NLP

Data Scientist

retrain.ai

About our company

By 2025, we want to provide 10,000,000+ people, working for the world's leading organizations, with cutting-edge skills and create a nimble workforce ready to compete in the 21st century. We at Retrain.ai, see a world where people can work alongside machines, and not be displaced by them, where automation and AI help create and identify the jobs of the future.

What role are we seeking?

Data Scientist

Description

Our team is looking for a brilliant and experienced data scientist to join our top talent team of and data scientists and leverage skills such as word embedding, language modeling , knowledge-based understanding, entity extraction and graph representations to the edge, by using state of the art NLP methods to integrate diverse data sources, and ambitiously generating the world’s first multi-dimensional people-skills-jobs taxonomy. Lead and conduct research and production-grade implementation of novel technologies working alongside a multi-disciplinary team of software engineers and product specialists, Ph.D. and M.Sc. backgrounds, and many years of domain experience.

Requirements

  • At least MSc in Computer Science or equivalent
  • At least three years of experience as a researcher
  • Experience in state of the art NLP approaches
  • Knowledge of a variety of machine learning techniques.
  • Full working Proficiency with open source ML frameworks such as TensorFlow or PyTorch
  • Python Master with a hands-on attitude
  • Experience working with and creating data architectures in a cloud environment
  • Excellent written and verbal communication skills for coordinating across teams.
  • Good interpersonal, strong problem solving & logical reasoning skills with an emphasis on product development
  • A drive to learn and master new technologies and techniques

NSO, one of the world’s leading cyber companies, is looking for a talented and experienced Data Scientist.

The role offers the chance to deal with diverse problems and fascinating challenges in an extremely unique domain. You will have the chance to make a significant contribution to the development of our next generation Big Data intelligence solution, using cutting-edge technologies.

Requirements

  • At least 4 years of experience in a data science role with a solid understanding of ML algorithms.
  • Hands on experience in implementing Deep Learning algorithms (NLP or tabular data)
  • Experience with integrating ML models into production
  • Strong Python skills
  • MSc in Statistics / Mathematics / Computer Science / Software Engineering or equivalent

If you are a passionate and creative data scientist who treats problems as challenges, eager for doing magic with data and proficient at it – you are the perfect match for us!

Job Description

Alibaba's DAMO-Israel lab is super-charging innovative products by empowering them with Deep-AI. These products are targeting fascinating new markets, such as photo sharing, storage services, and more.

The Israel Lab is spearheading research and development of core computer vision and machine learning technologies, collaborating with world-class global teams to deliver emerging products and technologies.

As part of Alibaba Machine Intelligence Israel Lab, you will work on innovative projects and will be able to enjoy and leverage the computational power and infrastructure of the Alibaba ecosystem.

Your Responsibilities:

– Solve the most challenging problems in AI and publish them at top conferences.

– Research and experiment with state-of-the-art deep learning algorithms to solve critical business problems of massive scale.

– Lead academic and industrial collaborations with top researchers. Ignite cross-team collaboration inside DAMO academy with researchers, software and data engineers to develop the next generation of AI products.

– Plan and execute cutting-edge research to advance the understanding of images, video, and natural language. Lead the integration of your research all the way into Alibaba’s products.

Job requirements

– Ph.D. in Computer Science, Electrical Engineering, Mathematics or similar, preferably with a focus on machine-learning, optimization, data science and its applications.

– Proven track record demonstrated by research grants and fellowships, patents, and publications in top conferences, NeurIPS, ICML, CVPR, ACL, and similar.

– At least 4 years of relevant industry experience, with proven success in delivering novel, high-quality solutions

– Proficiency with coding in Python or similar, as well as leading deep learning software libraries such as Pytorch, Tensorflow and Keras.

– Creative and hands-on mindset. Passionate about AI

We are very proud of our culture and vision of Alibaba, which includes continuous learning, adaptivity, teamwork and commitment. Join us on this journey!

We are looking for a Senior Algorithms Developer to join our R&D Group.

As a fast-growing leading e-commerce company, with vast amounts of data, we constantly enhance our algorithms to discover new data-driven insights.

