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17/03/2024
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שם חברה חסוי
מיקום המשרה: תל אביב יפו
סוג משרה: משרה מלאה
משרות דומות שיכולות לעניין אותך
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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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נאספה מאתר אינטרנט
14/04/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
We're seeking a dynamic AI Guild Manager to spearhead our AI-first transformation.
This leader will build, manage, and inspire a cross-functional AI Guild focused on educating, ideating, and delivering cutting-edge AI solutions across our company. You'll work closely with the CEO and other stakeholders to embed AI concepts into our processes, product development, and decision-making. If you are passionate about driving innovation with AI, GenAI, ML, and NLP, and possess hands-on technical expertise with a strong entrepreneurial spirit, this is the perfect role for you!
What am I going to do?
Build and Lead the AI Guild: Recruit, retain, and provide guidance to a high-performing team of AI practitioners across various areas of expertise.
AI Strategic Vision: Partner with the CEO and executive team to establish and execute a company-wide AI strategy that aligns with business objectives.
Educate and Innovate: Design and run AI training programs for employees, and facilitate knowledge-sharing on best practices and potential applications of AI. Create a culture of continuous AI learning and exploration.
Ideation and Solutioning: Actively collaborate with various teams to understand problems and opportunities; ideate and prototype AI solutions.
Technical Acumen: Provide hands-on expertise in the design, development, and deployment of AI models, particularly using cutting-edge techniques in GenAI, ML, and NLP.
Requirements:
Master's degree in Computer Science, Machine Learning, Data Science, or a related field (Ph.D. is a strong advantage).
3+ years of proven experience leading AI initiatives and teams.
Exceptional depth of knowledge in AI, GenAI, ML, and NLP concepts, methods, and tools.
Entrepreneurial mindset with a track record of driving innovation and identifying disruptive AI-related opportunities.
Strong project management skills and the ability to handle multiple complex initiatives simultaneously.
Excellent communication skills with the ability to translate technical concepts into understandable terms for different audiences.
Preferred Qualifications:
Startup or small company experience in founding or driving high-growth initiatives.
Working knowledge of cloud-based AI infrastructure (AWS, GCP, Azure, etc.).
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
21/03/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
We are looking for the best minds and spirits to join us in our journey. We know our product is only as great as the individuals building the hardware and software and harnessing data for good causes. Being a great team member means being eager to learn and grow, able to challenge while accepting being challenged, and working for the team and the product with enthusiasm and passion.

We are now hiring a Senior Data Scientist, with the experience, skills and data-driven reasoning to take a leading role in solving our core data science challenges. To meet these, You will be expected to exhibit outside-of-the-box thinking and leadership skills, while collaborating with the engineering, hardware, data and field application teams.

As a member of our Power AI team, you will tackle unique challenges in the domain of Optical Fiber Sensing in electric power lines. Fiber Sensing data measures the acoustic signal along an optical fiber which can be interpreted as a continuous acoustic signal originating from tens of thousands of microphones spanning over hundreds of kilometers. You will cultivate a deep familiarity with this domain and research novel ML approaches that address domain specific challenges.

Responsibilities:
Devise, initiate and manage machine learning projects for solving challenging problems in the Power domain.
Develop cutting edge models for regression, classification, time series forecasting, and more.
Use advanced data analysis and visualization tools to gain insights from diverse real-world physical data.
Proactively seek new directions for tackling hard-to-crack problems, including devising real-world experiments and data collection, and collaborating with fellow physicists and engineers.
Learn new topics and conduct literature reviews to gain deep familiarity with relevant physical domains, such as optics, acoustic vibrations and weather forecasting.
Work in a dynamic environment of short life cycle research and development.
Requirements:
Requirements:
Motivated, eager to tackle challenges with a can do attitude.
Excellent communication and teamwork skills.
Proven track record of excellence in solving machine learning challenges.
At least 5 years of experience in the industry.
Strong Python programming skills.
Strong Data analysis and Presentation skills.
Advanced degree (M.Sc or higher) in a relevant field (Computer Science, EE, Physics, etc).
Experience with Digital Signal Processing.
Experience with ML and numerical libraries (NumPy, Pandas, Scikit-learn, Pytorch, etc.).

Advantages:
Experience with designing and training Deep Learning models.
Experience with Sensors / Physical Signals.
Experience with Statistics, Time series and forecasting models.
Familiarity with MLOps tools and working with ML pipelines.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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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.
 
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הגשת מועמדותהגש מועמדות
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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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הגשת מועמדותהגש מועמדות
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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.
 
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הגשת מועמדותהגש מועמדות
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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.
 
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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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הגשת מועמדותהגש מועמדות
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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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הגשת מועמדותהגש מועמדות
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נאספה מאתר אינטרנט
07/04/2024
Location: Tel Aviv-Yafo
Job Type: Full Time
As an AI Solution Engineer, you will play a critical role in ensuring our AI solutions optimal performance, reliability, and continuous improvement. You will be responsible for monitoring the performance of AI models, detecting data drift, deploying AI modules, designing customized solutions, investigating issues, and developing tools to support data analysis. This role requires expertise in data science, system engineering, analytics, statistical analysis,product and clinical understanding, and proficiency in Python and SQL. The ideal candidate holds a relevant degree, with a master's degree being an advantage, and possesses hands-on experience managing AI solutions in an operational production environment.

Responsibilities
Deploying AI modules to production:

Collaborate with cross-functional teams to integrate AI solutions into existing workflows.
Deploy, configure, and implement hundreds of AI modules yearly using our orchestration mechanisms.
Design scalable deployment methodologies for new AI products
Address complex challenges associated with data in operational production environments, such as data quality, availability, and integration.
Collaborate with different stakeholders across the organization to make sure production requirements are addressed when new modules and products are developed.
Maintain our AI solutions in top performance:

Become a crucial part of our Ops team and work in a live operational environment, finding real-time solutions to complex problems.
Monitor the performance of AI solutions, ensuring they deliver accurate and reliable results using existing monitors.
Implement mechanisms to monitor and detect data drift to ensure AI models remain effective over time.
Design new monitoring solutions and metrics to address production issues, data drifts, and performance degradation.
Investigate issues raised by our customers and identify root causes, recommend corrective actions, and implement solutions to prevent reoccurrence
Tool Development:

Develop tools and scripts to support data analysts and ensure efficient data processing and analysis.
Visualize data in informative and to the point visualizations.
Automate tasks related to AI deployment, data validation, and reporting.
Requirements:
Bachelor's degree in a relevant field (Computer Science, Data Science, Engineering, and other related STEM fields). A Master's degree is an advantage.
At least 3 years of proven experience in data science, and data analytics in a professional setting.
Experience as a system engineer or technical project manager is an advantage
2-3 years of Experience in AI operations, deployment of AI modules, and productionization of AI is an advantage.
Strong proficiency in Python and SQL for data analysis, scripting, and automation.
Familiarity with statistical analysis, machine learning concepts, and AI model evaluation.
Exceptional problem-solving skills and the ability to troubleshoot complex technical issues.
Strong collaboration and communication skills to work effectively with cross-functional teams.
Analytical mindset and attention to detail to ensure AI solutions deliver reliable and accurate results.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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