דרושים » תוכנה » Full Stack Developer with Machine Learning Experience

We are looking for a Full Stack Developer with Machine Learning Experience to join our A2A (Algorithm 2 Application) team in the data science group. As a Full stack in this team, you will play a key role in taking complex machine learning models and connecting them to a working app using Full-stack Python abilities. This role is ideal for a skilled and experienced individual passionate about software development, machine learning, and MLOps.

Position Intro:
Earnix is a leading provider of advanced pricing and rating solutions tailored to the insurance industry. Our cutting-edge software empowers actuaries and data scientists within insurance companies to make data-driven decisions and optimize pricing strategies. With a commitment to innovation and a deep understanding of the insurance landscape, Earnix is at the forefront of revolutionizing the way insurers approach pricing and rating.

We are looking for a Senior Machine Learning Engineer.
As a Senior Machine Learning Engineer, your role will be instrumental in democratizing machine learning models across Viber, harnessing our extensive data to drive informed decision-making. You will collaborate closely with data scientists and engineering teams, providing them with user-friendly frameworks for machine learning model execution.
Responsibilities:
Develop a machine learning framework incorporating features like a feature store, Spark, and SageMaker
Provide technical guidance and support to enable data scientists to utilize the framework effectively
Collaborate with cross-functional teams to develop advanced machine learning based recommendation systems
Leverage the extensive data received from our application to enhance model performance and accuracy.

We are looking for Backend Developer to join our team in the world of fintech solutions. As a Backend Developer, you will play a key role in the enhancement and development of new features and services, working with advanced technologies and tools.
This role is ideal for a talented developer passionate about implementing advanced data science practices, modeling, machine learning, and algorithms.

As a Team Lead , you will play a pivotal role in leading and shaping our application platform. You will be instrumental in guiding the development team, designing and implementing core elements of our application, and ensuring the successful delivery of features and services. This role offers the opportunity to lead a talented team, work on complex systems, leverage cutting-edge technologies, and contribute to the growth and development of our product.

You will:

Lead a team of developers in the design, development, and delivery of major features and services for our application platform.
Collaborate closely with Product, DevOps, and Data teams to align on project requirements, priorities, and timelines.
Provide technical guidance, mentorship, and support to team members, fostering a culture of collaboration, learning, and excellence.
Drive the adoption of best practices, coding standards, and development methodologies within the team.
Work closely with stakeholders to gather requirements, define project scope, and propose technical solutions.
Lead by example by actively contributing to coding, code reviews, and quality assurance processes.
Propose and implement improvements to the overall system architecture and development workflows to enhance efficiency and scalability.

Were looking for a full-stack engineer who can solve complex system architecture challenges in the cloud, write production-grade code, and be familiar with the most advanced design methodologies.

The ideal candidate should be familiar with building solutions that use container orchestration tools (e.g., Docker, Kubernetes).

full-stack engineers work closely with deep learning engineers and scientists and become experts in the machine and deep learning production pipelines.
Responsibilities
Design, deploy, and maintain cloud-agnostic managed services that orchestrate various LLMs at large scale and truly performant-oriented environments
Integrate the latest state-of-the-art abilities into generative AI K8s clustersown large features end-to-end, from product refinement to design reviews and through to deployment
Lead and guide front and backend web development using agile methodologies. Deliver efficient and high-quality B2B solutions and see their deployment through
Profile and debug cloud performance and scaling bottleneck, meeting and improving latency and throughput SLAs

applying its data expertise to security, enabling companies to better understand and manage risk. We have both a rich data platform and security modules that tap into the platform to provide immediate benefits to our customers. We have built and patented a Data Fabric for Security. It curates data from hundreds of security and business tools and contextualizes that data to help companies understand and address their riskiest problems. Our Unified Vulnerability Management module is our first module to tap into the power of our data fabric, enabling companies to create custom contextualized risk scores and tailored workflows to reduce risk. If youre passionate about data models and helping companies improve their security posture, wed love to have your talents here at as we work to make the world a more secure place.
We're seeking a Full Stack Engineer to join our team, specializing in data engineering. You'll play a crucial part in developing our data pipelines, ensuring seamless integration and optimization. Additionally, you'll create beautifully crafted client-side UI to streamline data configuration. Your role will be pivotal in enhancing the data infrastructure reliability and scalability, collaborating closely with cross-functional teams to deliver end-to-end solutions. If you're passionate about shaping the future of data engineering and developing E2E solutions that include both Backend & Frontend, we'd love to hear from you.
Responsibilities:
Develop our Data pipelines & backend infrastructure using Java, Spring Boot
Develop Frontend using React
Deliver high quality features for our high-scale web environment
Participate in design from scratch to production
Monitor the performance and cost of the services in production
Stay up-to-date with industry trends and best practices to continuously improve our technology stack and development processes
Integrate with other team members (backend/frontend/product/UX)

Data Integrity group is at the forefront of real-time analytics, using machine learning and artificial intelligence to balance low latency and impeccable data accuracy.

Responsibilities:

Lead the development and deployment of advanced analytical models to solve complex problems, leveraging advanced statistical techniques.
Design and develop NLP models for tasks such as Named Entity Recognition, Classification, Text Similarity, Clustering and other tasks.
Collaborate with cross-functional teams, including engineers and product managers, to understand business challenges and design data-driven solutions.
Analyze large and complex data sets, applying mathematical theories and statistical methods, to produce actionable insights.
Stay current with emerging trends in data science and statistics and evaluate their applicability to business problems.
**It is possible to work from the offices in Ramat Gan and Ashkelon**

Data Integrity group is at the forefront of real-time analytics, using machine learning and artificial intelligence to balance low latency and impeccable data accuracy.

Responsibilities

Lead the design and implementation of advanced machine learning algorithms to solve complex problems in various domains.
Collaborate closely with data scientists and domain experts to operationalize machine learning models into production.
Mentor junior engineers and provide technical guidance in machine learning best practices.
Conduct research to keep abreast of the latest advancements in machine learning and artificial intelligence.
Evaluate the effectiveness of machine learning models through comprehensive validation metrics and make iterative improvements.
**It is possible to work from the offices in Ramat Gan and Ashkelon**

We are looking for a Senior Full-stack Developer, to help us grow and extend our application platform. We have been growing rapidly over the last year, and were looking for someone to help us create the next generation of our application that will allow us to handle a growing customer-base. You will have a key part in designing and implementing core elements of our application.

If you want to design complex systems, develop in the most advanced technologies, learn from talented professionals and teach others this role is for you! Come and be a part of an exclusive R&D team and help us grow and build our product.

Responsibilities:

Developing major features and building new services from scratch.
Creating scalable front-end logic and delivering top-notch interactive UI.
Working with the Product, DevOps, and Data teams on cross-company features.
Making an impact as part of the exclusive core-team which builds the companys products and platforms.
Sharing knowledge, improving your expertise, maintaining high standards, and driving excellence in the Team.
Propose and implement improvements to the overall system design. Collaborate with the team and other teams to ensure consistency in system architecture.

We are looking for a senior ML software engineer to join our R&D team. In this position you will need to implement innovative ML algorithms on a variety of platforms: web, mobile devices, cloud, etc. You will also learn the latest Machine Learning techniques.
Responsibilities:
Writing clean, high-quality, high-performance, maintainable code. Writing algorithms for video processing. Porting algorithms from Python to other languages (e.g., JS/TS). Integrating these algorithms into the product. Investigating and eliminating performance bottlenecks.