דרושים » אלגוריתמים » Machine Learning team lead

29/04/2025
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4 ימים
Location: Caesarea and Tel Aviv-Yafo
Job Type: Full Time and Hybrid work
We are looking for a Machine Learning (ML) Application Engineering team lead to drive the development of cutting-edge reference applications in Computer Vision and Large Language Models (LLMs).
As a team lead, you'll manage a group of four talented engineers, guiding the design and implementation of robust ML pipelines used for both internal benchmarking and customer-facing solutions.

What Youll Do:
- Lead and mentor a team of 4 ML engineers focused on individual application areas.
- Design and implement end-to-end ML pipelines, from research to deployment.
- Collaborate with R D and engineering teams to benchmark ML models on proprietary hardware platforms.
- Oversee performance evaluations, ensuring solutions are optimized for real-world use.
- Ensure synchronization across team members and drive project delivery.
Requirements:
BSc or MSc in Computer Science, Computer Engineering, or a related field.
3+ years of experience leading ML teams in a production environment.
Strong hands-on experience with Python and frameworks like TensorFlow or PyTorch.
Proven ability to take ML models from open-source code to production deployment.
Familiarity with performance evaluation tools for hardware/software platforms.
Excellent leadership, mentoring, and communication skills.
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2 ימים
Meta
Location: Tel Aviv-Yafo
Job Type: Full Time
Meta is embarking on the most transformative change to its business and technology in company history, and our Machine Learning Engineers are at the forefront of this evolution. By leading crucial projects and initiatives that have never been done before, you have an opportunity to help us advance the way people connect around the world.

The ideal candidate will have industry experience working on a range of recommendation, classification, and optimization problems. You will bring the ability to own the whole ML life cycle, define projects and drive excellence across teams. You will work alongside the worlds leading engineers and researchers to solve some of the most exciting and massive social data and prediction problems that exist on the web.
Software Engineer, Machine Learning Responsibilities
Play a critical role in setting the direction and goals for a sizable team, in terms of project impact, ML system design, and ML excellence
Adapt standard machine learning methods to best exploit modern parallel environments (e.g. distributed clusters, multicore SMP, and GPU)
Re-evaluate the tradeoffs of already shipped features/ML systems, and you are able to drive large efforts across multiple teams to reduce technical debt, designing from first principles when appropriate
Leading a team from a technical perspective to develop ML best practices and influence engineering culture
Be a go-to person to escalate the most complex online/production performance and evaluation issues, that require an in depth knowledge of how the machine learning system interacts with systems around it
Develop highly scalable classifiers and tools leveraging machine learning, data regression, and rules based models
Suggest, collect and synthesize requirements and create effective feature roadmap
Code deliverables in tandem with the engineering team
Requirements:
Minimum Qualifications
Experience in software engineering, or a relevant field
Experience in one or more of the following areas: machine learning, recommendation systems, pattern recognition, data mining, artificial intelligence, or related technical field
Experience with scripting languages such as Python, Javascript or Hack
Experience leading major initiatives successfully
Experience building and shipping high quality work and achieving high reliability
Experience with developing machine learning models at scale from inception to business impact
Knowledge developing and debugging in C/C++ and Java, or experience with scripting languages such as Python, Perl, PHP, and/or shell scripts
Experience demonstrating technical leadership working with teams, owning projects, defining and setting technical direction for projects
Experienced in utilizing data and analysis to explain technical problems and providing detailed feedback and solutions
Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience.
Preferred Qualifications
Masters degree or PhD in Computer Science or a related technical field
Exposure to architectural patterns of large scale software applications
Experience with scripting languages such as Pytorch and TF
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1 ימים
ironSource
Location: Tel Aviv-Yafo
Job Type: Full Time
SuperSonic by Unity is seeking a highly skilled Senior Machine Learning Engineer to join our dynamic Data Department. In this role, you'll work with petabyte-scale data to design, develop, and deploy state-of-the-art machine learning pipelines and systems. You'll build robust ML infrastructure using AWS services and orchestrate processes with Apache Airflow. If you're a passionate problem solver with a commitment to excellence and thrive in a collaborative environment, SuperSonic by Unity offers a unique opportunity to make a significant impact. Here, your expertise will drive innovation and help shape the future of machine learning, all while working on groundbreaking projects at a massive scale.

