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נאספה מאתר אינטרנט
02/04/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
We are 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:
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.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
20/03/2024
חברה חסויה
Job Type: Full Time
We are looking for a Senior Data Engineer.
What Youll Do:
Create new data solutions, maintain existing and be a focal point for all technical aspects of our data activity. You will develop advanced data and analytics to support our analysts and production with validated and reliable data. The ideal candidate is a hands-on professional with strong knowledge of data pipelines, and an ability to translate business needs into flawless data flow.
Create ELT/Streaming processes and SQL queries to bring data to/from the data warehouse and other data sources.
Own the data lake pipelines, maintenance, improvements, and schema.
Create new features from scratch, enhance existing features, and optimize existing functionality.
Collaborate with various stakeholders across the company, like data developers, analysts, data science, etc., to deliver team tasks. Work closely with all business units and engineering teams to develop a long-term data platform architecture strategy.
Implement new tools and development approaches.
Ensure adherence to coding best practices and development of reusable code
Constantly monitor data platform and make recommendations to enhance system architecture On both ETL\ELT and real-time pipelines .

Requirements:
4+ years of experience as a Data Engineer
4+ years of direct experience with SQL (e.g., Redshift/Postgres/MySQL, Snowflake), data modeling, data warehousing, and building ELT/ETL pipelines - MUST
2+ years of Python
3+ years of experience in scalable data architecture, fault-tolerant ETL, and monitoring of data quality in the cloud
Experience working with cloud environments (AWS preferred) and big data technologies (EMR, EC2, S3, Snowflake, spark-streaming, DBT, Airflow)
Exceptional troubleshooting and problem-solving abilities, debugging, and root-causing defects in large-scale systems.
Deep understanding of distributed data processing architecture and tools such as Kafka, Spark, and Airflow
Experience with design patterns and coding best practices, understanding of data modeling concepts, techniques, and best practices
Proficiency with modern source control systems, especially Git
Basic Linux/Unix system administration skills
Nice to have:
BS or MS degree in Computer Science or a related technical field - An advantage
Experience with data warehouses
NoSQL, Large scale DBs.
Understanding fintech business processes
DataOps - AWS.
Microservices
Experience in DBT .
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
07/04/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
We are looking for a Senior Data Engineer.
As a Senior Data Engineer, you will play a pivotal role in our Data Engineering team, driving a multitude of responsibilities essential to fueling our groundbreaking R&D endeavors. Youll have the autonomy to explore and implement cutting-edge technologies and data solutions, collaborating with diverse team of data scientists, developers, analysts, and stakeholders. Every day will present new learning opportunities and challenges as we strive together to reshape the future of work.
Responsibilities:
Design, develop, and maintain scalable data pipelines and infrastructure to support the collection, processing, and analysis of large volumes of data.
Collaborate with cross-functional teams, including data scientists, software engineers, and business stakeholders, to understand data requirements and develop solutions that meet business needs.
Implement best practices for data governance, security, and quality assurance to ensure the integrity and reliability of our data assets.
Optimize and tune existing data pipelines and processes for improved performance and efficiency.
Stay up to date with current best practices in the big data field.
Mentor and coach other members of the data engineering team, providing guidance and support to help them grow their skills and expertise.
Requirements:
5+ years of experience working as a data engineer or similar role, with a proven track record of designing and implementing data solutions MUST.
Proficiency in programming languages such as Python, Java, or Scala, with experience building and maintaining data pipelines using frameworks like Apache Spark, Apache Kafka, or similar.
Strong SQL skills and experience working with relational and non-relational databases (e.g., MySQL, MongoDB).
Hands-on experience with cloud platforms such as AWS, GCP, or Azure, and familiarity with services like AWS Glue, Google BigQuery, or Azure Data Factory.
Hands-on experience with ETL/ELT processes, data ingestion, data transformation, data modeling, and monitoring.
Deep experience of one or more of these technologies: Airflow, dbt, Snowflake, Presto / Trino, Kafka, SQS, Sagemaker, Kubernetes, Argo, Terraform, Debezium.
Strong communication and collaboration skills, with the ability to effectively work with cross-functional teams and communicate technical concepts to non-technical stakeholders.
Quick learner, team player, independent, imaginative and motivated individual with a passion for data!
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
24/03/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
Were a highly collaborative, friendly, inclusive and diverse group that prizes collaboration over competition. We provide opportunities to learn new skills, mentor fellow engineers, and contribute to the direction of both the team and the products for which were responsible. We work in a distributed, remote-friendly, high-trust environment where you manage your own time and have the flexibility to balance your work and personal life. As a remote employee, you connect to your co-workers mostly via Slack and Zoom. In this setting your ability to work unsupervised, communicate asynchronously, and take initiative in maintaining lines of communication is crucial.

