דרושים » תוכנה » Data Scientist

משרות על המפה
 
בדיקת קורות חיים
אבחון און ליין
VIP
הפוך ללקוח VIP
רגע, משהו חסר!
נשאר לך להשלים רק עוד פרט אחד:
 
שירות זה פתוח ללקוחות VIP בלבד
AllJObs VIP
14/03/2024
משרה זו סומנה ע"י המעסיק כלא אקטואלית יותר
מיקום המשרה: תל אביב יפו
סוג משרה: משרה מלאה
משרות דומות שיכולות לעניין אותך
סגור
דיווח על תוכן לא הולם או מפלה
מה השם שלך?
תיאור
שליחה
סגור
v נשלח
תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
 
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.
 
Show more...
הגשת מועמדותהגש מועמדות
עדכון קורות החיים לפני שליחה
עדכון קורות החיים לפני שליחה
7691756
סגור
שירות זה פתוח ללקוחות VIP בלבד
סגור
דיווח על תוכן לא הולם או מפלה
מה השם שלך?
תיאור
שליחה
סגור
v נשלח
תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
 
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.
 
Show more...
הגשת מועמדותהגש מועמדות
עדכון קורות החיים לפני שליחה
עדכון קורות החיים לפני שליחה
7693885
סגור
שירות זה פתוח ללקוחות VIP בלבד
סגור
דיווח על תוכן לא הולם או מפלה
מה השם שלך?
תיאור
שליחה
סגור
v נשלח
תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
 
נאספה מאתר אינטרנט
10/04/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
we are looking for a Senior Data Scientist
Responsibilities

Working on projects across multiple DS disciplines (Tabular datasets, Vision, NLP, Bayesian modeling, etc..)
Apply complex analytical techniques to derive actionable insights.
Converting business needs into working data science projects (Identifying problems and providing solutions from ideation to deployment).
Conducting research and implementing new initiatives.
Working closely with our product, analysis, data and development departments.
Designing and Creating machine learning and DS pipelines used to ease, enhance and automate analysis tasks.
Optimizing and improving existing ML/DL models and pipelines.
Working with big data (BigQuery, SQL).
Requirements:
M.Sc / PhD in Computer Science/Mathematics/Statistics/Engineering or related fields.
4+ years of experience of work as a data scientist.
Working on big data projects and environments.
5+ years of experience with python and data science related frameworks and packages (Jupyter, Pandas, Numpy, Scipy, ScikitLearn, Plotly).
Experience with Deep Learning (Pytorch / Tensorflow) within the following disciplines: NLP / Vision / Tabular Data / Time Series Forecasting.
Strong statistical, analytical & problem solving skills.
Hands on SQL skills, ability to understand, write and maintain complex queries.
Team player with strong communication skills.
Strong knowledge of software-engineering principles such as modularity, automated testing, and documentation
Fluent in english
Advantages

Working in research teams.
Experience of reading and reproducing academic papers.
Experience of conducting experiments and optimizing models.
Experience with Google Cloud Platform (BigQuery, CloudRun, CloudFunctions, VertexAI)
Experience with Linux environment and shell scripting.
Domain experience of game analytics (LTV, UA, Creative Analysis, Time Series Analysis).
Experience with leading end-to-end projects.
This position is open to all candidates.
 
Show more...
הגשת מועמדותהגש מועמדות
עדכון קורות החיים לפני שליחה
עדכון קורות החיים לפני שליחה
7688102
סגור
שירות זה פתוח ללקוחות VIP בלבד
סגור
דיווח על תוכן לא הולם או מפלה
מה השם שלך?
תיאור
שליחה
סגור
v נשלח
תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
 
נאספה מאתר אינטרנט
16/04/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
We are looking for an experienced data scientist with deep data science skills to join our team.
Responsibilities:
Conduct algorithmic research, development and evaluation on various computational biology problems across our platform
Design the architecture and be highly involved in the implementation of our bioinformatics pipeline
Continuously keep up to date with the state of the art tools in bioinformatics and ML
Thoroughly evaluate dataset quality and biases
Help define the technological strategy of the company.
Requirements:
PhD/ MSc in computer science, computational biology or a related field. Alternatively, equivalent industry experience in algorithms positions of at least 3 years
Python proficiency is a must
Strong understanding of statistical hypothesis testing and experience in applying statistical methods on biological datasets
Hands-on experience of bringing algorithms from research to commercial use
A team player, with ability to work independently
Advantages:
Experience with causal inference tools
Experience with deep learning methods such as GNNs and auto encoders
Solid understanding of molecular and cell biology together with bioinformatic tools and techniques
experience with proteomics data analysis - advantage.
Can do attitude
This position is open to all candidates.
 