What you'll be doing
End-to-End Project Ownership: Take charge of feature design from concept through to deployment, ensuring robust, scalable solutions in a complex and dynamic environment.
Pipeline & Infrastructure Development: Architect and implement advanced machine learning pipelines that efficiently manage and process massive data volumes.
Collaboration & Teamwork: Embrace a team-first mindset"there is no I in team"actively supporting your peers while continuously learning and striving for excellence.
Problem Solving: Utilize your analytical skills to navigate technical challenges and deliver high-quality results on schedule, all while taking full ownership of your projects.
Requirements:
What we're looking for
4+ years as a Machine Learning Engineer.
6+ years of programming experience in Python, Java, or Scala.
4+ years of experience with AWS and general DevOps practices.
Deep understanding of distributed systems, object-oriented programming, and design patterns.
Proficiency with distributed compute frameworks such as Spark, Dask, or Ray.
Hands-on expertise in designing, training, and deploying machine learning models.
Proven experience in building data pipelines using Apache Airflow.
Familiarity with MLOps practices and open source ML libraries (e.g., MLflow, CatBoost, LightGBM, XGBoost, scikit-learn, NumPy, Pandas).
Hands-on experience with microservices architecture, cloud technologies, and containerization tools like Docker and Kubernetes.
You might also have
Bachelor's or Master's degree in Computer Science or a related field is advantageous.
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1 ימים
ironSource
Location: Tel Aviv-Yafo
Job Type: Full Time
Aura from Unity, a cutting-edge large-scale mobile platform, is seeking a highly skilled and experienced Senior Machine Learning Engineer to join our dynamic AI team. The ideal candidate will have a strong background in machine learning, data engineering, and software engineering, and will be responsible for leading the design, development, and deployment of cutting-edge machine learning pipelines and systems.
What you'll be doing
System Design and Architecture: Develop and maintain robust, scalable, and efficient ML pipelines including data collection, preprocess, and analyze large datasets to facilitate model training, evaluation and monitoring.
Research and Innovation: Stay current with the latest advancements in machine learning and AI, and apply innovative techniques to improve model performance and application.
Mentorship and Leadership: Provide technical guidance and mentorship to junior engineers and data scientists, and lead project teams to successful completion.
Cross-Functional Collaboration: Work closely with data scientists, software engineers, architects and product managers to integrate machine learning solutions into production systems.
Requirements:
What we're looking for
Proficiency in programming languages such as Python or Java/Scala and experience with ML frameworks such as TensorFlow, PyTorch, and Scikit-Learn.
Hands on experience in streaming technologies (Kafka, Kinesis, SQS)
Expert in big data processing frameworks such as Apache Spark, Trino, Ray, Dask.
Data Lake management knowledge: table formats (Iceberg, Delta). Data-warehouses (Redshift, Big Query, Snowflake)
MLOps systems - Model registry, Experiment Tracking (MLFlow, W&B), Feature Store management (Feast, Tecton), Workflow management (Kubeflow, Airflow), Serving platform (Seldon Core, KServe, Ray Serve, Sagemaker).
Knowledge of microservices architecture and event-driven design.
You might also have
Proficiency with cloud platforms such as AWS, Google Cloud Platform, or Azure, and experience with containerization technologies like Docker and Kubernetes.
Understanding of statistical modeling, machine learning algorithms, data structures, and data analysis techniques.
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1 ימים
Meta
Location: Tel Aviv-Yafo
Job Type: Full Time
The Reality Labs team at Meta is looking for Lead Computer Vision Engineers to support our engineering teams as we build towards our goal of helping more people around the world come together and connect through world-class Augmented, Mixed and Virtual Reality and on-the-go hardware and software. With global departments dedicated to AR, MR, and AI research, computer vision, haptics, social interaction, and more, we are committed to driving the state-of-the-art forward through relentless innovation. AR, MR and AI potential to change the world is immense -- and we're just getting started.


Meta is building the Metaverse, the "spatial internet" where immersive virtual worlds will coexist with the real world. Augmented and Mixed reality will transform the way people come together to interact, work and play. By developing new hardware and software products capable of understanding the real world and the user within their environment, we aim to make it possible for people to interact with content in their environment and share it with others.