What You'll Do:

Develop ETL jobs to gather data from multiple sources and provide insights into various product areas

Building data warehouses where large amounts of metrics and data will be stored

Interacting with many product groups within the organization to collect key metrics via APIs, Kafka integrations or direct data access

Participation in configuring and receiving uptime alerts related to the services you control.

Keeping services up and running in a healthy state.
Requirements:
6+ years experience in programming, with proficiency in at least one object-oriented programming language, featuring strong types. Golang or Python are preferred.

Knowledge on services with at least two Cloud providers out of Aws, Azure and GCP.

Experience developing and consuming RESTful API web services.

Experience interacting with major cloud provider APIs to provision cloud infrastructure, and to monitor it. We use Amazon Web Services (AWS) cloud provider APIs the most, as well as Azure and Google Cloud (GCP).

Understanding data structures and commands for a key-value distributed caching solution, such as Redis.

Experience using RDBMS databases, and accompanying knowledge of SQL, such as Postgres.

Experience with data modeling and Extract-Transform-Load (ETL) concepts.

Bachelor's degree or equivalent work experience. Proficiency with common algorithms, data structures, code whiteboarding.

Bonus Points:

Experience with analytical databases

Understanding data structures and various APIs, for full-text search of application logs and event data in Elasticsearch.

Experience with Cassandra, CQL, and its wide-column store database.

Experience using graph structures (ie. nodes, edges), graph data, and graph databases.

Experience using a message queue. We use Kafka.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
04/04/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
We are looking for a talented Data Practitioner to join our team and revolutionize the world of external data! In this role, you will be in charge of designing, implementing, testing, deploying, and maintaining our data products, which include data pipelines and ETL processes.
Additionally, you'll harness cutting-edge data science and engineering technologies, such as DBT, Databricks, and Large Language Models (LLMs), to create novel solutions that address complex business challenges.
This role demands strong technical skills alongside a deep understanding of various business contexts, making it ideal for someone passionate about employing the latest technologies to produce meaningful and impactful business outcomes.
Responsibilities:
Lead the development of data products, effectively translating business needs into actionable technical specifications.
Employ cutting-edge technologies including DBT, LLMs, and GenAI to push forward our data science and engineering practices.
Take charge of the entire data product lifecycle, from the creation to the maintenance of ETLs and real-time data pipelines.
Use data science tools to extract actionable insights and valuable business indicators from large datasets.
Ensure high reliability and performance of production systems through robust testing, monitoring, and alerting procedures.
Conduct data analysis across various sources, bringing valuable insights to products and catering to sectors like manufacturing, CPG, and SaaS.
Requirements:
At least 1 year of production-level experience in SQL and Python development - Must
A BSc or BA in Computer Science, a similar field, or being alumni of an IDF technology unit - Must
Demonstrated proficiency in data analysis and system evaluation, with the ability to design experiments that inform product decisions - Must
Significant experience in data processing, especially in maintaining production ETLs - Big Advantage
Experience with building Machine Learning models or LLMs-related experience - Advantage
Experience with Databases, SQL and NoSQL, and Data modeling - Advantage
Familiarity with the latest data tools and platforms, such as Databricks and DBT - Advantage
This position is open to all candidates.
 
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פורסם ע"י המעסיק
28/03/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
MA?LYS is one of the fastest-growing global D2C startups with a self-built e-commerce platform that allows us to leverage data and optimize marketing funnels to bring clinically tested body care products to women worldwide. With years of rapid growth and millions of customers worldwide. MA?LYS is on track to become one of the biggest body care brands in the world. The company has built a strong tech backbone to leverage its data, collected over the span of dozens of million of $ in online advertising spend. The data analysis and predictive modeling guide the company’s decision making and play a central role in its success, creating a unique competitive edge over the industry and other e-commerce players. We are a team of people who want to make lasting, impactful changes, who live (and love) to see results, who innovate with passion, and who love a good sense of humor. Is our vibe your vibe? We are seeking a highly skilled Data Engineer to join its exceptional Data Team. You will play a crucial role in building the data foundations, which play an essential part in the company's growth engine.
Your life at MA?LYS will look like…
* Developing and maintaining scalable data pipelines and analytics infrastructure
* Build the infrastructure and processes required for optimal extraction, transformation and loading of data from a wide variety of data sources, using Python, Airflow, Rivery and BigQuery.
* Full responsibility for company & data department monitoring, logging and anomalies, support the Data scientists and data analyst’s requirements and needs
* Collaborate with varied teams and departments in order to deliver useful & insightful data products
You will thrive in this role if you have…
* 4+ years of relevant experience as a Data Engineer
* Strong knowledge of SQL.
* Strong knowledge of Python.
* Experience in managing and maintaining cloud resources
* Experience with BI tools (Tableau/Power BI/Looker/Sisense or similar)
* Experience with Data Warehouses
* Experience building ETLs
* Understanding business processes and collecting user requirements Advantages:
* Experience with Airflow
* Experience with GCP and streaming components
* Experience with Power BI
Requirements:
None
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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נאספה מאתר אינטרנט
14/04/2024
Location: Tel Aviv-Yafo
Job Type: Full Time
we are looking for a Senior Engineer with a data engineering background to join our growing ML Platform team. This is a great opportunity to enter the world of Machine Learning. Together well provide tools to develop more effective models, get them into production faster, and ensure that they continue to perform well over time.
What you will be doing:

Designing, building, and maintaining the ML infrastructure that allows models to make billions of real-time decisions every year.
Building a platform that enables managing a full ML model lifecycle - from researching to training, deploying, and serving predictions in real-time.
Building distributed data processing pipelines to support model development.
Acting as a consultant to researchers, data scientists, and expert analysts and enabling them to research new models faster and with greater precision by providing cutting-edge tooling.
Expanding our ML infrastructure to make it scalable, quick, and efficient to bring diverse models to production and to monitor their performance and drift over time.
Expanding the pool of internal customers able to use ML. Work with them to understand their needs and help them make the most of the infrastructure that well provide.
Acting as an advocate for MLOps, continually improving our processes, and raising our standards.
Requirements:
4+ years experience with large-scale data processing, ideally with Apache Spark.
5+ years developing complex software projects with at least one of general-purpose languages (preferably Python, but not a must)
Backend and server-side development experience of complex, highly scalable systems
Experienced with machine learning concepts and frameworks.
Motivation to understand the needs of internal users, provide them with great tooling, and teach them how to use it.
Experience working with public clouds (AWS / GCP / Azure)
Fluent in written and spoken English
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
14/04/2024
Location: Tel Aviv-Yafo
Job Type: Full Time
Required Experienced Software Engineer, Demand
What are some of the things you do on a day-to-day basis?
Develop one of the largest real time big data operation in the world to support over 40TB of new data every day
Have end to end ownership: Design, build, ship, measure and maintain our frontend and backend services
Collaborate with the brightest software engineers team members
Influence directly on the way billions of people discover the internet
Develop at unimaginable scale, serving hundreds of requests per second
Work on innovative projects that are the next growth engines for us
Here are some of the things software developers in our group did in the last several months:
A unique data pipeline for processing and managing user data signals
Develop a complete user identities graph and find deterministic and probabilistic methods to enrich it
An algorithmic model to predict the performance potential of a specific audience
Infrastructure to create unique audiences for advertisers based on various signals (behavioral, contextual, etc)
An A/B tests system to explore variations and experiments over audiences
Understand and use big data algorithms to estimate key business metrics over billions of impressions
Build user interface using React that serve thousands of users
And many more
Our Tech Stack:
Java, JS, TS, Python, React, Spark, Kafka, Hadoop, Cassandra, Vertica, ES, MySQL, Memcached, HDFS, BigQuery, Kusto, Docker, K8S, Linux, Prometheus, Grafana, Airflow.
Requirements:
3+ years programming experience in Java/C#/Python/C++/JS
Production systems understanding (system architecture of web products)
Fearlessness to dive into what you dont know
Passion for solving problems, and working very close to the business
BSc in computer science or equivalent
Experience with SQL and No-SQL advantage
Willing to work intensively to gain fast results in an unknown field
Product driven
A pragmatic attitude toward decision-making (avoiding analysis paralysis)
Strong analytical skills
It would be great if you also have:
Experience developing large scale distributed systems
Experienced with Kafka/docker/k8s
Deep understanding with web systems (API / REST / NGINX)
Experience with SQL and NoSQL (mysql / Vertica / Cassandra)
Experience in Big Data tools (BQ / zeppelin etc)
Knowledge in algorithms, data-mining and machine learning
React /Web/JS experience.
This position is open to all candidates.
 
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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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נאספה מאתר אינטרנט
09/04/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time and Jobs without resume
Design, build, and launch data infrastructures that support multiple use cases across different products or domains.
Collaborate with engineers, product managers, data scientists, and other stakeholders to understand data needs.
Solve challenging data integration problems, utilizing optimal ETL patterns, frameworks, query techniques, and sourcing from structured and unstructured data sources.
Lead end-to-end data projects from infrastructure design to production monitoring and visualization.
Requirements:
A great team player with a can-do approach.
4+ years of experience in Data Engineering in Big Data pipelines, on-prem and hybrid cloud environments, SQL and NoSQL databases, and SaaS.
Proficiency with one or more programming languages - Python/Scala/Java/Go.
Proficiency with SQL and experience with ETL and data modeling.
Experience in an agile development methodology, CI/CD, Git/Bitbucket, and TeamCity.
Bachelor's degree in Computer Science or equivalent experience.
Fluent in English, both written and verbal.
This position is open to all candidates.
 
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