Show more...
הגשת מועמדותהגש מועמדות
עדכון קורות החיים לפני שליחה
עדכון קורות החיים לפני שליחה
7694832
סגור
שירות זה פתוח ללקוחות VIP בלבד
סגור
דיווח על תוכן לא הולם או מפלה
מה השם שלך?
תיאור
שליחה
סגור
v נשלח
תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
 
פורסם ע"י המעסיק
29/03/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
Who are we??? A pioneering music and art platform, committed to empowering creators with accessible and high-quality content. We are obsessed with our customers, value fast delivery, thrive on creativity, and champion collaboration. We believe in fostering an environment where innovation meets art, and music fuels creativity.
Position Overview:
We are seeking a passionate and experienced data Scientist to join our dynamic team. This role is ideal for someone who is product-oriented, thrives in a fast-paced environment, and is focused on delivering tangible value to our users. With at least 3 years of experience in the field, the ideal candidate will bring a blend of technical expertise, creativity, and a love for music and art to our team.
Key Responsibilities:
- Design, develop, and deploy Machine Learning algorithms from inception to production, leveraging machine and deep learning frameworks
- Work collaboratively with product managers to define problems, identify solutions, and iterate on feedback to refine those solutions.
- Deliver end-to-end Machine Learning -based features at a rapid pace, ensuring high-quality and impactful user experiences.
- Engage in research and application of cutting-edge technologies, including Multimodal models, and large language models (LLMs), to drive innovation within our platform.
- Contribute to the development of recommender systems and search functionalities, enhancing user engagement and satisfaction.
Requirements:
Qualifications:
- At least 3 years of experience as a data Scientist, with a proven track record of delivering Machine Learning algorithms to production.
- Extensive knowledge of ML disciplines and algorithms
- Excellent programming skills in Python, SQL
- Proficient in PyTorch, GPU computing, Scikit-learn or other ML frameworks - a plus
- Familiar with cloud services such as Amazon SageMaker and Vertex AI pipelines.
- Experience in developing recommender systems, search algorithms - a plus
- Experience with multimodal models - a plus
- Creativity and a passion for music and art - a plus
- Excellent teamwork skills, with experience working closely with product managers and other stakeholders to deliver user-centric solutions.
- A team player who is also self-sufficient, able to work independently as well as part of a diverse team.
Why Join us?
You'll be part of a culture that values creativity and innovation, where your work directly impacts millions of creators worldwide. We offer a collaborative, fast-paced environment where learning and growth are encouraged. Embrace the opportunity to contribute to a platform that blends art with technology, all while being part of a team that's passionate about delivering exceptional content to our community.
This position is open to all candidates.
 
Show more...
הגשת מועמדותהגש מועמדות
עדכון קורות החיים לפני שליחה
עדכון קורות החיים לפני שליחה
7612572
סגור
שירות זה פתוח ללקוחות VIP בלבד
סגור
דיווח על תוכן לא הולם או מפלה
מה השם שלך?
תיאור
שליחה
סגור
v נשלח
תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
 
נאספה מאתר אינטרנט
5 ימים
Location: Tel Aviv-Yafo and Herzliya
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.
 
Show more...
הגשת מועמדותהגש מועמדות
עדכון קורות החיים לפני שליחה
עדכון קורות החיים לפני שליחה
7702596
סגור
שירות זה פתוח ללקוחות VIP בלבד
סגור
דיווח על תוכן לא הולם או מפלה
מה השם שלך?
תיאור
שליחה
סגור
v נשלח
תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
 
נאספה מאתר אינטרנט
11/04/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
we are looking for an excellent Data Science Manager to join our team! Stand as the unique leader, positioned at the intersection of fraud analysis, data science, and system flow engineering, to extract insights and deliver pivotal components of logic at the core of the system.

What youll be doing:

Be the professional leader and mentor to a team of talented data scientists and researchers.
Devise creative solutions to highly intricate real-world problems, using statistics, domain expertise, ML, graph theory, or anything else.
Work on the core of a multi-faceted system, at the junction of identity, similarity, and fraud detection, which is at the heart of technology, and critical to its bottom line.
Find techniques for automated learning from our data, which is meso-big and only sometimes tagged. In particular, hold our complex similarity search, clustering and anomaly detection fields.
Work alongside domain experts to define and develop the way we should synthesize a large corpus of analytical knowledge insights into a scalable streamed flow.
Develop measures, metrics, and uses for our large graph of humans and how to spot those fraudsters hiding in there.
Promote solutions and sophisticated ideas, communicate them to peers, management and customers. Be the Data Science face of the identity network domain of the company.
Requirements:
Proven record of at least 3 years of leading a team of experienced data scientists with clear KPIs and results that moved the needle. Strong academic background and hands-on industry experience. Working with analysts or domain experts - an advantage.
Proven ability to work well sideways (with peers and vendors) and upward (with management).
Proven team building and management abilities. Your people are very effective, happy, energized, and grow.
Delivery oriented and capable: Algorithms, processes, specifications to R&D.
Proactive. Tell us where we can use data more effectively, but we currently do not. Draw the boundaries of what is possible - you are the expert.
Wide knowledge of statistical methods, Bayesian probability, and machine learning techniques.
Background in: Python, SQL,
Experience with Big Data, including parallel processing of NoSQL data stores - a plus.
Professional proficiency in English.
This position is open to all candidates.
 
