דרושים » דאטה » ML & Big Data Analyst

7 ימים
משרה זו סומנה ע"י המעסיק כלא אקטואלית יותר
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סוג משרה: משרה מלאה
משרות דומות שיכולות לעניין אותך
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6 ימים
SimilarWeb
Location: Tel Aviv-Yafo
Job Type: Full Time
Similarweb is the leading digital intelligence platform used by over 3500 global customers. Our wide range of solutions power the digital strategies of companies like Google, eBay, and Adidas.

We help our customers succeed in todays digital world by giving them access to data-driven insights, competitive benchmarks, strategic analysis, and more. In 2021, we went public on the New York Stock Exchange, and we havent stopped growing since!

We are looking for a talented and dedicated ML & Big Data Analyst who will be a part of the Core Data group.

As part of this role, you will help us process and streamline rich and complicated datasets. Will explore and validate new data sources. Be part of the data science and data engineering force creating new features for our solution.

What does the day-to-day of a ML & Big Data Analyst at Similarweb look like:

Apply your expertise in quantitative analysis and data mining to turn data into insights.
Conduct research and develop tools that will ensure the quality of Similarwebs data and algorithms.
Utilize your deep understanding of Similarwebs data in order to evaluate and improve novel algorithms produced by the data scientists in your team.
Partner with Big Data Engineers to establish an infrastructure to scale solutions.
Requirements:
What will I bring to the team?

At least 2 years of work experience in a Tech Company - Must
At least 2 years experience in Python scripting - Must
Experience with SQL for data analysis -Must
Knowledge and understanding of the statistical principles, concepts, methods, and standards- Must
Hadoop/Spark/AWS Infrastructure experience - Big Advantage
Ability to visualize data and experience with a visualization tool and modules (mlplot, matplolib, sns)- Big Advantage
Excellent verbal and communication skills (in English) - Must
Team player, autodidact, fast learner with excellent analytical, research and business skills.
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6 ימים
SimilarWeb
Location: Tel Aviv-Yafo
Job Type: Full Time
Similarweb is the leading digital intelligence platform used by over 3500 global customers. Our wide range of solutions power the digital strategies of companies like Google, eBay, and Adidas.

We help our customers succeed in todays digital world by giving them access to data-driven insights, competitive benchmarks, strategic analysis, and more. In 2021, we went public on the New York Stock Exchange, and we havent stopped growing since!

We are looking for a talented and dedicated Data Analyst who will be a part of the Core Data group.

As part of this role, you will help us process and streamline rich and complicated datasets. Will explore and validate new data sources. Be part of the data science and data engineering force creating new features for our solution.

What does the day-to-day of a Data Analyst at Similarweb look like:

Apply your expertise in quantitative analysis and data mining to turn data into insights.
Conduct research and develop tools that will ensure the quality of Similarwebs data and algorithms.
Utilize your deep understanding of Similarwebs data in order to evaluate and improve novel algorithms produced by the data scientists in your team.
Partner with Big Data Engineers to establish an infrastructure to scale solutions.
Requirements:
What will I bring to the team?

At least 2 years of work experience in a Tech Company - Must
At least 2 years experience in Python scripting - Must
Experience with SQL for data analysis -Must
Knowledge and understanding of the statistical principles, concepts, methods, and standards- Must
Hadoop/Spark/AWS Infrastructure experience - Big Advantage
Ability to visualize data and experience with a visualization tool and modules (mlplot, matplolib, sns)- Big Advantage
Excellent verbal and communication skills (in English) - Must
Team player, autodidact, fast learner with excellent analytical, research and business skills.
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3 ימים
ironSource
Location: Tel Aviv-Yafo
Job Type: Full Time
Unity is seeking an experienced, data-driven individual with a strong background in data analysis and BI development to join our growing team.

Our team is at the forefront of data analysis and BI solutions on mobile devices, driving content recommendations to over 400M active devices worldwide. As part of your role, you will leverage complex business analysis, and extract insights that will significantly impact our business success and drive strategic decisions.

You will lead end-to-end BI projects, work on requirements, craft solutions, develop complex ETLs, and visualize actionable insights.You will collaborate directly with cross-functional teams, as well as internal and external stakeholders, to understand business needs and provide reliable and innovative data analysis and BI solutions.

Transform billions of daily events into critical information, business insights, and graphical dashboards that will drive meaningful impact for our business.If you excel in analytical thinking, BI technical skills and possess a strong passion for data analysis and BI development, this role would be just perfect (!) for you.