Our Reality Labs division explores, develops and delivers cutting-edge technologies that serve as the foundations for the Metaverse and other future Reality Labs products, such as Oculus headsets, future AR glasses and our FB Family of Apps (Messenger, Instagram, WhatsApp). From Visual Localization, SLAM, 3D reconstruction, Context/Semantic Understanding, Mapping, Tracking, and Sensor Fusion, our team is focused on taking new technologies from early concept to the product level while iterating, prototyping, and realizing the human value and new experiences they open up.
Computer Vision Engineer (Leadership) Responsibilities
Lead the design and development of novel computer vision and/or, machine learning algorithms in areas such as: real-time scene and object tracking, reconstruction and understanding, location and SLAM, a3D stereo and volumetric reconstruction
Play a critical role in the definition and execution of long-term roadmaps in partnership and cross functional organizations in computer vision, machine learning, AI, graphics, sensors, optics, and silicon
Lead and collaborate with multidisciplinary engineering and research teams to develop technologies from early exploration and incubation to production
Develop prototypes for future VR/AR/MR/AI experiences, drive continued development, and integrate robust solutions into products
Be a go-to person to escalate the most complex online / production performance and evaluation issues that require an in depth knowledge
Participate in cutting edge research in computer vision that can be applied to AR/VR product development
Define projects for other engineers to possibly solve and achieve impact based on your direction
דרישות:
Minimum Qualifications
Prototyping and engineering experience in at least one relevant specialization area in either Computer Vision or Machine Learning: SLAM, State Estimation, Sensor Fusion, Generative models such as GANs, Pose estimation: Body, Facial, Hand or Eye Tracking, Dense 3D reconstruction, Object detection, segmentation and tracking Scene understanding/Semantic Segmentation, Photorealistic rendering, Factory, HW, Camera or Online Calibration
MSc degree in Computer Science, Computer Vision, Machine Learning, or related technical field
Experience in driving large cross-functional/industry-wide engineering efforts
Experience in mentoring/influencing lead engineers across organizations
Experience communicating and working across functions to drive solutions
Preferred Qualifications
PhD degree in Computer Science, Computer Vision, Machine Learning, Robotics or related technical field.
Industry experience working on projects such as: real-time SLAM and 3D reconstruction, sensor fusion and active depth sensing, object and body tracking and pose estimation, and/or image processing. Image and/or semantic segmentation, 2D and 3D key point estimation and surface reconstruction, depth estimation המשרה מיועדת לנשים ולגברים כאחד.
 
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2 ימים
Meta
Location: Tel Aviv-Yafo
Job Type: Full Time
Augmented and Virtual reality will transform the way people come together to work and play. By developing new hardware and software products capable of understanding human appearance, movement and expression, we aim to make it possible for people to feel like they are directly in front of each other, despite being separated by vast distances. By developing new products capable of understanding the human environments, we will enable a metaverse where people can share virtual experiences which interact seamlessly with the real world.

Our XR Tech organization in Tel-Aviv is focused on research and development of machine perception technologies from early concepts to production level across all of Metas RL products and surfaces including AR/VR products and Family of Apps (Facebook, Instagram, Messenger, WhatsApp). We develop core capabilities across a range of product domains including mixed reality, scene and object understanding, world-scale mapping, avatars, AR/VR remote presence / calling, digital fashion, AR Sharing, and more.

