דרושים » תוכנה » Data Science and Research: MSc & PhD Internship Opportunities

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נאספה מאתר אינטרנט
25/04/2024
Location: Herzliya and Tel Aviv-Yafo
Job Type: Full Time
Were a company of learn-it-all rather than know-it-alls and our culture is centered around embracing a growth mindset, a theme of inspiring excellence, and encouraging teams and leaders to bring their best each day. Does this sound like you? Learn more about our cultural attributes.   
Are you ready to join us and create the future? Come as you are, do what you lovestart your journey with us today.
Data Scientists and AI researchers help to improve the quality and experiences of our devices and services. We are looking for highly motivated and passionate Data Scientists to design and apply rigorous scientific methodology and algorithms to improve devices, operating systems, and services. As a Data Scientist, you will provide unique insight into business and customer scenarios that cut across organizational boundaries and lead the growth of a data-driven culture.
As an AI expert, you will help push the state-of-the-art in computer vision, Natural language processing (NLP), speech recognition and speech enhancement, using extensive domain- specific knowledge, data, and compute resources. 
As a Data Scientist or an AI researcher intern, you will help formulate approaches to solve problems using various algorithms and data sources. You will incorporate an understanding of product functionality and customer perspective to provide context for those problems. You will use data exploration techniques to discover new questions or opportunities within your problem area and propose applicability and limitations of the data. Successful Data Scientists will interpret the results of their analysis, validate their approach, and learn to monitor, analyze, and iterate to continuously improve. 
You will develop real-world machine learning and deep learning algorithms in the domains of computer vision, natural language processing, recommender systems, and more. 
You will increase productivity of ongoing research projects and help to productize them, publish research papers in top-tier machine learning venues and issue patents.
You will engage with peer stakeholders to produce clear, compelling, actionable insights that influence product and service improvements that will impact millions of customers.
As a Data Scientist, you will also engage in the peer review process and act on feedback while learning innovative methods, algorithms, and tools to increase the impact and applicability of your results. 
Requirements:
Proficiency in using one or more programming or scripting language to work with data such as: Python, C++.
Strong theoretical background in classical Machine Learning and Deep Learning.
Relevant publications in machine learning / vision / NLP / speech / data mining conferences (e.g., NeurIPS, ICML, ICAAPS, AAAI, ICLR, CVPR, ICCV, ECCV, ACL, EMNLP, NAACL RecSys, KDD, WSDM, ICDM)
Experience or course work applying ML to a type of data, including the application of ML algorithms on large scale data sets, and understanding of various ML algorithms and evaluations techniques.
Hands on experience in development of deep / machine learning algorithms in PyTorch/ TensorFlow for computer vision / speech / natural language processing applications.
Hands on experience with big data processing.
Experience in building industrial machine / deep learning systems.
Experience working in Cloud environment
Passion to learn from your peers, manager, and other stakeholders in the Data Science and AI domain.  
Ability to interact with peers and stakeholders to drive product and business impact. 
Strong interpersonal and communications skills.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
06/05/2024
Location: Tel Aviv-Yafo and Herzliya
Job Type: More than one
As a Data Scientist intern, you will formulate approaches to solve problems using well defined algorithms and data sources. You will incorporate an understanding of product functionality and customer perspective to provide context for those problems. You will use data exploration techniques to discover new questions or opportunities within your problem area and propose applicability and limitations of the data. Successful Data Scientists will interpret the results of their analysis, validate their approach, and learn to monitor, analyze, and iterate to continuously improve. You will engage with peer stakeholders to produce clear, compelling, actionable insights that influence product and service improvements that will impact millions of customers. As a Data Scientist, you will also engage in the peer review process and act on feedback while learning innovative met

Responsibilities:
Gain a basic understanding of a broad area of research and applicable research techniques, as well as a basic knowledge of industry trends and share your knowledge with immediate team members.
Apply strategies provided by Senior team members. Following guidance from team leaders, research relevant tools and technologies being used in the community.
Reinforce a positive environment by learning and adopting best practices. Maintain & develop ties with an external network of peers and identify prospective talent for our research pipelines.
Assist with documentation for senior team members. Learn and follow ethic and privacy policies while exeuctive research processes or collecting information.
Requirements:
Required Qualifications:
A Bachelor's degree in Computer Science, Computer Engineering, Infromation Systems, Industrial Engineering or Data Science.
Currently pursuing M.Sc. or Ph.D. in Data Science or related field AND relevant internship experience (e.g. statistics, predictive analytics, research in Machine Learning).
Proficiency in using Python and SQL.
Strong theoretical bacground in classical Machine Learning and Deep Learning.
Hands-on experience working with Large Language Models (LLMs): building applications, conducting experiments, and being familiar with techniques to evaluate their performance.
Must have at least 3 semesters remaining for graduation (graduation date: January 2026 and onward).

