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קבוצת Aman
דרושים בקבוצת Aman
Job Type: Full Time and Hybrid work
A leading financial organization in the Tel Aviv area is looking for a Junior BI Developer for a super interesting and challenging role! An opportunity to join the data team in a leading and technologically advanced company!

You will be responsible for:
Build and optimize processes to extract, transform, and load data into our data warehouse
Take ownership of data infrastructure, including the design and optimization of data models, tables, and stored procedures
Maintain the accuracy, consistency, and completeness of data by implementing quality controls and monitoring the daily data flow processes.
Act as the professional authority on database related issues, providing guidance and mentorship to team members
Manage the creation and deployment of reports as part of the daily process, ensuring they are delivered accurately and on time.
Requirements:
Bachelor's degree in Computer Science, Industrial Engineering, or a related field Must
1+ years of experience in GCP cloud Services Firebase to BigQuery and GA - Must
1+ years of experience in a similar role Must
1+ years of Hands-on experience in SQL and Python and a comprehensive grasp of data engineering concepts of ETL and data modelling - Must
Solid understanding of data modeling and data warehousing Must
Experience in data visualization tools and Tableau in particularAdvantage
Experience with Control-M Advantage
Strong analytical and problem-solving skills
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
09/04/2024
חברה חסויה
Location: Ramat Gan
Job Type: Full Time and Jobs without resume
Data Integrity group is at the forefront of real-time analytics, using machine learning and artificial intelligence to balance low latency and impeccable data accuracy.

Responsibilities:

Lead the development and deployment of advanced analytical models to solve complex problems, leveraging advanced statistical techniques.
Design and develop NLP models for tasks such as Named Entity Recognition, Classification, Text Similarity, Clustering and other tasks.
Collaborate with cross-functional teams, including engineers and product managers, to understand business challenges and design data-driven solutions.
Analyze large and complex data sets, applying mathematical theories and statistical methods, to produce actionable insights.
Stay current with emerging trends in data science and statistics and evaluate their applicability to business problems.
**It is possible to work from the offices in Ramat Gan and Ashkelon**
Requirements:
Minimum of 5 years of experience in data science or as a statistician, with a strong focus on mathematical modeling and statistical analysis.
M.Sc. in Mathematics, Statistics, or a related field - Advantage.
Proficiency in Python.
Basic understanding in deep learning - Must
Understanding of Machine Learning, its advantages and challenges.
Strong experience in machine learning algorithms and frameworks such as scikit-learn, TensorFlow, or PyTorch.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
07/04/2024
Location: Ramat Gan
Job Type: Full Time
We are looking for a Full Stack Developer with Machine Learning Experience to join our A2A (Algorithm 2 Application) team in the data science group.
As a Full stack in this team, you will play a key role in taking complex machine learning models and connecting them to a working app using Full-stack Python abilities.
This role is ideal for a skilled and experienced individual passionate about software development, machine learning, and MLOps.
Requirements:
3+ years of strong background in software development, with a focus on Python
Previous work in a Data science environment, for example, Machine Learning modules.
MLOps knowledge and experience deploying machine learning models in production environments.
An understanding of web development concepts.
Experience with cloud computing platforms such as AWS, Azure, or Google Cloud Platform an advantage
Familiarity with containerization technologies such as Docker and Kubernetes an advantage
Experience with data engineering, data pipelines, and data processing an advantage.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
11/04/2024
חברה חסויה
Location: Ramat Gan
Job Type: Full Time
We are looking for a Senior Data Engineer.
As a Senior Data Engineer, youll join our data engineering team, working alongside AI engineers, data scientists, backend engineers, analysts, and the BI team.
In this crucial role, you will take part in building our next-generation data platform that will advance us as a data-driven company.
Youll collaborate with different departments to identify data sources that shed light on every aspect of our product, including user behavior, new feature adoption, operational, financial, marketing KPIs, and more.
You will work with cutting-edge technologies and address the business needs of other department members, based on an in-depth understanding of our business and landscape.
Responsibilities:
End-to-end development of company data infrastructure
Build and design high-performance, near real-time ETL/ELT processes incorporating current and new data stack tools such as Airflow, AWS, Kubernetes, Databricks, dbt, Spark, and Kafka.
Build and design data platform components to enable clients to produce and consume data
Develop, implement, and maintain change control, testing processes, and monitoring infrastructure
Build and design self-serve components that can speed up the development cycle and time to market
Research and implement best practices and new approaches to our current data stack and systems
Deliver software solutions through iterative and agile processes while maintaining software quality and stability to current systems
Requirements:
5+ years of experience in data engineering or backend engineering roles - a must
Strong knowledge of backend programming languages (Python, Java, Go, Scala, or similar) - a must
Deep knowledge and strong experience deploying distributed data technologies and systems (Spark, Kafka, Airflow, or similar) - a must
Strong and proven knowledge working with data lakes, lakehouses, and data warehouses in the cloud (Databricks, Snowflake, Trino, Cloud Storage, or similar)
Advanced proficiency working with SQL / NoSQL databases
Strong experience with ETL/ELT processes, data ingestion, data transformation, data modeling, and monitoring
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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נאספה מאתר אינטרנט
09/04/2024
חברה חסויה
Location: Ramat Gan
Job Type: Full Time and Jobs without resume
Data Integrity group is at the forefront of real-time analytics, using machine learning and artificial intelligence to balance low latency and impeccable data accuracy.