This is a perfect opportunity for someone with a strong CS academic background and real world implementation experience. You will join a fast paced, highly technical and savvy group in charge of building Fiverr’s platforms and algorithms, while working with cutting edge technologies (ElasticSearch, Python, Golang, Redis, MongoDB, BigQuery, Kubernetes, AWS and more). You will be working with data scientists, developers, analysts, product managers, business owners and other groups in Fiverr.

Responsibilities

  • Owning the solution life-cycle end to end: data analytics, research, prototyping, implementing algorithms and integration into production environment including A/B testing, monitoring and maintenance
  • Tackling complex business problems, deconstruct them into smaller problems, research and come up with solutions
  • The role combines disciplines of: algorithms, big-data processing and analysis and high-scale cloud programming
  • Working on projects in the areas of Search, Personalization, Recommendations and Marketplace Integrity.
  • Working in a highly agile, continuous delivery large-scale environment, where new features are able to quickly reach extensive AB testing in production.

Requirements

  • BSc & MSc graduates in Computer Science or similar fields from leading institutions
  • 1+ years of hands-on development experience in a production environment, solid knowledge in OOP including working with SQL/NoSQL databases
  • 3+ years of experience developing and implementing data-based algorithms
  • Vast knowledge and passion for statistics and math
  • Avid learner who’s passionate about data, enjoys learning and exploring new territories, and solving problems
  • Fluent in English, strong verbal and written communication skills, including visualization capabilities
  • Developed interpersonal skills, team player

AI Research Intern

Microsoft

AI Research Intern – Microsoft’s Commerce AI Research Team

The Microsoft’s Commerce AI team in Israel is a fast-growing team responsible for designing and building machine / deep learning algorithms for a wide array of Microsoft commerce products such as Microsoft Dynamics365, Xbox Games, Movies, Music, Windows Store, and much more. We develop cutting edge machine / deep learning algorithms that serve millions of users around the globe. Our team is looking for research interns to join one of the best machine learning groups in the country.

Responsibilities:

  • Working with world class machine learning researchers and data scientists.
  • Developing real-world machine learning algorithms in the domains of computer vision, natural language processing, recommender systems, and more.
  • Increasing productivity of ongoing research projects and help to productize them.
  • Working with big data.
  • Statistical analysis of data.
  • Extracting insights from data.
  • Publishing research papers in top-tier machine learning venues.
  • Issuing patents.

Minimum Qualifications:

  • An active M.Sc. / Ph.D. student in computer science, electrical engineering, applied mathematics, statistics, or related fields.
    Exceptional B.Sc.students (GPA of 95+) that plan to continue their studies to graduate degrees are also welcome to apply.
  • B.Sc. GPA of 90+.
  • Ability to work at least 3 days a week.
  • Ability to translate theoretical research to practical working solutions.
  • Previous academic / industrial experience in applied quantitative research in the domains of machine learning / data mining.
  • Good knowledge of machine learning / data mining / signal processing algorithms and statistics.
  • Excellent coding skills (Python / C# / Java / C++).
  • Familiar with PyTorch, TensorFlow, or other machine learning platforms.
  • At least 1 year remaining before final graduation.
  • Passionate about algorithms and big data.
  • Team player. Committed to deliver results and make an impact.

Preferred Qualifications:

  • A Ph.D. student pursuing research on machine / deep learning with applications for computer vision.
  • B.Sc. GPA of 95+.
  • Relevant publications in machine learning / vision / NLP / data mining conferences (e.g., NeurIPS, ICML, AAAI, ICLR, CVPR, ICCV, ECCV, ACL, EMNLP, NAACL, RecSys, KDD, WSDM, ICDM)
  • Hands on experience in development of deep / machine learning algorithms in PyTorch / TensorFlow for computer vision / natural language processing applications.
  • Hands on experience with big data processing.
  • Experience in building industrial machine / deep learning systems.

Overview

Hi Auto is developing an innovative Conversational Voice based AI which works well in very noisy real world environments. Think of Google Duplex like technology which works in an outdoor noisy environment and handles complex conversations.

