Who are you?
We are seeking individuals with extensive experience building infrastructures that enable training, fine-tuning, and serving billion-parameter scale deep learning models, especially in the NLP domain using Pytorch and the huggingface ecosystem. You are a passionate and driven individual who strives to be their best everyday.
What you’ll be doing
As a Deep Learning Engineer in the team, you’ll have the opportunity to build the infrastructure for in house LLM’s and other deep learning in house models.
What should you have?
- 2+ years of experience working with large-scale Pytorch-based deep learning applications on GPUs and TPUs using CUDA in multi-node multi-GPU scenarios
- 2+ years of experience building, training and fine-tuning pipelines for large language models using distributed training approaches for both model and data
- 2+ years of experience building serving APIs for sub-second latency inference of large language models using various optimization techniques
- Extensive experience with Pytroch, Pytorch lightning, DeepSpeed, Megatron-LM, JAX/FLAX, and the Huggingface ecosystem
- 1+ years of experience working with ML lifecycle solutions such as Kubeflow, AWS Sagemaker, or Vertex AI for bringing machine learning solutions from research to production
Who are you?
You are an individual with extensive experience building large-scale Python backend systems that serve millions of users. You care about your impact and have a desire to be more than another number in a corporation. In essence, you are ready to wake up everyday and be extraordinary.
What you’ll be doing?
As a Python Developer you will join the company’s efforts in building the backend controller. You will be responsible for designing and implementing large-scale backend applications using modern paradigms such as micro-services, event driven architectures, distributed computing and container orchestration.
What should you have?
- 5+ years of experience writing production-grade Python backend code for large-scale systems
- 3+ years of experience building APIs using REST, gRPC, and event-driven approaches
- Proven experience building scalable, high performance systems using modern backend paradigms such as Microservices, event-driven communication, Kubernetes, Serverless, etc.
- 3+ years of experience with multi-processing, multi-threading, and asynchronous programming in Python
- 3+ years of experience working with relational and non-relational databases, vector stores, and petabyte-scale cloud-based data-warehousing solutions such as Snowflake and BigQuery
- Strong knowledge in OOP, design patterns, and applying code infrastructure and code design in building scalable systems
- Advantage – experience working with ML, DL, or LLM capabilities as part of a larger production system
Who we are?
Augmented Intelligence (AUI) is a tech company based in NYC with locations in Tel Aviv and Ramallah. We have developed a programming language that enables augmented intelligence. Since 2017, we have been building the operating system that will power the future of work. Backed by some of the most visionary investors in the world, we are creating a new work environment– one that couples the advantage of human agents (gumption) and AI (consistency). We have a culture that resembles a sports team, in which each member has tremendous ownership. We believe that work should feel like play. If you’re humble, hungry and have a big heart, this could be for you.
Key Responsibilities
- Owning the Micro Expert lifecycle, from sourcing, through evaluating and QA, to retention
- Defining a product vision and creating a roadmap, driving necessary execution activities to achieve your business metrics
- Directing cross-functional teams on end-to-end delivery of complex projects, combining software and operations
- Designing and leading tests in a creative and data-driven way to quickly gather relevant answers to your burning questions
- Mastering simplicity and using it to improve existing processes
- Identify, record, document thoroughly, and track bugs
- Perform thorough regression testing when bugs are resolved.
- Experience with a mobile application and web application testing.
- Liaise with internal teams (e.g. developers and product managers) to identify system requirements
Who you are?
We are looking for a passionate QA Engineer to join our QA team. The ideal candidate will be an experienced person with manual testing with a sense of leadership who wishes to take their career to the next level.
What you will need?
- 2-3 years of experience
- Solid experience in writing test cases/stories, design, execute
- Able to execute functional, regression, smoke and end-to-end tests
- Very good knowledge and experience with Automation. this is to be for the future, we will start with Manual
- Experience working in an Agile/Scrum development process
- Experience with performance and/or security testing is a plus
- Able to work in a start-up environment: Proactive and can-do attitude, ability to work in a dynamic environment, and collaborate with a global team
- A true team player who is willing and excited to contribute to our team’s and company’s success
- Excellent communication, time management skills and being able to work independently or as part of an agile team
- Proven ability to build relationships and work in a team as well as an independent environment; can easily work and be productive when working remotely
- Excellent verbal and written communication skills in English
What will you be doing?