Your job will be to both manage and partner with groups working across the full spectrum from research to product development, managing our technical investment portfolio supporting Tracking and SLAM for AR/VR products across different timelines. You will oversee and be responsible for a broad array of state-of-the-art technology areas and product integrations. Prospective candidates should have sufficient technical depth and breadth in the associated set of technologies to make portfolio management, resourcing and roadmap decisions.
Engineering Manager, Computer Vision Responsibilities
Leading an organization comprised of applied scientists and engineers from prototyping across development and integration of advanced systems relying heavily on Computer Vision and Machine Learning technologies.
Owning the development of system requirements, and collaborating with respective teams to mature and integrate technologies necessary to create product architectures that can deliver these requirements.
Engaging cross-functionally with other researchers and engineers to develop concepts that advance the entire product pipeline across hardware, software, integration, infrastructure, and applications.
Champion engineering and operational excellence, establishing metrics and processes for regular assessment and improvement.
Recruit world-class talent and provide technical leadership and guidance to both your team members and your project peers.
Set clear expectations and create a positive work environment based on accountability, in collaboration with the engineering and management teams.
Coordinating with research, user research, art, partnership and legal to both define and execute technology development with key partners & suppliers.
Operate strategically and tactically. Working closely with various organizations to define and execute the long-term strategies and roadmaps and help set direction while staying on top of the day to day software development.
Provide technical leadership and guidance to both your team members and your project peers.
Requirements:
BS degree in Engineering, Physics, Computer Science or equivalent experience.
Experience of people management in multi-disciplinary global teams at the intersection of tech and product, including building performing teams and organization.
Experience supporting an engineering and research organization through technical leadership.
Demonstrated experience in recruiting and managing technical teams, including performance management.
Experience in managing teams productizing Computer Vision or AI/Machine Learning technologies from conception to end.
Leadership and interpersonal communication experience in working across many disciplines, driving best practices, and mentoring team members.
Technical experience in leading teams/projects in one or more of the technical domains of machine perception (i.e., machine vision, deep learning
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2 ימים
Meta
Location: Tel Aviv-Yafo
Job Type: Full Time
Meta is embarking on the most transformative change to its business and technology in company history, and our Machine Learning Engineers are at the forefront of this evolution. By leading crucial projects and initiatives that have never been done before, you have an opportunity to help us advance the way people connect around the world.

The ideal candidate will have industry experience working on a range of recommendation, classification, and optimisation problems. You will bring the ability to own the whole ML life cycle, define projects and drive excellence across teams. You will work alongside the worlds leading engineers and researchers to solve some of the most exciting and massive social data and prediction problems that exist on the web.
Software Engineer, Machine Learning Responsibilities
Leading projects or small teams of people to help them unblock, advocating for ML excellence
Adapt standard machine learning methods to best exploit modern parallel environments (e.g. distributed clusters, multicore SMP, and GPU)
Develop highly scalable classifiers and tools leveraging machine learning, data regression, and rules based models
Suggest, collect and synthesize requirements and create effective feature roadmaps
Code deliverables in tandem with the engineering team
Requirements:
Minimum Qualifications
Experience in one or more of the following areas: machine learning, recommendation systems, pattern recognition, data mining, artificial intelligence, or a related technical field
Experience with Hadoop/HBase/Pig or MapReduce/Sawzall/Bigtable/Hive/Spark
Knowledge developing and debugging in C/C++ and Java, or experience with scripting languages such as Python, Perl, PHP, and/or shell scripts
Expert knowledge developing production level ML products
Track record of setting technical direction for a team, driving consensus and successful cross-functional partnerships
Preferred Qualifications
Experience with filesystems, server architectures and distributed systems
Exposure to architectural patterns of large scale software applications
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3 ימים
SimilarWeb
Location: Tel Aviv-Yafo
Job Type: Full Time
At Similarweb, we are revolutionizing the way businesses interact with the digital world by revealing to them everything that happens online.

Our unique data and solutions empower over 5,000 customers globally, including industry giants like Google, eBay, and Adidas, to make game-changing decisions that drive their digital strategies.

In 2021, we went public on the New York Stock Exchange, and we continue to reach new heights! Come work alongside Similarwebbers across the globe who are bright, curious, practical and good people.

We are looking for a Data Engineering Team Lead to drive the development and optimization of our data infrastructure.

Why is this role so important at Similarweb?
In this role, you will lead a team of data engineers, collaborating closely with cross-functional teams to design, build, and maintain scalable, efficient, and reliable data solutions. You will be responsible for architecting and implementing data pipelines, integrating complex data models, and ensuring data integrity to support business intelligence and analytics needs.




So, what will you be doing all day?

Lead & Mentor: Provide technical leadership and mentorship, setting clear goals, fostering innovation, managing stakeholders and guiding the professional growth of the team.
Data Infrastructure Development: Design and enhance scalable data architectures and pipelines to support current and future business needs.
ETL & Data Processing: Develop and maintain ETL processes, integrating data from various sources (APIs, databases, external platforms) using Python, SQL, and cloud technologies.
Cloud & Big Data Technologies: Implement solutions using PySpark, Databricks, Airflow, and cloud platforms (AWS) to process large-scale datasets efficiently.
Monitoring & Optimization: Ensure system reliability, observability, and performance using monitoring, logging, and alerting tools.
Collaboration & Stakeholder Engagement: Work closely with BI analysts, business stakeholders, and cross-functional teams to define data requirements and enable self-service BI capabilities.
Data Modeling: Design and maintain logical and physical data models to support analytics and operational needs.
Requirements:
This is the perfect job for someone who:

