דרושים » תוכנה » Deep Learning team leader

Were seeking a future team member for the role of AI RESEARCHER to join our AI HUB team. This role is located in TEL AVIV, ISRAEL (hybrid).

In this role, youll make an impact in the following ways:
Algorithmic Development and Mathematical Analysis.
Engage in the in-depth study and modification of algorithms that power Large Language Models.
Deep mathematical understanding of natural language processing techniques, model architectures, and optimization strategies is essential for refining or creating more efficient and effective models.
Technology Review and Benchmarking.
Keep abreast of the latest advancements in the Large Language Model landscape by continuously reviewing state-of-the-art technologies and frameworks.
Identify performance bottlenecks and operational limitations in existing systems, offering technological insights that can steer the development of next-generation models.
Conceptual Innovation and Prototyping.
Dedicate efforts to crafting novel methods and algorithms aimed at pushing the boundaries of what Large Language Models can accomplish.
Translate theoretical breakthroughs into testable prototypes, collaborating with engineering teams to evaluate their real-world applicability and scalability.

We are looking for experienced, creative and impact-oriented Algorithm Developers to join our team!

As an Algorithm Developer you will be responsible for building the algorithms powering our platform and our consumer applications (Wordtune Suite). You will be part of a multi-disciplinary team that also includes engineers and product professionals, all working together to bring our products to life.

You will take part in the full life cycle of our development process, deeply understand the problem we are solving, come up with algorithmic approaches for solving these problems, devise strategies for collecting necessary training data, train and evaluate large language models and other machine learning models and also be in charge of deploying these solutions in production.

ROLE AND RESPONSIBILITIES
Build the algorithms that power our various products
Develop production-grade solutions to challenging product-driven NLP tasks by combining deep language models, classical ML/NLP and algorithms
Collaborate with product, sales and customer success teams to define success criteria and translate them into quantitative measures and objectives
Devise innovative strategies for collecting training and evaluation data
Train and evaluate models in realistic production scenarios
End-to-end ownership of the algorithmic components of our products, from design, through implementation and monitoring in production

We are looking for exceptional talent to join our algorithm team as a Tech lead.
As a Tech lead, you will be responsible for designing, planning, and leading the POC research in order to improve both our camera outputs - intensity and depth images.
Your Day to Day:
Participating in high-level algorithm pipeline architecture definition/planning
Participating in defining detailed requirements for each algorithmic module
Leading POC research end to end from kickoff, through planning, algo development (guiding researchers / hands-on), and reviewing reports.
Guide and develop various algorithmic blocks in ISP (image signal processing) and Computer Vision domains, based on SWIR images
Continuous tracking of POC through Jira against the plan timeline
Developing and implementing infrastructure in POC pipeline code in Python
Review GIT PR (pull request) of the POC pipeline
Support other teams in terms of performance analysis and algorithm pipeline debugging.

As a senior computer vision engineer, you will be part of an elite group in the field of AI microscopy and hematology. Our computer vision team is responsible for solving the most challenging tasks in microscopy image analysis. You and your colleagues will research and develop new AI models to analyze thousands of cells, build new infrastructure for on-premise inference, and collect vast labeled data to provide a clinical-grade solution that runs in real time.

Your responsibilities will include:

Continually bringing new knowledge, experience, ideas, and best practices to the team
Implementing AI based on classic computer vision and deep learning, writing clear and efficient code in Python for smooth productization
Continually improving the teams internal research methods and tools
Supporting team members with their research
Take part in defining team data needs
Collaborating with physics, software, and data teams

The teams main responsibilities are developing the customer-facing products, enhancing medical workflows, integrating with our AI solutions, and growing our products scale both on technical aspects as well as scaling our product offerings.

Responsibilities
Play a pivotal role as the Tech Lead within our highly skilled development team.
You will have a leading role, central responsibility and will be the owner for the design and development of many of our customer-facing components and projects (both frontend, backend and databases).
Setting development standards and processes and making sure the team reaches outstanding results.
Take on end-to-end ownership of product features and infrastructure, guiding them from ideation to deployment, collaborating closely with Product, UX and technical stakeholders to transform conceptual ideas into tangible solutions.
Demonstrate expertise and mentorship qualities, promoting standardization in development practices.
Enjoy a level of trust, autonomy, and influence to shape solutions and drive technical decisions, contributing significantly to growth in this critical role.

We are looking for a passionate and experienced Team Lead to steer our data pipeline efforts and guide a talented team of software engineers.
As the Team Lead for our Data Pipeline, you will play a pivotal role in architecting and implementing high-performance data processing solutions that can handle the scale and speed required by IoT applications. You will lead a team of software engineers, fostering a collaborative environment that encourages innovation and continuous improvement.
Your leadership will ensure the successful execution of projects that meet our technical and business objectives, delivering reliable and efficient data to our clients.
Responsibilities:
Lead the design, development, and maintenance of scalable and high-throughput data pipelines to support data processing needs.
Manage and mentor a team of software engineers, promoting best practices in coding, testing, and deployment.
Collaborate with cross-functional teams to understand data requirements and translate them into technical solutions.
Drive the adoption of cutting-edge technologies and methodologies to enhance the performance and scalability of our data processing systems.
Ensure the integrity, availability, and security of data within our pipeline, implementing robust data governance and compliance measures.
Monitor system performance, identify bottlenecks, and implement optimizations to improve data processing efficiency.
Stay abreast of industry trends and advancements in big data processing and technologies, integrating new tools and techniques to maintain our competitive edge.
Foster an environment of innovation and experimentation, encouraging team members to explore new ideas and technologies.