Preferred Qualifications:
Experience in setting up and working in Cloud environment.
Relevant publications in machine learning / NLP / data mining journals and conferences (e.g., ICML, KDD, AAAI, NeurIPS, ICLR, ACL, WSDM, ICDM).
Experience with deep learning frameworks such as Pytorch.
Previous experience as an ML or MLOps Engineer.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
4 ימים
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
Are you looking to work at the forefront of Machine Learning and AI? Would you be excited to apply cutting edge Generative AI algorithms to solve real world problems with significant impact? The Generative AI Innovation Center at AWS is a new strategic team that helps AWS customers implement Generative AI solutions and realize transformational business opportunities. This is a team of strategists, data scientists, engineers, and solution architects working step-by-step with customers to build bespoke solutions that harness the power of generative AI.

You will work directly with customers and innovate in a fast-paced organization that contributes to game-changing projects and technologies. You will design and run experiments, research new algorithms, and find new ways of optimizing risk, profitability, and customer experience.

Were looking for ML Data Scientists capable of using GenAI and other techniques to design, evangelize, and implement state-of-the-art solutions for never-before-solved problems.

Key job responsibilities:
* Collaborate with ML scientist and architects to Research, design, develop, and evaluate cutting-edge generative AI algorithms to address real-world challenges.
* Interact with customers directly to understand the business problem, help and aid them in implementation of generative AI solutions, deliver briefing and deep dive sessions to customers and guide customer on adoption patterns and paths to production.
* Create and deliver best practice recommendations, tutorials, blog posts, sample code, and presentations adapted to technical, business, and executive stakeholder.
* Provide customer and market feedback to Product and Engineering teams to help define product direction.
Requirements:
BASIC QUALIFICATIONS:
- Masters degree (or European advanced degree equivalent) in Computer Science, or related technical, math, or scientific field.
- Relevant experience in building large scale machine learning or deep learning models and solutions.
- Experience communicating across technical and non-technical audiences.
- Experience in using Python and hands on experience building models with deep learning frameworks like Tensorflow, Keras, PyTorch, MXNet.
- Fluency in written and spoken Hebrew and English.

PREFERRED QUALIFICATIONS:
- Proven knowledge of Generative AI and hands-on experience of building applications with large foundation models.
- Proven knowledge of AWS platform and tools.
- PhD degree in Computer Science, or related technical, math, or scientific field.
- Hands-on experience of building ML solutions on AWS.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
09/05/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
an exciting Artificial Intelligence well funded startup in the heart of Tel Aviv (a short walk away from Azrieli train station). leveraging Machine Learning and Computer Vision to bring AI to optimize passenger journeys, making security screening accurate, fast and labor free.

Job Description
We are looking for new team members who share our passion for finding answers to difficult questions and new radical ways to build scalable and trustworthy data & analytics solutions, helping every team in the organization make faster and better decisions.

Data is the underlying asset of our vision. You will directly impact the core value of the product. Youll play a pivotal role in our ongoing mission to develop an advanced analytic pipeline capable of handling diverse data types and forms without manual intervention. Your expertise in advanced analytics will help provide predictive insights that drive business growth.

The successful candidate will turn data into information, information into technology insight that will promote us in the product and business levels. The main role is to interpret data and analyze results using statistical techniques and tools for providing ongoing reports. The Individual chosen for this position will have the opportunity to promote unique ideas, data collection systems and other strategies that optimize statistical efficiency and quality.

This position allows great exposure and growth opportunities in the company.

Responsibilities:
Data sets and subsets generation. Mapping business requirements to a well defined set of benchmarks and tests (building the data infrastructure to be used for the models)
Conducting precise measurement, comprehensive analysis, and insightful conclusions on overall business, technology and product activities
Defining technical requirements in collaboration with various organizational departments and ensuring their seamless implementation.
Proactively identify trends and opportunities for improvement while sharing your findings with a variety of stakeholders and management team.
delivering actionable insights and tools that help teams from across the organization to make impactful decisions.
Stay up-to-date with the latest trends and technology in the data industry.
Define automatic processes regarding to reports and deep analysis
Requirements:
+4 years of experience as a data analyst.
Ability to work as part of an agile and quickly growing team
B.Sc in Information Systems or Industrial Engineering
Understanding of reporting architecture: data warehousing, ETL, and data modeling.
Multitasked, independent, with excellent organizational skills that can provide support of multiple projects
Strong interpersonal skills and ability to work collaboratively in a team environment
Attention to details and constant curiosity to learn and solve problems
Experience or knowledge in Machine Learning or AI environments- huge advantage
Robust skills in data manipulation, statistical analysis, and data visualizations
Excellent written and oral communication skills in English
Experience in python or other scripting languages
Knowledge in SQL and Excel
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
2 ימים
Location: Tel Aviv-Yafo and Herzliya
Job Type: More than one
We are looking for a highly motivated and experienced Principal Data Scientist to join our team! The Education Insights team in our Education builds and operates experiences to empower and delight learners and educators for the betterment of education of millions of users worldwide.