Education & Experience:
BSc in Computer Science, Engineering, or equivalent practical experience.
5+ years of experience in data engineering, with 2+ years in a leadership role.
Technical Expertise:
Strong SQL skills and experience designing scalable and reliable data architectures.
Expertise in building data pipelines and workflows with tools like Airflow, DBT, and Databricks.
Experience with cloud-based data warehouses such as Snowflake, Redshift, BigQuery, or Databricks.
Proficiency in Python for data engineering and automation.
Familiarity with infrastructure-as-code tools like Terraform, Kubernetes (K8s), Docker, or Nomad.
Soft Skills:
Strong problem-solving abilities and a passion for learning new technologies.
Excellent communication and collaboration skills, with the ability to work independently and in a team.
Big Advantage:
Experience in full-stack development (JavaScript, React, Node.js).
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4 ימים
Check Point
Location: Tel Aviv-Yafo
Job Type: Full Time and Hybrid work
Join us at Check Point Software Technologies as a Software Development Team Lead and play a pivotal role in revolutionizing how organizations defend against cyber threats.

As part of our team, you'll not only lead a group of talented individuals in developing cutting-edge cybersecurity solutions but also have the opportunity for personal and professional growth within our company. We believe in investing in our employees' development and offer opportunities for advancement as we continue to innovate and expand our reach in the cybersecurity industry.

If you're passionate about innovation, driven by excellence, and eager to make a difference in the ever-evolving world of cybersecurity, we want to hear from you.

Key Responsibilities
Lead and manage a team of professional Software Developers, providing direction, guidance, and mentorship.
Collaborate with cross-functional teams to define project requirements and objectives, ensuring alignment with company goals.
Drive the development and implementation of innovative cybersecurity solutions, leveraging emerging technologies and industry best practices.
Monitor project progress and performance, identifying risks and implementing mitigation strategies as needed.
Foster a culture of innovation, collaboration, and continuous improvement within the team.
Requirements:
Bachelor's degree in Computer Science, Engineering, or related field.
4+ years of experience in software development, with 2+ years in a leadership or management role.
Strong leadership abilities, with a proven track record of successfully leading and managing high-performing teams.
Excellent communication and interpersonal skills, with the ability to collaborate effectively with cross-functional teams.
Results-oriented mindset, with a focus on delivering high-quality solutions on time.
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2 ימים
Meta
Location: Tel Aviv-Yafo
Job Type: Full Time
Meta is seeking Research Scientists, at all experience levels, to join our Fundamental AI Research (FAIR) team, an organization focused on making research breakthroughs in AI. Individuals in this role are expected to be world-leading experts in research areas such as ML theory, responsible AI, reinforcement learning, computer vision, audio, and/or NLP. To learn more about our research, visit https://ai.meta.com/.
Research Scientist - FAIR Responsibilities
Perform research to advance the science and technology of intelligent machines.
Perform research that enables learning the semantics of data (images, video, text, audio, codegen, and other modalities).
Work towards long-term ambitious research goals, while identifying immediate milestones.
Influence progress of relevant research communities by producing publications.
Open source high quality code and produce reproducible research.
Requirements:
Minimum Qualifications
Currently has or is in the process of obtaining a PhD degree in the field of Computer Science, relevant technical field, or equivalent practical experience. Degree must be completed prior to joining Meta.
Research background in machine learning, artificial intelligence, computational statistics, applied mathematics, or related areas.
Research publications reflecting experience in theoretical or empirical research.
Experience in developing and debugging in Python or similar programming languages.
Experience in analyzing and collecting data from various sources.
Must obtain work authorization in country of employment at the time of hire, and maintain ongoing work authorization during employment.
Preferred Qualifications
Research and engineering experience demonstrated via grants, fellowships, patents, internships, work experience, and/or coding competitions.
First-authored publications at peer-reviewed conferences, such as ICML, NeuRIPS, ACL, EMNLP, ICLR, FacCT, CCS, IEEE S&P, and other similar venues
Experience solving complex problems and comparing alternative solutions, tradeoffs, and diverse points of view to determine a path forward.
Experience collaborating in a team environment on research projects
Experience communicating research for public audiences of peers.
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