דרושים » תוכנה » Machine Learning Engineer - Financial Itegrity Risk

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נאספה מאתר אינטרנט
15/04/2024
Location: Tel Aviv-Yafo
Job Type: Full Time
The worlds largest content recommendation platform, is hiring a Senior Machine Learning Engineer.
What are some of the things you do on a day-to-day basis?
Be responsible for the entire algorithmic lifecycle in the company: data analytics, prototyping of new ideas, implementing algorithms models in a production environment and then monitoring and maintaining them
Turn algorithm prototypes into shippable products that will have a significant and immediate impact on the companys revenue
Work on a daily basis with some of the hottest trends in todays job market: machine/deep learning, big data analytics/engineering and cloud computing
Apply your scientific knowledge and creativity to analyze large volumes of diverse data and develop algorithmic solutions and models to solve complex problems
Influence directly on the way billions of people discover the internet
Work on projects such as Internet Personalization, Content Feed, Real Time Bidding, Video Recommendations and much more
Our tech stack:
Python, Java, TensorFlow, Spark, Kafka, Cassandra, HDFS, ElasticSearch, AirFlow, BigQuery, Google Cloud Platform, Kubernetes and Docker.
Requirements:
M.Sc. or PhD. in Computer Science, Mathematics, Engineering or a related field
5+ years of hands on experience with coding machine learning/statistical modeling based solutions
Strong knowledge in Python
Good knowledge in Java, Scala or C++
Familiarity with statistical modeling techniques
Experience in data analysis and visualization and strong knowledge in SQL
Possess strong problem solving and critical thinking skills
It would be great if you also have:
Experience in leading Algorithms projects or teams.
Experience in developing models using deep learning techniques and tools
Experience in developing software within a distributed computation framework.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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נאספה מאתר אינטרנט
15/04/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
The worlds largest content recommendation platform, is hiring a Staff Machine Learning Engineer.
What are some of the things you do on a day-to-day basis?
Be responsible for the entire algorithmic lifecycle in the company: data analytics, prototyping of new ideas, implementing algorithms models in a production environment and then monitoring and maintaining them
Turn algorithm prototypes into shippable products that will have a significant and immediate impact on the companys revenue
Work on a daily basis with some of the hottest trends in todays job market: machine/deep learning, big data analytics/engineering and cloud computing
Apply your scientific knowledge and creativity to analyze large volumes of diverse data and develop algorithmic solutions and models to solve complex problems
Influence directly on the way billions of people discover the internet
Work on projects such as Internet Personalization, Content Feed, Real Time Bidding, Video Recommendations and much more
Our tech stack:
Python, Java, TensorFlow, Spark, Kafka, Cassandra, HDFS, ElasticSearch, AirFlow, BigQuery, Google Cloud Platform, Kubernetes and Docker.
Requirements:
M.Sc. or PhD. in Computer Science, Mathematics, Engineering or a related field
8+ years of hands on experience with coding machine learning/statistical modeling based solutions
Strong knowledge in Python
Good knowledge in Java, Scala or C++
Familiarity with statistical modeling techniques
Experience in data analysis and visualization and strong knowledge in SQL
Possess strong problem solving and critical thinking skills
It would be great if you also have:
Experience in leading Algorithms projects or teams.
Experience in developing models using deep learning techniques and tools
Experience in developing software within a distributed computation framework.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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נאספה מאתר אינטרנט
2 ימים
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time and Hybrid work
We are looking for a Machine Learning Engineer to join our Data Science group.
We are a fast-growing company that is building a multi-product platform for eCommerce brands, and the Data Science group is at the heart of our innovative solutions.
Our group works on fundamental challenges within the eCommerce space which span a variety of domains, such as Machine Learning, Deep Learning, NLP, Generative AI, Reinforcement Learning, Recommendation Systems, Computer Vision and more.
You will:
Build data pipelines & large scale solutions based on ML models.
Work with big data technologies (e.g., AWS, spark, airflow, k8s), ML technologies (e.g., pytorch, keras, mlflow) and software engineering technologies (e.g., git, docker, jenkins).
Collaborate with highly experienced developers and researchers.
Constantly learn new stuff.
Requirements:
B.Sc. / M.Sc. in Computer Science.
0-2 years of experience in software development preferably as an ML engineer, big data developer or backend developer.
At least 1 year of experience developing in python including academic experience such as a final project, advanced courses, student positions etc.
Outstanding achievements in fundamental computer science courses Data Structures, Algorithms, Systems Programming, Object Oriented Programming.
Fast learner.
Significant Advantages:
Experience working with a cloud technology stack (e.g., AWS, Azure).
Academic background or professional experience in big data development (e.g., databases, distributed systems).
Significant project in machine learning or big data development.
Academic background in Machine Learning or related topics.
Experience with Spark or SQL.
Advantages:
High GPA (90+).
Experience working with git.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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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'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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הגשת מועמדותהגש מועמדות
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מודים לך שלקחת חלק בשיפור התוכן שלנו :)
 
נאספה מאתר אינטרנט
09/04/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time and Jobs without resume
Our Research team is growing, and we are looking for a Senior ML Engineer to join the team.
Not Your Typical Senior ML Engineer Role
As an ML Engineer, you will play a key role in the challenge of developing our core product using cutting-edge technology and significantly contributing to our data-for-justice revolution. You possess extensive expertise in ML along with a solid foundation in models and infrastructure development.
There is no one way of doing things. We are open to new ideas and we encourage creativity, new initiatives and entrepreneurial minds.
Responsibilities:
Apply cutting-edge solutions while leveraging our in-house legal textual database, coupled with rich metadata of various features
Develop scalable models and tools using machine learning to extract information from unstructured text
Analyze and generate insights from legal documents using ML and GEN AI
Develop MLOps infrastructure to support our ML models and pipelines.
Work alongside machine learning experts, technologists, product managers, and legal domain experts from across the organization to solve complex problems.
Requirements:
Masters degree or PhD in Data Science, Computer Science or Engineering
4+ years of experience as ML Engineer or Data Scientist
Strong knowledge of Python
Experience with working on a cloud environment (AWS / GCP)
Solid background in algorithms, data structures, and programming
Good understanding of probability and statistics
Team player with ability to share knowledge and insights with the team and other stakeholders
Handle tasks with full ownership from PoC to productization
Problem solver Ability to break down large problems into small incremental steps
Self-learner Ability to learn new ML concepts and technologies and apply them
A big plus:
Experience with Airflow / MLFlow / Databricks / SQL/NoSql DBs / ElasticSearch
Experience in NLP
Experience with using and integrating GEN AI pipelines.
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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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
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.
 
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הגשת מועמדותהגש מועמדות
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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 skill 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.
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.
Stay ahead of the curve by understanding the latest adversarial techniques fraudsters use.
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 5 years experience working with machine learning, data science, statistical or probabilistic modeling
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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