The successful candidate will have strong engineering capabilities with high Python proficiency and a deep understanding and experience in machine learning and AI. You will work closely with cross-functional teams to create cutting edge LLM-based experiences, make decisions using data and be responsible for developing innovative solutions that drive towards the future of AI in education. We are looking for enthusiastic and creative thinkers and doers to join us in meeting the challenge of shipping AI products that meet the needs of learners in a changing world.

Responsibilities:
Adopt, contribute to, and improve the teams existing technical stack and infrastructure to build differentiated features in the Education space.
Stay up to date with AI technology, advise on how we can adapt and embrace new technologies methodologies and ideas.
Provide hands-on technical work: design, analytics/modeling and fine tuning, dataset development, code reviews, development, quality assurance.
Build relationships with partners within our company (applied) Research Teams to bring innovation to new and existing products.
Foster a culture of inclusivity and disciplined data and software engineering practices to deliver business value, guided by data.
Creating and sustaining an effective team culture is extremely important to us. We value and promote a high trust environment where we work closely and effectively with others.
We emphasize a culture of continuous learning and so having a growth mindset and passion for learning is important. You should expect that your teammates will be invested in helping make you successful and expect the same in return from you. We recognize and celebrate the uniqueness of each person on the team and leverage our diversity to create more inclusive products for our customers.
Requirements:
Required Qualifications:
Doctorate in Data Science, Mathematics, Statistics, Econometrics, Economics, Operations Research, Computer Science, or related field AND 5+ years data-science experience (e.g., managing structured and
unstructured data, applying statistical techniques and reporting results)
OR Master's Degree in Data Science, Mathematics, Statistics, Econometrics, Economics, Operations Research, Computer Science, or related field AND 7+ years data-science experience (e.g., managing structured and unstructured data, applying statistical techniques and reporting results)
OR Bachelor's Degree in Data Science, Mathematics, Statistics, Econometrics, Economics, Operations Research, Computer Science, or related field AND 10+ years data science experience (e.g., managing structured and unstructured data, applying statistical techniques and reporting results).
OR equivalent experience.

Preferred Qualifications:
10+ years of AI/ML experience in the industry (5+ years for PhD).
Technical skills in AI and machine learning.
Track record of shipping innovative AI-based products at scale.
Extensive and up to date knowledge and experience with LLM and other modern AI methods.
Coding skills and knowledge of Python AI ecosystem.
Problem-solving skills and creative thinking ability, coupled with a capacity to swiftly and independently grasp new technologies.
Ability to communicate, written and verbal.
Keen interest in Education.
Publications of AI-related research.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
15/04/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time and Hybrid work
A day in the life:
Work with large and complex data sets to solve a wide array of challenging problems using different analytical and statistical approaches.
Analyze our risk product, identify improvements, and communicate results with internal stakeholders, including leadership, to ensure these are incorporated into business processes.
Lead our risk model data science performance monitoring. Define, understand, and test opportunities to improve the product, and drive roadmaps through your insights and recommendations.
Deliver directions for future data science research that are related to the model performance.
Design data collection strategies and their applications for building new products. Collaborate with the data engineering team to define and implement data processing workflows.
Participate in the design of data preparation processes, ensuring seamless integration of business requirements and technical feasibility.
Exemplify and foster our humble, collaborative and impact-obsessed culture.
Requirements:
What you will need:
2+ years of experience as a Data Scientist.
2+ years of experience as a data/business/research analyst.
BSc in Bachelor's degree in Mathematics, Statistics, a relevant technical field. MSc in relevant field - Advantage.
Wide experience in analytical and research roles; analyzing business problems, conducting comprehensive data analysis, implementing and testing solutions.
An analytical mindset, with an ability to understand complex problems, visualize data and extract valuable insights.
Experience with supervised and unsupervised machine learning models (GLM, GAM, XGBoost, Deep Learning, etc).
Hands-on programming experience with Python ML packages (such as Pandas and scikit-learn) and data querying using SQL.
Keep up to date with new developments in the DS field and adopt these to improve existing products.
A product-driven mindset with a knack for transforming research outcomes into impactful products.
Excellent communication skills can articulate experiment goals and methodologies clearly and communicate insights in an easily accessible way to the team.
Experience with risk models or insurance companies - Advantage.
Good attitude and ability to enjoy the ride as we grow :)
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
11/04/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
We are looking for exceptional hands-on data science, machine learning, and algorithms researchers. Our data science group builds well-crafted machine learning systems which are at the core of unique position to prevent online fraud. you will have the opportunity to analyze complex non-stationary data, innovate, acquire, and demonstrate a wide range of skills and expertise in machine learning while maintaining a focus on delivering systems to production and making an impact. If you possess strong analytical ability and the know-how to translate your ideas into reality, we would like to have the chance to talk to you.

