דרושים » מדעים מדוייקים » Algorithm Software Engineer

We are seeking a highly skilled AI/NLP Research Engineer to join our specialized team of deep research efforts in natural language interaction with structured data.
The ideal candidate will have a strong academic background in AI and NLP, with a focus on deep learning methods and their theoretical underpinnings. This individual will play a crucial role in driving our research agenda forward with the goal to become a leader in this area focusing on results accuracy and real life use cases.
Our offices are located in Herzliya, and the employment can be flexible - either full time or part, company employee or external consultant.
Responsibilities:
Lead and conduct advanced research in natural language interaction with structured data, with a focus on choosing and applying NLP Algorithms and models as well as innovate and improve on them to suppress existing best of breed.
Collaborate closely with cross-functional teams to understand product requirements and translate them into research objectives and experiments.
Stay current with the latest advancements in AI and NLP research, and apply findings to enhance our technology and products.
Provide guidance on research methodologies, best practices, and technical skills development.

We are searching for an innovative and experienced Senior Big Data Engineer that will join us and be part of our big data group.
As a Senior Big Data Engineer, you will:
Lead the architecture and development of mission-critical, diverse and large-scale data pipelines over both public and on-prem cloud solutions.
Derive policies for data storage and versioning over peta-bytes scale complex storage solutions of multiple data lakes.
Design and develop smart ML infrastructure in order to build Agile ML processes (MLOps).
Work with Data Scientists to understand needs and design ML infrastructure solutions
Be a part of a collaborative heterogeneous data team which includes developers, data scientists, data engineers, MLOps and data scouts.

We are looking for an experienced manager who can bring deep applied science expertise and a proven track record of shipping at-scale AI-enabled intelligent user-facing experiences to drive vision and execution for Microsoft 365 AI.
As an Applied Science Manager in MSAI you would work in an exciting and fast-paced environment, collaborating closely with teams across the company, including Research, Turing and various product groups. You will work as part of an organization that brings together talent in the areas of large language models, deep learning, information retrieval, software engineering, and responsible AI. We value and encourage diversity in the belief that it leads to both great workplaces and great products.
Responsibilities:
Manage an innovative applied science team in the area of Large Language Models, Artificial Intelligence, Machine Learning and Deep Learning.
Technical leadership in an applied science team in the area of Large Language Models, Natural Language Processing, Machine Learning and Deep Learning.
Develop and deploy conversational and language understanding models at scale.
Push the boundaries of AI platforms through innovation and partnership.
Following and advancing best practices for Responsible AI and Privacy Preserving Machine Learning.
Support hiring, coaching, mentoring and career development of Applied Scientists to build an inclusive and ambitious applied science team.
Collaborate closely with our Research, Turing, AI platform teams, and product teams to create the next generation of AI innovation in our products and services.
Communicate internally and externally through publication, presentations, and other media (e.g., blogs, press interviews) on research progress, major breakthroughs, and product innovation.

Our unique research team is expanding, we are looking for smart and humble team members to join the team and solve complex problems.
Our technical challenges include developing new trading strategies, , improving the performance of our algorithms, finding new ways to beat the markets.
As an ML researcher you will collaborate with our R&D team to execute live trading strategies.
If you are looking to make an impact by putting into practice successful ideas and seeing immediately the outcome, make influence on Finals financial performance this is a great opportunity.
In this role you will:
Mange and lead independent research applying ML/DL/Signal Processing/Data Mining to a wide variety of datasets.
Creatively find new trading strategies
Work with other team members to optimize Finals Algorithms

We are searching for an innovative Software Engineer that will join us and be part of a SW team.
In this role you'll:
Be responsible of the full life cycle development of several key applications including: Technical and statistical research, design, coding and integration
Developing and integrating new and existing software as part of a large-scale system
Tackle tough problems and find creative ways to solve them
Write high quality, functional code using C++/Rust development
Leverage our in-house autonomous tools to manage all development flow, from setting up our development environment to creating git branches and deploying services to production
Be the owner of your domain to ensure code quality, performance, and scalability of our products
Manage and complete tasks using TDD, continuous integration and modern development processes
Coach and mentor other developers and help them elevate their skills while investing in your personal growth
Be working independently but as a part of a strong and collaborative team

As a Senior Data Engineer at CodeValue, you'll play a crucial role in our data team, contributing to the development and maintenance of scalable data pipelines and systems. You'll be at the forefront of designing, implementing, and optimizing data solutions that drive our business objectives and empower data-driven decision-making processes. Collaboration with data analysts, data scientists, and other stakeholders will be essential to ensure data integrity, reliability, and accessibility. Responsibilities:
* Design, develop, and optimize data pipelines and architectures using a variety of technologies and tools including Python, SQL, Spark, Kafka, and Airflow.
* Develop efficient data models to facilitate storage, retrieval, and processing, with a focus on schema design for NoSQL databases, data lakes, and data warehouses.
* Ensure scalability of big data architecture to handle large data volumes and high traffic loads.
* Implement data quality checks, validation processes, and data governance measures to ensure accuracy and consistency of data.
* Monitor, troubleshoot, and debug data issues and performance bottlenecks.
* Implement security measures such as encryption, access controls, and data masking to protect sensitive data.
* Research and evaluate new data technologies and best practices to enhance data engineering processes and solutions.

Top Profiles:
Top Profiles

We are searching for an innovative Backend Engineer that will join us and be part of a SW team responsible of the full life cycle development of several web key applications including technical and statistical research, design, coding and integration.
This role will require you to move fast and deliver great products, you will be part of a smart, motivated, creative team of people who are filled with positive energy targeting to bring the best solutions to the finish line.
In this role youll :
Deliver scalable features to support our vision in a timely and quality manner
Building cutting-edge technologies that make a powerful impact on data-driven systems
Tackle tough problems and find creative ways to solve them
Produce (a lot) of high-quality, functional code that is readable, testable and maintainable
Leverage our in-house autonomous tools to manage all development flow, from setting up our development environment to creating git branches and deploying services to production
Be the owner of your domain to ensure code quality, performance, and scalability of our products

data Product Manager
Dynamic and innovative ad-tech company is looking for talented people who love data and want to
join us in our exciting journey as we leverage cutting-edge technology and a collaborative team
environment to deliver exceptional data -driven solutions.
We are seeking a talented and experienced data Product Manager to join our team. As a data
Product Manager, you will play a crucial role in shaping and delivering our data products, ensuring
they meet the needs of our clients and contribute to the overall success of our business. This role
requires a strategic thinker with a deep understanding of data, excellent communication skills, and
a passion for driving innovation.

We are searching for an innovative and experienced Data Engineer that will join us and be part of our new data initiatives team in our data group.
As a Data Engineer, you will:
Be a part of a cross functional team of data, backend and DevOps engineers.
Be responsible for ingesting large volumes of new data, followed by deep understanding and inspection of the data in close collaboration with data scientists.
Lead the architecture, planning, design and development of mission-critical, diverse and large-scale data pipelines over both public and on-prem cloud solutions.

We are searching a problem-solver: a strong, experienced, talented, and versatile software developer to join our New Initiatives Group, a startup within.
This is a unique opportunity to enjoy the benefits and stability of an established, experienced company, while also enjoying the advantages of a startup.
This high-impact position includes responsibility for the design and implementation of solutions for the unique and tough challenges we are facing.
Together with other SW developers and ML researchers, you will make up a strong and collaborative team striving for success.