and computer vision to revolutionize vehicle inspections. Drive Global Impact: Your innovations will play a crucial role in enhancing automotive safety and reliability, impacting lives and businesses on an international scale. Career Growth Opportunities: Participate in a journey of rapid development, surrounded by groundbreaking advancements and strategic industry partnerships.

Requirements:
What we need to see:
MSc/PhD in Computer Science, Electrical Engineering, or a closely related field.
At least 3 years of proven experience in deep learning research or applied research.
At least one publication in a top-tier AI/ML conference (e.g., NeurIPS, ICLR, ICML).
Deep understanding of LLM architectures coupled with hands-on experience in training large-scale models.
Excellent programming skills, particularly in Python and deep learning frameworks like PyTorch, and experience with software engineering best practices.
A strong problem-solving mentality and a proactive demeanor, driven by the ambition to deliver solutions with real-world impact.

Ways to stand out from the crowd:
Hands-on research experience in LLM inference optimization algorithms such as speculative decoding or parallelization strategies.
Proven experience with High-Performance Computing (HPC) environments, including training or running inference on large-scale GPU clusters (tens to hundreds of GPUs).
Deep familiarity and experience with popular LLM inference systems (e.g., vLLM, TensorRT-LLM).
Experience from a world-class industrial research group or a top-tier institution.

Requirements:
10+ years of experience in computer vision or algorithm development, with a focus on practical, production deployment.

5+ years working specifically with 3D data, spatial algorithms, and geometry-based approaches.

Strong proficiency in Python. experience in C++, Swift, Java, or Kotlin as an advantage.

Deep understanding of 3D geometry, camera models, calibration, SLAM, and coordinate systems.
Familiarity with AR frameworks (ARKit, ARCore) and libraries such as Open3D, PCL, or similar.

Proven track record of optimizing algorithms for real-time, mobile, and resource-constrained environments.

Experience with rendering pipelines and 3D visualization.

Excellent collaboration skills with the ability to work across AI, product, and engineering teams.

BSc, MSc, or PhD in Computer Science, Electrical Engineering, or a related field.

Requirements:
Bachelor's degree in Computer Science, Information Systems, or related field.
Proven experience as a BI Developer or similar role for at least 2 years, with a focus on data modeling, ETL development, and data visualization.
Proficiency in SQL and experience working with relational databases (e.g., MySQL, PostgreSQL, SQL Server).
Experience with BI tools and platforms such as Tableau, Power BI, or Looker.
Strong analytical and problem-solving skills, with the ability to translate complex data into actionable insights.
Excellent communication and interpersonal skills, with the ability to effectively collaborate with cross-functional teams.
Passion for gaming and a deep understanding of the gaming industry and player behavior is a plus.

Requirements:
Requirements:
BA or B.Sc in Computer Science or an equivalent field.
5+ years of hands-on experience in SW development.
Strong proficiency in at least one backend programming language (Java, Python).
Strong understanding of object-oriented programming, design patterns, and clean code principles.
Familiarity with database systems (SQL/NoSQL) and query optimization techniques.
Proven experience of cloud platforms (AWS, Azure, GCP) and microservices architecture.
Strong understanding of REST API.
Excellent problem-solving skills and a proactive attitude.
Strong communication skills and the ability to collaborate in a team environment.

Advantages:
Experience with Spring Boot and the Spring Framework ecosystem
Experienced with JPA (Hibernate advantage)
Experience with streaming or messaging services (Kafka, RabbitMQ)
Knowledge of monitoring tools such as Grafana, Prometheus, or ELK Stack
Hands-on experience with containerization and orchestration (Docker, Kubernetes)
Familiarity with big data technologies like Apache Flink or Spark
Experience in performance optimization and distributed systems

Requirements:
B.Sc. or M.Sc. in Computer Science, Statistics, Mathematics, or a related field
5+ years of experience in implementing machine learning algorithms
Strong understanding of ML concepts, including deep learning
Proficient in Python and experienced in bringing ideas to production, including coding, testing, and monitoring
Excellent communication skills and working fluency in English
Pragmatic problem solver who knows to choose the most practical solution not the most popular one