What you'll be doing

Derive meaningful insights and actionable value from data and effectively communicate it to diverse stakeholders. Collaborate closely with Management, Product managers, Data Science, R&D, Sales and other teams
Develop complex SQL queries and work with a variety of relational and non-relational databases, including Redshift, MySQL, SingleStore, and others
Architect and implement BI ETL pipelines, reports, and dashboards to illuminate product and business performance, using various tools including Airflow, Python, Jenkins, among others
Design and deploy visually compelling data visualizations using platforms like Looker, Tableau and others
Engage in the data aspects of product and feature development and assessment, establish product reporting frameworks, and analyze outcomes of A/B testing
Requirements:
What we're looking for

2+ years of experience as a Data/BI Analyst
Advanced proficiency in SQL
Proficiency in collecting, organizing, and analyzing large volumes of information with meticulous attention to detail and accuracy, leveraging tools like Excel and Python to effectively manage, manipulate, and derive insights from data
Proven experience in analyzing and transforming data into impactful insights using tools like Looker, Tableau, Quicksight, or equivalent
Demonstrated ability to think critically and take initiative when leading projects
You might also have

Experience working with big data in a high-scale environment
Familiarity with AB test analyses is preferred
Positive and collaborative attitude, and fun to work with!
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דיווח על תוכן לא הולם או מפלה
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תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
3 ימים
ironSource
Location: Tel Aviv-Yafo
Job Type: Full Time
Supersonic is seeking an experienced, data-driven and highly motivated BI Developer to join our data team. A strong candidate is an independent, analytically minded individual with strong data modeling and data engineering skills. Come and help us turn billions of daily events into critical information, business insights and graphical dashboards that will help to make impact decisions on our business

What you'll be doing

Design, manage and maintain analytics products and BI solutions for the entire group
Work with a variety of relational and non-relational databases (Redshift, MySQL and others)
Develop ETL processes using different tools (Airflow, and others)
Design and develop data visualization (Tableau, redash and others)
Monitor the integrity and validity of the data reported
Requirements:
What we're looking for

4+ years experience working as a BI Developer or as a Data analyst (DWH, ETL)
Advanced knowledge in SQL
Experience analyzing and transforming data into impactful visual insights (Tableau, PowerBI, or other)
Ability to manage multi-tasks and drive them to completion
Bachelors degree in Engineering, Computer Science, Math's, or other numerate/analytical degree equivalent or army unit equivalent
You might also have

Knowledge of Python (or similar languages) for data manipulation & analysis
Experience working with big data in a high scale environment
Experience building dashboards using Tableau
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דיווח על תוכן לא הולם או מפלה
מה השם שלך?
תיאור
שליחה
תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
3 ימים
ironSource
Location: Tel Aviv-Yafo
Job Type: Full Time
Unity is looking for an experienced BI Developer with high analytical and engineering capabilities and high motivation to join our team.

We seek a candidate with the ability to independently lead end-to-end data processes, a team player with good communication skills, and the ability to work with cross-functional teams.

We are searching for a curious and initiative-taking candidate who delves deep into matters and can perform in-depth analyses on data with millions of records per day, extracting significant insights that lead to data-driven decisions for rapidly growing operations.

What you'll be doing

Analyze complex datasets and extract meaningful insights. Identify trends, patterns, and correlations within the data to inform strategic decision-making
Create clear and visually compelling reports and dashboards to present analytical findings to key stakeholders. Collaborate with cross-functional teams to develop customized reporting solutions that address specific business needs
Work closely with multiple teams (R&D, Product, Monetization and more) to understand business objectives and provide analytical support for strategic initiatives. Translate business requirements into actionable analytical tasks and deliverables
Proactively identify opportunities for process improvement and optimization based on data-driven insights
Requirements:
What we're looking for

4+ years experience working as a BI Developer or as a Data analyst. Experience in writing complex SQL queries and building end-to-end ETL processes
High-level analytical and problem-solving skills, analyzing and transforming data into impactful visual insights
Experience in working with visualization tools such as Looker/ Tableau
Independent, fast learner, and able to prioritize well while working in a fast-paced environment and collaborating with many different interfaces with excellent communication and presentation skills
Bachelor's degree in industrial engineering, statistics, economics, or other numerate/analytical degree equivalent or army unit equivalent
You might also have