We are looking for an experienced Tech Lead to join our team and help grow and scale our AI Assistant for eCommerce Product.
What youll be doing:
Hands-on Development of our main product-line. Our stack includes Python, open source and cloud data-tools (BigQuery, Redis, Postgres) in a microservices architecture.
Leading The Team: Mentor, inspire and lead a team of talented engineers, fostering a culture of collaboration and innovation.
System Architecture: Architect and design complex systems, ensuring scalability, reliability, and maintainability. Our architecture is based on GCP, open-source and a rich Python stack.
Data, Data, Data: our technology, collects, analyzes, trains and delivers large scales of data. You will help us design our backend data architecture, including AI/ML pipelines, data-base schemas and production grade data practices. We do a lot of work with modern LLM stacks (OpenAI, Llama, Anthropic) as an area of focus.
Modern Development Concepts: Champion modern development methodologies and concepts, such as continuous integration/continuous deployment (CI/CD), containerization (Docker/Kubernetes), and cloud-native development.
DevOps: Mentor and lead our DevOps practices and engineers, incorporating automation, monitoring, and infrastructure as code (IaC). Proficiency in DevOps tools, Kubernetes and modern cloud stacks is essential.
Collaboration: Collaborate closely with cross-functional teams, including product management, QA, and other stakeholders, to deliver high-quality software products.

We are looking for a highly motivated, experienced Software Team Lead with strong backend roots to join our R&D team. You will lead and mentor a team of talented backend-oriented full stack engineers, and design and build a resilient system that manages our customers' funds, enabling top-notch consumer-facing applications for hundreds of thousands of users.

You will also work closely with the product and BI teams to constantly improve our service based on a data-driven approach along with direct feedback from our customers. The team is responsible for the core company features - building and maintaining highly available financial services, while taking into account high data integrity and security standards.

What you will get:

Scale and Challenge - Work on a highly available, complex and cloud-native application that is used by millions of customers globally, handling millions of transactions every month.
Getting into the Fintech industry - You will get the opportunity to gain deep knowledge in the Fintech industry including payments, banking systems, fraud, and much more.
Sharpen your management skills - Working with our strong leaders you will have the opportunity to sharpen your skills, such as developing, debugging, monitoring, planning, agile and cross-team collaboration.
Leading a team of A-players - The team you are going to lead consists of strong engineers, hence you will be able to leverage and improve your technical skills as well.
And most important: purpose - Get rewarded by developing a product for real people who brings them one step forward to financial inclusion.
Responsibilities:

Lead a team of skilled software engineers building complex flows and business logic in highly available financial services, while taking into account high data integrity and security standards.
Take responsibility over a widely used product, running initiatives from planning, execution, and monitoring in production, and continuously improve the process, in order to create value for our customers.
Take a hands-on approach, contributing to the code and the product.
Define and track the KPIs of the team.
Work closely with different stakeholders, such as product managers, BI, tech support, finance team, and operations.
Work closely with the product team in order to consistently improve our service based on a data-driven approach as well as direct feedback from our customers.
Drive and maintain high engineering standards, for execution, code quality, and customer satisfaction.
job id:R_100745

We are looking for a Engineering Team Leader - Innovation Team.
As an Engineering Team Leader - Innovation Team You will be leading a
team of talented tech leads, working on cutting-edge technologies driving innovation, both on the product side and in the internal company processes.
The innovation team is all about testing exciting new technologies and keeping up with the latest on the AI front, consulting and enabling other teams, and conducting experiments and POCs to discover innovative ways to improve our customer experience.
As a team lead, you will be accountable for your teams output, upholding a high technical bar while overcoming a multitude of technological challenges. Our key strength is our people - you will be responsible for empowering and coaching your people, organizing their work, setting goals, and making sure they are engaged.
Youll also be responsible for building the teams backlog, meeting with internal stakeholders and making sure our innovation process runs smoothly and produces high value.
Our team regularly refines our methods of work, tools, and technologies.
We value independence, natural curiosity, ownership, and the desire for constant improvement.
As part of your role you will manage a team of 6 software engineers and 2 QA Automation engineers.
In this role, you will be responsible for:
Lead a team of engineers in running POCs, doing research on new technologies and help train the organization on AI and other advancements.
Ensure high technical standards and overcome various technological challenges.
Be accountable for the team's output, empowering and coaching team members, setting goals, and ensuring engagement.
Regularly refine teamwork methods, tools, and technologies.
Embrace values of independence, natural curiosity, ownership, and continuous improvement.

We're looking to hire our first Product Manager Team Leader . Our product scans millions of blockchain transactions daily for the biggest companies in the field. We're seeking an incredible individual to be the first product hire to lead and hire our product efforts. As our first hire in that field, you'll have a huge responsibility to assemble a team of PMs, working with engineering, customers, and the CTO.

What you will do

Lead and mentor a team of product managers, ensuring high standards of performance and excellence in execution.
Develop and execute a comprehensive product strategy that aligns with the company's goals and objectives.
Drive the vision and roadmap for our consumers
Work with the product management team to develop full lifecycle solutions, from ideation to development, launch, and ongoing enhancements, ensuring a comprehensive and seamless customer experience.
Generate new ideas and concepts that contribute to the growth and expansion of market share, while enhancing the overall customer experience.
Engage with potential and existing clients to gather feedback and requirements, ensuring that our products meet and exceed customer expectations.
to ensure the successful launch and ongoing support of products.
Monitor and analyze market trends, competitive landscapes, and customer needs to inform product development and positioning strategies.