What you'll be doing:
Research and develop innovative machine learning projects up to deployment in production.
Lead projects, initiatives, and multidisciplinary task forces in a dynamic business environment.
Mentor other data scientists, influence your teammates' projects, advise colleagues from other disciplines.
Solve complex, unique data science problems that do not have an off-the-shelf solution. Dive deep into complex and multi-dimensional data sets to identify patterns, anomalies, and potential fraud indicators.
Work closely with domain experts and researchers to integrate domain-specific knowledge into our fraud detection models. Collaborate on research projects to explore new approaches and technologies.
Employ a wide range of techniques from data science, machine learning, statistics, probability, algorithms, and whatever is necessary to solve the most crucial problems is facing.
Requirements:
At least 8 years experience working with machine learning, data science, statistical or probabilistic modeling
Experience leading teams, multidisciplinary task forces or large data science projects from initiation to production.
An academic degree in Mathematics, Computer Science, Statistics, Engineering, Physics, or other related discipline, with a GPA of 90+
Proficiency working in Python or another general-purpose programming language
A proven history of achieving excellence, taking ownership, and making meaningful impact
Enjoy solving difficult problems, and great at it
Love working with other people, collaborating, and sharing ideas
Advanced academic degree - an advantage
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
06/05/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
We are looking for a talented Data Science Team Lead who will help design and manage data-driven strategies and algorithms within the companys core acquisition engine and deploy them end-to-end.

We hypothesize theories and prove them in production within hours (instant data gratification!). You will become the focal point of our data team and streamline processes, and will be responsible over company revenue streams.

If you enjoy a high level of autonomy in a fast-paced business and work environment within a growing organization - take a seat!