Experience with Airflow
Experience working with big data in a high scale environment
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דיווח על תוכן לא הולם או מפלה
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תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
4 ימים
Meta
Location: Tel Aviv-Yafo
Job Type: Full Time
Be a part of a fast moving product team with a great track record of landing significant impact. The position will involve collaborating closely with product teams to capture our users intentions and applying tech skills to build end to end ML solutions that will drive performance and help better personalizing our ads experiences on top of Meta's state of the art ad systems. You will bring the ability to own the whole ML life cycle, define projects and drive excellence across teams. You will work alongside the worlds leading engineers and researchers to solve some of the most exciting and massive social data and prediction problems that exist on the web.
Machine Learning Engineer - Core Ads Ecommerce Responsibilities
Partner with product teams and other engineers to solve Shops Ads business problems through ML
Play a critical role in setting the direction and goals for a sizable team, in terms of project impact, ML system design, and ML excellence
Re-evaluate the tradeoffs of already shipped features/ML systems, and you are able to drive large efforts across multiple teams to reduce technical debt, designing from first principles when appropriate
Leading a team from a technical perspective to develop ML best practices and influence engineering culture
Be a go-to person to escalate the most complex online / production performance and evaluation issues, that require an in depth knowledge of how the machine learning system interacts with systems around it
Suggest, collect and synthesize requirements and create effective feature roadmap
Code deliverables that will tie the ML solutions you develop to our ad delivery stack
Requirements:
Minimum Qualifications
Experience in one or more of the following areas: machine learning, recommendation systems, pattern recognition, data mining, artificial intelligence, or related technical field
Experience with developing machine learning models at scale from inception to business impact
Knowledge developing and debugging in C/C++ and Java, or experience with scripting languages such as Python, Perl, PHP, and/or shell scripts
Experience demonstrating technical leadership working with teams, owning projects, defining and setting technical direction for projects
Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience
Preferred Qualifications
Masters degree or PhD in Computer Science or a related technical field
Exposure to architectural patterns of large scale software applications
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דיווח על תוכן לא הולם או מפלה
מה השם שלך?
תיאור
שליחה
תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
לפני 20 שעות
Check Point
Location: Tel Aviv-Yafo
Job Type: Full Time and Hybrid work
Why Join Us?
We are seeking a talented MLOps Engineer to join our innovative team. In this pivotal role, you'll be at the heart of our operations, bridging development, machine learning, and large language models (LLMs) to ensure seamless, efficient, and scalable deployment of our AI-driven solutions. If you're passionate about cutting-edge technology, excel in a dynamic environment, and are keen to make a significant impact, we're eager to connect with you!

Key Responsibilities
Collaboration: Work closely with ML engineers, data scientists, and software developers to integrate ML/LLM models into production.
Automation and Process Definition: Define work processes and implement automation pipelines to streamline ML/LLM development and deployment, enhancing productivity and efficiency.
Deployment and Scaling: Deploy, monitor, and scale machine learning models and large language model applications across various environments.
Monitoring and Maintenance: Implement monitoring solutions for performance and health of ML/LLM models, ensuring high availability and reliability.
Optimization: Continuously optimize ML pipelines for improved performance, scalability, and cost-efficiency. Security and Compliance: Ensure adherence to data privacy, security protocols, and compliance standards in ML/LLM operations.
Innovation: Keep abreast of the latest developments in DevOps, ML, and LLM technologies to drive continuous improvement and innovation.
Requirements:
Experience: Solid experience in an ML Ops role, with a strong understanding of machine learning model deployment and lifecycle management.
Education: BS/MS in Computer Science, Engineering, or a related field, or equivalent experience.
ML/LLM Skills: Experience with machine learning lifecycle management and LLM deployment strategies.
Automation Skills: Experience with automation and orchestration tools, with a focus on enhancing the efficiency of ML workflows.
Scripting: Strong scripting skills in languages such as Python, with a focus on automating ML operations tasks.
Cloud Platforms: Familiarity with cloud services (AWS, Azure, GCP) and managing ML applications in cloud environments.
Problem-Solving: Exceptional problem-solving abilities and a keen eye for detail.
Communication: Excellent communication skills with the ability to collaborate effectively in team environments.
Nice to Have:

DevOps Background: Experience in DevOps, with familiarity in CI/CD pipelines, containerization (Docker, Kubernetes), and infrastructure as code, which can be leveraged to enhance ML operations.
Monitoring Tools: Experience with monitoring and logging tools (Prometheus, Grafana, ELK stack).
Large Language Models: Understanding of LLMs and their operational challenges.
Security: Knowledge of security best practices in a DevOps and ML/LLM context.
Innovative Thinking: Eagerness to explore and implement new technologies and methodologies in the realm of ML/LLM Ops.
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מודים לך שלקחת חלק בשיפור התוכן שלנו :)
4 ימים
Meta
Location: Tel Aviv-Yafo
Job Type: Full Time
Meta is embarking on the most transformative change to its business and technology in company history, and our Machine Learning Engineers are at the forefront of this evolution. By leading crucial projects and initiatives that have never been done before, you have an opportunity to help us advance the way people connect around the world.

