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נאספה מאתר אינטרנט
06/05/2024
Location: Herzliya and Tel Aviv-Yafo
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
6 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
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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פורסם ע"י המעסיק
09/05/2024
Location: Tel Aviv-Yafo
Job Type: Full Time
We are hiring a senior data scientist to join Nucleai’s data science team. A cancer patient wants to know that their diagnosis and treatment are determined with the greatest precision and preferably using the most advanced technology. At Nucleai, we bring cancer patients cutting-edge AI-based technology by improving biopsy interpretation with machine learning and creating novel precision medicine technology. Come join our team of experienced AI engineers and world-renowned clinicians, and help us make a difference. At Nucleai, we believe that talents are our most valued asset, and as such, hiring the right people is one of our most strategic missions.
Position Overview The data science team provides the bottom line to our customers – which patients are the best fit for a cancer treatment and what is the chance of success. We do it by analyzing medical images and clinical data, researching spatial features, developing predictive models and applying statistical methods to evaluate the results. Responsibilities:
* Independently lead the data science perspective in any project or assignment – from data mining, through developing new algorithms, to analyzing results and providing professional insights and guidelines.
* Contribute to the team's internal codebase with high-quality code and development standards.
* Augment our knowledge and best practices, adopt relevant SOTA data science methods and practices.
* Work closely with medical doctors, product and project managers, research scientists and software developers to focus your efforts, build new capabilities and provide value to your colleagues and our customers.
Requirements:
Requirements
* Background in relevant biology domains is required - degree and/or industry experience.
* Advanced degree in relevant technical domains e.g. computer science, statistics, bioinformatics.
* 5+ years of relevant industry experience including a proven track record in the ML domain.
* Hands-on experience with Python (professional developer is a plus).
* Get the job done attitude. Proven track record of success in delivering complex projects.
* Strong interest in working on medical problems and taking a leading part in the field of digital pathology.
* Clinical trials data analysis, computer vision, genomics, publications - Big advantage
Why join us? There are plenty of reasons: Your job matters, use your experience and skills to implement solutions that save lives. Come as you are, Do what you love: We are a diverse team who are inspired to let our people bring their real self to work by providing an inclusive respectful work environment, and openness to feedback and ideas.
* Won the Atlas Award Work with amazing people that share a passion for using technology as a tool to achieve great things.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
17/04/2024
Location: Tel Aviv-Yafo
Job Type: Full Time
We are looking for a Customer Facing Data Scientist (LLM).
As a Customer Facing Data Scientist you will be at the core of our most important effort: how do we solve our customers LLM evaluation pains at scale.
You will work with some of the worlds best AI groups and with our top notch product data science team.
You will play a critical role in ensuring that our customers effectively use LLM Evaluation for testing and monitoring and have full ownership for identifying the best path of implementing the solution into our users LLM pipelines.
Thus helping them to prevent hallucinations, create automatic evaluation flows, and enable continuous performance tracking and improvement. Being customer facing means that you will be working with our customers to understand their needs, help them customize the solution and investigate issues.
This role requires expertise in data science and proficiency in Python. Communicating with customers means that you will need to present your ideas concisely, know how to find a way to work around customers/prospects objections and develop relationships.
The ideal candidate holds a relevant degree and possesses hands-on experience managing LLM solutions in an operational production environment along with a passion to make our customers successful.
Well be going through a lot together, so we want your character and mindset to be a good fit for a fast-moving startup.
Requirements:
B.Sc. in a quantitative field.
At least 2 years of industry experience in AI/ML roles
Exceptional problem-solving skills and the ability to troubleshoot complex technical issues.
Strong collaboration and communication skills to work effectively with cross-functional teams.
Customer-oriented mindset.
Advantage if experienced with:
Major advantage experience in a customer-facing position
Developing LLM-based systems.
MLOps or experience with ML/data engineering.
Experience as a system engineer or technical project manager
This position is open to all candidates.
 
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