What you will do:
Lead and mentor a team of extremely talented and success-hungry Data Scientists.
Initiate & manage cutting-edge projects from inception to delivery, including developing structured and automated solutions.
Lead the data strategy: be responsible for planning, prioritizing and building the right data solutions to support business needs.
Apply your scientific knowledge and creativity to analyze large volumes of diverse data and develop algorithmic solutions and models to solve complex problems.
Identify and propose data science and algorithmic solutions for various product initiatives.
Use your excellent communications skills, both written and verbal, to explain technical concepts and analysis implications to senior leaders, and influence cross-functional teams to improve performance.
Partner with other departments (i.e. Management, R&D, Product) to support decision making.
Requirements:
5+ years of practical analytics experience in big data businesses (preferable - B2C company) 2+ years experience of managing a team.
A hands-on, passionate person who likes to get to the bottom of things in terms of both algorithms, data and business.
Excellent analytical skills with experience in querying large, complex data sets
Strong understanding of statistics.
Hands-on experience with machine learning algorithms, , SQL, and data visualization tools.
Self-learner, multi-tasker, able to work independently, highly organized, proactive & problem-solver.
BSc degree (or higher) in Mathematics, Statistics, Engineering, Computer Science or any other quantitative field.
Big plus if you have experience in implementing real-time machine learning and data mining algorithms in large scale environments and familiarity with the Ad-Tech industry.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
14/04/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
We are looking for an experienced Data Scientist who can leverage and develop innovative machine learning, NLP, and AI technologies, for solving problems within our Search and matching domain.
As a part of our Data Science group, you will work on highly complicated challenges, from research to production, and help shape our algorithms and ML platform. You will work with Developers, Analysts, Product Managers, and business owners on growth opportunities and new ideas.
You should have a strong background and experience in the machine learning pipeline through business understanding, research, data exploration, feature engineering, model building, performance evaluation, testing, production-level code and deployment, model monitoring, and maintenance.
What am I going to do?
Take leading roles in projects around our search & matching engine: ranking, semantic search, user segmentation and personalization, Gen AI within our core mechanisms, real-time predictions, live streaming data utilization for our online models, etc.
Provide advanced Data Science solutions end to end.
Write and own production models and code.
Independent research and innovation in new content and technological domains.
Lead and advise other team members.
Continuously produce new initiatives and improvement ideas.
Act as a leader of our Data Science AI platform.
Requirements:
MSc in Computer Science/Engineering or related field with a focus on AI, machine learning, or related fields - a must.
5+ years of production environment experience, working with predictive and probabilistic models, NLP algorithms, classification models, search and recommendation techniques - a must.
Proven record for successful production implementation of translating product/business requirements into a technical solution.
Team player, Ability to handle several tasks simultaneously.
Strong knowledge in Python and SQL.
Spark and Big data technologies experience an advantage.
Research experience - an advantage.
Experience with e-commerce - an advantage.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
16/04/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
A global marketing tech company, recognized as a Leader by Forrester and a Challenger by Gartner. We work with some of the world's most exciting brands, such as Sephora, Staples, and Entain, who love our thought-provoking combination of art and science. With a strong product, a proven business, and the DNA of a vibrant, fast-growing startup, we're on the cusp of our next growth spurt. It's the perfect time to join our team of ~450 thinkers and doers across NYC, LDN, TLV, and other locations, where 2 of every 3 managers were promoted from within. Growing your career is basically guaranteed.
As a Customer Data Engineer, you will be a part of a strong energetic, and fast-growing global team. You will be an integral part of clients' onboarding and ongoing data requests and projects. You will be working closely with internal PM and CSM teams as well as interacting directly with clients data teams across different business verticals. Your core responsibilities will involve playing an active role in collaborating with internal teams to construct tailored data transformations and manipulations while working with top-notch technology (Cloud tech etc.) The ideal candidate is an SQL whiz with a strong work ethic, robust analytical and technical capabilities, and highly effective time management skills. We are looking for a master multi-tasker who thrives in challenging, fast-paced environments, with agility and ease. 
The Customer Data Engineer is a position that brings with it an excellent opportunity to learn and grow within a rapidly expanding company on the cutting edge of Martech. 
Responsibilities:  
​Develop and support a wide range of data transformations and migrations 
Construct custom ETL processes: Design and implementation of data pipelines and data marts, access versatile data sources, and apply data quality measures 
Investigate data mismatches and apply solutions 
Work side by side and support the Customer Success teams in order to meet customer business needs. 
Interact with clients to understand business needs and collaborate on project scopes, planning, and execution. 
Requirements:
Graduate with a degree in Industrial Engineering and Management or a similar major 
Experience with databases and SQL - a Must 
Outstanding technical and analytical skills 
Highly motivated with an exceptional work ethic 
High attention to detail with an ability to work on multiple projects simultaneously 
Strong interpersonal and communication skills 
Quick, self-learning capabilities and creativity in problem-solving 
Preferred: 
Familiarity with Python 
Familiarity with Airflow, ETL tools, Snowflake and MSSQL 
Hands-on with VCS (Git) 
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
06/05/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
We are looking for a passionate Senior Data Scientist to join our all-star team.

This is an amazing opportunity to join a multi-disciplinary A-team while working in a fast-paced, results, marketing and data-oriented environment.

If you are experienced but still hungry to learn and impact - wed love to have you on our team!

What You'll Do:
Devise, initiate, manage and execute cutting edge exploration and exploitation projects.
Apply your knowledge of Data Science and algorithm development to create data solutions.
Analyze extremely large (petabytes) and diverse datasets to solve complex problems.
Develop algorithmic solutions to do it for you.
Proactively seek growth opportunities aligned with core KPIs
Partner with other functions in the company, to support decision making
Instant data gratification guaranteed!
Requirements:
5+ years of practical analytics experience in big data businesses (preferable - B2C company)
A hands-on, passionate person who likes to get to the bottom of things in terms of algorithms, data and business
Excellent analytical skills with experience in querying large, complex data sets
Strong understanding of statistical significance; Hands-on experience with machine learning algorithms; Python and data visualization tools such as Tableau, Looker, etc.
BSc degree (or higher) in Mathematics, Statistics, Engineering, Computer Science or any other quantitative field
Self-learner, multi-tasker, able to work independently
Self-sufficient proactive problem-solver
Excellent communications skills, both written and verbal
Familiarity with the Ad-Tech industry - a big plus
Experience in implementing real-time machine learning and data mining algorithms in large scale environments - a big plus
Fun to work with & a team player :)
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
עדכון קורות החיים לפני שליחה
עדכון קורות החיים לפני שליחה
7712441
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