The ideal candidate will have industry experience working on a range of recommendation, classification, and optimisation problems. You will bring the ability to own the whole ML life cycle, define projects and drive excellence across teams. You will work alongside the worlds leading engineers and researchers to solve some of the most exciting and massive social data and prediction problems that exist on the web.
Software Engineer, Machine Learning Responsibilities
Leading projects or small teams of people to help them unblock, advocating for ML excellence
Adapt standard machine learning methods to best exploit modern parallel environments (e.g. distributed clusters, multicore SMP, and GPU)
Develop highly scalable classifiers and tools leveraging machine learning, data regression, and rules based models
Suggest, collect and synthesize requirements and create effective feature roadmaps
Code deliverables in tandem with the engineering team
Requirements:
Minimum Qualifications
Experience in one or more of the following areas: machine learning, recommendation systems, pattern recognition, data mining, artificial intelligence, or a related technical field
Experience with Hadoop/HBase/Pig or MapReduce/Sawzall/Bigtable/Hive/Spark
Knowledge developing and debugging in C/C++ and Java, or experience with scripting languages such as Python, Perl, PHP, and/or shell scripts
Expert knowledge developing production level ML products
Track record of setting technical direction for a team, driving consensus and successful cross-functional partnerships
Preferred Qualifications
Experience with filesystems, server architectures and distributed systems
Exposure to architectural patterns of large scale software applications
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דיווח על תוכן לא הולם או מפלה
מה השם שלך?
תיאור
שליחה
תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
4 ימים
Meta
Location: Tel Aviv-Yafo
Job Type: Full Time
Meta is embarking on the most transformative change to its business and technology in company history, and our Machine Learning Engineers are at the forefront of this evolution. By leading crucial projects and initiatives that have never been done before, you have an opportunity to help us advance the way people connect around the world.

The ideal candidate will have industry experience working on a range of recommendation, classification, and optimization problems. You will bring the ability to own the whole ML life-cycle, define projects and drive excellence across teams. You will work alongside the worlds leading engineers and researchers to solve some of the most exciting and massive social data and prediction problems that exist on the web.
Software Engineer, Machine Learning Responsibilities
Develop highly scalable classifiers and tools leveraging machine learning, data regression, and rules based models
Suggest, collect and synthesize requirements and create effective feature roadmap
Code deliverables in tandem with the engineering team
Adapt standard machine learning methods to best exploit modern parallel environments (e.g. distributed clusters, multicore SMP, and GPU)
Requirements:
Minimum Qualifications
Experience in one or more of the following areas: machine learning, recommendation systems, pattern recognition, data mining or artificial intelligence
Proven experience to translate insights into business recommendations
Experience with Hadoop/HBase/Pig or MapReduce/Sawzall/Bigtable
Knowledge developing and debugging in C/C++ and Java
Experience with scripting languages such as Perl, Python, PHP, and shell scripts
Preferred Qualifications
Exposure to architectural patterns of large scale software applications
Currently has, or is in the process of obtaining a Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience.
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מודים לך שלקחת חלק בשיפור התוכן שלנו :)
3 ימים
WIX
Location: Tel Aviv-Yafo
Job Type: Full Time
required Cyber Security Data Analyst

Job Description
Detect and characterize suspicious actors and abnormal behavior, to develop automatic data-driven solutions that mitigate cyber risks and threats
Conduct security research and critical incident investigation, leveraging insights from various technical data sources including application and infra raw logs, as well as users BI events
Be an integral part of data science projects - from the project definition, to the data collection, and evaluation of the model
Be the data expert in security projects and work closely with different teams across the company
Build and maintain reports, dashboards, and metrics, in addition to monitoring the integrity and validity of the data reported
Promote cyber security awareness and guidance to other teams within the company regarding our unique methodologies for threat analysis
Requirements:
Youre an experienced, technical Data Analyst with 3+ years of practical experience in the fields of cyber security or network intelligence
You have a deep understanding of network layers, protocols and identification and authorization flows
You are proficient in visualization tools such as Tableau or Power BI
You have experience using SQL for quantitative analysis
You take initiative and drive projects from beginning to end with minimal guidance
Youre capable of multitasking and have the ability to manage long term projects, as well as quick short-term tasks
Youre passionate about simplifying and visualizing complex and technical data
Youre proficient in Python data analysis packages (Pandas, Numpy)
Experience with other cyber security related positions: SOC, IR, Fraud detection, would be an advantage
Hands-on experience of Splunk for data analysis would also be advantageous
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