We are a small group of Speech Recognition, NLU and SW experts working together to solve this highly complex challenge. We are very well funded and work both remotely and from our office at ToHa Tel Aviv. Our team is a mix of ex Google, 81, 9900 and Talpiot alums.

Your mission should you choose to accept it 😉 would be to become a pivotal team member which will create a major impact on our NLU technology and the company as a whole.

Minimum Qualifications

  • MSc degree in Computer Science or equivalent industry experience
  • 3+ years hands-on work experience in NLP in the industry
  • Comprehensive knowledge of machine learning and deep learning
  • In-depth knowledge of at least one of the major frameworks (TensorFlow/PyTorch)
  • High proficiency in Python
  • Qualities: Star performer, Team player, Fast, Strong ownership, Passionate about their work, Great communicator. For more details see What We're Looking For in People

Preferred Qualifications

  • PhD degree in Computer Science or a relevant field
  • Experience in Conversational AI
  • Experience with Transformers, NER, Seq2Seq models
  • Experience with classical NLP tools – such as NLTK, SpaCy or equivalent

Responsibilities

  • Research SOTA approaches in NLU, evaluate and implement them
  • Own major parts of the NLU tech which is directly used in production
  • Develop novel algorithms for specific problems in our NLU domain focusing on working on noisy input

Data Scientist

Maverick Medical AI

Maverick Medical AI is an early commercial-stage company with a footprint in Israel and the US and offers the first commercially trained neural network based on big data of real sub-specialized clinical data

Our Clinical AI Cognition™ Platform interprets and understand unstructured clinical text just like a physician would. We can surface contextual clinical insights and indications that are often hidden across multiple areas of the patient's documentation and convert them into evidence-based diagnostic codes. Capturing every possible diagnosis at its highest specificity level drives revenue opportunities.

We are looking for a hands-on algorithm developer to join our core R&D team. We search for candidates who are experienced with modern NLP methods, deep learning and python and ready to face Big Data challenges. You will be working on real world problems, develop cutting edge NLP technology, and have a massive impact on our product.

At Sisense, we are on a mission to empower modern data teams to deliver insights to everyone inside and outside their organizations. We bring “power to the builders” by enabling our customers to answer complex questions with data and drive the best business outcomes possible. Come and be a part of our passionate, talented, and data-driven team, creating the very best AI-powered BI tool! As a Data Scientist, you will be involved both in research and development of state of the art solutions to advanced AI features of the Sisense BI Platform.

WHY YOU SHOULD JOIN OUR DATA SCIENCE TEAM:

As a fast-growing and leading BI company, with vast amounts of data, we aim to constantly enhance our algorithms to discover new data-driven insights and to enhance and augment the way our users interact with analytic tools. Sisense is a candy shop for data scientists and you will have plenty of opportunities to develop. Your goal will be in applying machine and deep learning techniques to implement the AI-infused capabilities integrated with our existing product.

As a senior expert within the Data Science team at the CTO office, you will have the opportunity to pave the architecture for the future line of AI solutions and help lead the extensive exploratory and targeted algorithms research around strategic topics for the company. Ultimately bringing the project all the way through to production.

WHAT YOU’VE ACCOMPLISHED… SO FAR:

  • You have accomplished Ph.D. or M.Sc in Computer Science, Mathematics, Statistics, or other related fields
  • You have algorithm and model development experience for large-scale applications
  • You have hands-on / industry experience developing machine learning models
  • You have vast hands-on experience in Python (Advantage – experience in R)
  • You have good applied statistics skills, such as distributions, statistical testing, regression, etc.
  • You have practical experience in applying Deep Learning and fundamental machine learning algorithms
  • You have experience with at least one major deep learning framework e.g. Torch, Tensorflow, Keras
  • You have excellent understanding of machine learning algorithms, such as Clustering, k-NN, XGBoost and knowledge of NLP and language models
  • You have the ability to effectively communicate in English complex concepts in a clear and professional manner
  • You are a lifelong learner, self-motivated with an insatiable curiosity

Nice to have:

  • You have experience in applying deep learning on graphs
  • You have experience with auto ML concepts
  • You have experience with running ML on cloud environments such as AWS, GCP, Azure
  • You have experience with BigData technologies such as Spark, Presto, etc.
  • You are proficiency in using query languages such as SQL