We are seeking a highly experienced Team Leader to our R&D team. The ideal person will enjoy leading and managing a team of engineers to ship products together with product, data and infrastructure teams.
Key Responsibilities
- Lead a team of engineerings (BE, FE &QA) to deliver high-quality products and features
- Provide guidance and mentorship to individual team members
- Work closely with product and data teams to understand customer needs and translate them into technical requirements
- Develop and implement engineering plans, including schedules and resource allocation
- Instill best practices and cutting-edge engineering processes, staying up-to-date with industry advancements
- Identify and address technical risks and issues that may impact project timelines or product quality
- Communicate progress and adjust plans as needed to meet project goals
- Recruit, train, and onboard new engineering team members
- Work collaboratively with cross-functional teams
- Have a deep understanding of Agile development methodologies
Who you are?
You are passionate about technology, you thrive in a fast-paced environment, and you are committed to delivering results.
What should you have?
- Strong background in engineering with a focus on BE, FE, QA, and DevOps technologies
- Be a really good Engineer
- Excellent communication skills and ability to work collaboratively with cross-functional teams
- Passion for AI and shipping products
- Demonstrated ability to develop and implement engineering plans
- Understanding of agile development methodologies and ability to apply them effectively
- Wide knowledge of different technologies, from BE and FE, through QA and DevOps, to prompt engineering and current AI architectures.
What will you be doing?
- Ensure the technical feasibility of our API and Backend infrastructure
- Implement smart and elegant solutions to solve product challenges
- Build reusable code and libraries for future use
- Own your work as a team member and a colleague
- Be proactive in designing solutions with the product and data teams
- Optimize our applications for maximum speed and reliability
Who you are?
We are looking for a passionate Node.js Developer to join our backend team. The ideal candidate will be an experienced JavaScript developer with a sense of leadership who wishes to take his career to the next level.
What should you have?
- 3+ years of Node.js development experience and substantial JavaScript experience
- 2+ years experience working with the Express.js framework
- 2+ years experience working with non-relational databases such as MongoDB, Firebase or similar technologies
- Agile/Scrum development cycle understanding
- Proficiency in Linux environment
- Knowledge working closely with git
- Excellent communication skills and being able to work independently or as part of an agile team
- Experience in test automation and test-driven development
- Able to work in a start-up environment: Pro-active and can-do attitude, ability to work in a dynamic environment, and collaborate with a global team
- A true team player who is willing and excited to contribute to our team’s and company’s success
- Excellent communication, time management skills, and being able to work independently or as part of an agile team.
- Proven ability to build relationships and work in a team as well as an independent environment; can easily work and be productive when working remotely
- Excellent verbal and written communication skills in English
Who are you?
You are a seasoned Data Engineer with a deep understanding of data modeling, massive parallel processing (in both realtime and batch) and bringing Machine learning capabilities into large-scale production systems. You have experience at a cutting edge startup and are passionate about building the data infrastructures that fuels the world’s first intelligent agent. You are a team player with excellent collaboration, communication skills and a “can do” approach
What you’ll be doing?
You will contribute your extensive experience of building large-scale data-intensive systems in both realtime and offline scenarios
What should you have?
- 3+ years of experience building massive parallel processing solutions such as Spark, Presto and similar technologies
- 2+ years of experience developing real-time stream processing solutions using Apache Kafka or Amazon Kinesis
- 2+ years of experience developing infrastructures that bring machine learning capabilities to production, using solutions such as Kubeflow, Sagemaker and Vertex
- Demonstrated experience orchestrating containerized applications in AWS and GCP using EKS and GKE
- 3+ years of experience writing production-grade Python code and working with both relational and non-relational databases
- 2+ years of experience administering and designing cloud-based data warehousing solutions such as Snowflake or Amazon Redshift
- 2+ years of experience working with unstructured data, complex data sets, and data modeling