Show more...
הגשת מועמדותהגש מועמדות
עדכון קורות החיים לפני שליחה
עדכון קורות החיים לפני שליחה
7689838
סגור
שירות זה פתוח ללקוחות VIP בלבד
סגור
דיווח על תוכן לא הולם או מפלה
מה השם שלך?
תיאור
שליחה
סגור
v נשלח
תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
 
נאספה מאתר אינטרנט
26/03/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time and Hybrid work
The Core Engineering group specializes in developing EverC's Data & AI-based detection capabilities, processing millions of data points daily. Identifying threats, revealing patterns, and seizing opportunities are our core objectives. Maintaining a robust and reliable data infrastructure is paramount to our success.
Role & Responsibilities:
EverC is actively seeking an experienced and passionate Data Scientist / Machine Learning Engineer to enhance our capability in identifying and mitigating the presence of undesirable products on well-known e-commerce platforms. In this critical role, you will leverage our vast data resources to drive innovations from the ground up. Your responsibilities will include:
Assume full ownership of end-to-end ML projects, from data analysis, design, and planning, to implementation, deployment, and impact analysis.
Proactively seek out and evaluate new ML and DL algorithms, including LLMs and computer vision algorithms, to enhance system performance. By developing prototypes and conducting experiments.
Collaborate closely with software engineers, data analysts, and product managers to ensure productization of ML solutions.
Requirements:
4+ years of proven experience as a Data Scientist / ML engineer, developing and deploying end-to-end ML/DL pipelines in production environments.
MSc in Computer Science or equivalent.
Good programming skills in python. Ability to write clean and well-structured code.
Experience with Spark, Databricks and AWS is an advantage.
Hands-on experience with LLMs, especially fine-tuning, performance comparison and productization is an advantage.
Result-oriented and thrive in a startup environment.
Comfortable diving into challenging and open-ended problems.
This position is open to all candidates.
 
Show more...
הגשת מועמדותהגש מועמדות
עדכון קורות החיים לפני שליחה
עדכון קורות החיים לפני שליחה
7668079
סגור
שירות זה פתוח ללקוחות VIP בלבד
סגור
דיווח על תוכן לא הולם או מפלה
מה השם שלך?
תיאור
שליחה
סגור
v נשלח
תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
 
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.
 
Show more...
הגשת מועמדותהגש מועמדות
עדכון קורות החיים לפני שליחה
עדכון קורות החיים לפני שליחה
7689754
סגור
שירות זה פתוח ללקוחות VIP בלבד
סגור
דיווח על תוכן לא הולם או מפלה
מה השם שלך?
תיאור
שליחה
סגור
v נשלח
תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
 
נאספה מאתר אינטרנט
18/04/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
Lead the data science field within the company.

Build & Refine the company's AI / ML algorithms.

Proactively seek new directions for tackling hard-to-crack problems, including devising real-world experiments and data collection.
Develop and implement advanced algorithms and models to process unstructured documents like PDFs, extracting insights through entity recognition.

Collaborate cross-functionally to translate business needs into actionable data science solutions, conducting thorough data analysis and feature engineering to uncover trends within unstructured data.

Working closely with the company's CTO and architect.
Requirements:
Technical Skills:
3+ years of experience in data science.
1 year of experience in Natural Language Processing (NLP) research or related fields.
Strong knowledge of machine learning and AI, particularly in building and deploying predictive modeling solutions.
AI / ML experience with Big Data.
Deep understanding of both theory and practice of ML.
Proficient in various data store technologies (SQL/ NoSQL).
Strong expertise in Python.
Experience with Deep Learning architectures - CNN, RNN, LSTM, Transformer, etc.
Experience with TensorFlow, PyTorch, sci-kit learn, etc.
Experience with Hierarchical Multimodal Classifier.
Experience with transfer learning.
Experience with AWS infrastructure.

Personal Traits:
Motivated and eager to tackle challenges with a can-do attitude.
Proven track record of excellence in solving machine learning challenges.
Communication skills & ability to articulate complex topics.
Ability to deliver A-Z projects.
Can-do attitude willing to tackle big challenges.
Team player who wants to be part of something greater.
Desire to learn new things and create.
This position is open to all candidates.
 
Show more...
הגשת מועמדותהגש מועמדות
עדכון קורות החיים לפני שליחה
עדכון קורות החיים לפני שליחה
7698897
סגור
שירות זה פתוח ללקוחות VIP בלבד