HOW YOU’LL RAMP UP:

By Day 30…

  • You will learn about Sisense and its features
  • You will meet your main collaborators and stakeholders and start building great working relationships with the AI Research, R&D, and Product teams
  • You will learn about the team's existing projects, methodology, and frameworks
  • You are already contributing to existing features in production

By Day 60…

  • You will fully own various projects
  • You will have knowledge about additional features the team is working on
  • You will have a good understanding of how to work with the production environment

By Day 90…

  • You will be an expert and focal point in multiple features.
  • You will contribute and execute on a visionary road map that will enable our continued growth
  • You will collaborate with multiple teams across RnD, Product and UX, promoting and developing new features, as well as maintaining and improving existing features

ABOUT US.

We are a radically innovative BI company focused on redefining every aspect of business analytics.

We’re an industry leader with more than 2,000 global customers, including Nissan, Skullcandy, NASDAQ, GE, Philips, UiPath, World Health Organization, The World Economic Forum, and The Salvation Army.

We’ve been recognized as a leading visionary in Gartner’s Magic Quadrant for Analytics and Business Intelligence.

We’re on-boarding rapidly! We have over 750 employees with offices in Kyiv, San Francisco, New York, Tel Aviv, Scottsdale, Melbourne, Tokyo, and London.

We believe strongly in a data-driven approach to all that we do. We're constantly measuring and optimizing everything about the business.

We’ve been recognized by Comparably, Glassdoor and Best Places to Work for our amazing company culture.

Data Scientist

ActiveFence

About The Position

  • Build new algorithms for detecting harmful activity, violent extremism online
  • Improve the accuracy of existing algorithms
  • Take active part in production implementation
  • Collaborate with product managers and intelligence analysts
  • Take active part in designing the company’s Data Science vision
  • Find the bad guys, take them down, feel proud, inspire your team to do the same

Requirements

Technologies:

  • Spark, Kubernetes, Python, Airflow, AWS/GCS
  • Deep Learning, NLP, Image Processing, Recommendation systems etc

Skills and qualifications:

  • More than 5 years of experience as a data scientist
  • Proficiency in at least on of recommendation or prediction systems, NLP, image recognition,
  • Proven record in developing ML algorithms from POC phase to production implementation.
  • Experience of Big Data and cloud ecosystems (MapReduce/Spark/Hive, AWS/GCP/AZURE) – Advantage
  • Self learner, independent, delivery oriented, team player with great communication skills.
  • M.Sc. in CS/EE/Mathematics/Physics/Statistics or equivalent industry experience

BeyondMinds is looking for an enthusiastic researcher to join our fundamental research group, helping us create key research advancements in order to break major barriers in mass AI adoption, and support the development of our core product.

 

Requirements:

  • Ph.D. in Computer Science, Electrical Engineering or a related technical field, with research focused on NLP.
  • Demonstrated expertise in developing novel Deep Learning algorithms.
  • Deep mathematical understanding of machine learning fundamentals.
  • Experience contributing to research communities, including publishing papers at top conferences (e.g. NIPS, ICML, NAACL, ACL, CVPR, ECCV, ICCV).
  • Fluency in Python.
  • Experience with PyTorch and/or TensorFlow.
  • Relevant work experience, including full-time industry experience.

 

What you’ll be doing:

  • Work with the sharpest minds in the field.
  • Use your talent to tackle the most challenging problems and create a huge impact.
  • Research and explore new academic horizons.
  • Publish papers.

About us

BeyondMinds is a global enterprise AI software provider, accelerating AI transformation by offering a new paradigm for deploying production-grade AI solutions systematically. We believe that impactful AI solutions should neither be built from the ground up, nor bought off-the-shelf, but rather hyper-customized to fit the business problems and constraints.

 

At BeyondMinds we have developed the world’s first modular AI technology stack to solve the challenges currently holding back enterprise AI adoption. With the BeyondMinds Modular Engine (BME™️) we enable enterprises to bring AI to production with robustness, accuracy, and speed that were previously unimaginable. 

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