Responsibilities

Lead the design and implementation of advanced machine learning algorithms to solve complex problems in various domains.
Collaborate closely with data scientists and domain experts to operationalize machine learning models into production.
Mentor junior engineers and provide technical guidance in machine learning best practices.
Conduct research to keep abreast of the latest advancements in machine learning and artificial intelligence.
Evaluate the effectiveness of machine learning models through comprehensive validation metrics and make iterative improvements.
**It is possible to work from the offices in Ramat Gan and Ashkelon**
Requirements:
Minimum of 5 years of experience in machine learning or data science, with a proven track record of deploying machine learning models into production.
Proficiency in Python and machine learning frameworks like TensorFlow, PyTorch, or scikit-learn.
Strong understanding of algorithms, data structures, and statistical modeling techniques.
Advanced degree in Computer Science, Data Science, Statistics, or a related field.
Demonstrated leadership skills and experience in mentoring or managing teams is an advantage.
Proven experience in MLOps - an advantage
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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נאספה מאתר אינטרנט
31/03/2024
Location: Ramat Gan
Job Type: Full Time and Hybrid work
We are seeking an experienced and skilled Senior Backend Developer with a proven track record of more than 3 years in core banking with an emphasis on balance and ledger systems.
As a Senior Backend Developer, you will play a key role in designing, implementing, and maintaining the backend systems that power our core banking infrastructure.
Your expertise in core banking operations, balance management, and ledger systems will be crucial in ensuring the reliability, security, and scalability of our financial services.
Responsibilities:
Backend System Development:
Design, develop, and maintain scalable and efficient backend systems for core banking operations
Collaborate with cross-functional teams to understand business requirements and translate them into technical solutions
Core Banking Expertise:
Leverage your in-depth knowledge of core banking processes to enhance and optimize existing systems
Stay updated on industry trends and best practices related to core banking technologies
Balance and Ledger Management:
Develop and implement solutions for real-time balance tracking and ledger management
Ensure accuracy, consistency, and integrity of financial data across the system
Database Management:
Design and optimize database schemas for efficient storage and retrieval of financial data
Implement data security measures to protect sensitive financial information
Performance Optimization:
Identify and address performance bottlenecks in the backend systems to ensure optimal system responsiveness
Collaboration and Communication:
Collaborate with front-end developers, QA engineers, and other team members to deliver high-quality software solutions
Communicate effectively with stakeholders to gather requirements and provide project updates
Code Review and Mentorship:
Conduct code reviews to ensure code quality, adherence to coding standards, and best practices
Mentor junior developers and contribute to their professional growth
Troubleshooting and Support:
Investigate and resolve backend-related issues in a timely manner
Provide support for production systems and participate in an on-call rotation
Requirements:
Proven experience of more than 3 years in the core banking domain with emphasis on balance and ledger domain
Proficiency in programming languages such as Java, Python, or similar
Strong understanding of core banking processes, balance management, and ledger systems
Experience with database technologies (SQL and NoSQL) and data modeling
Familiarity with financial regulations and security standards in the banking industry
Excellent problem-solving skills and attention to detail
Effective communication and collaboration skills
Bachelors or Masters degree in Computer Science, Software Engineering, or a related field.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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נאספה מאתר אינטרנט
31/03/2024
Location: Ramat Gan
Job Type: Full Time and Hybrid work
We are looking for a Senior Machine Learning Engineer.
As a Senior Machine Learning Engineer, your role will be instrumental in democratizing machine learning models across Viber, harnessing our extensive data to drive informed decision-making. You will collaborate closely with data scientists and engineering teams, providing them with user-friendly frameworks for machine learning model execution.
Responsibilities:
Develop a machine learning framework incorporating features like a feature store, Spark, and SageMaker
Provide technical guidance and support to enable data scientists to utilize the framework effectively
Collaborate with cross-functional teams to develop advanced machine learning based recommendation systems
Leverage the extensive data received from our application to enhance model performance and accuracy.
Requirements:
Minimum of 3 years of experience in developing and deploying production-level machine learning based services
Proficiency in machine learning frameworks such as SageMaker, PyTorch, or TensorFlow
Strong experience with Spark SQL for data processing and analysis
Advanced programming skills in Python
Experience with cloud computing platforms, particularly AWS
Advantages:
Experience with Continuous Integration/Continuous Deployment (CI/CD) pipelines
Familiarity with Kubernetes (K8s) for container orchestration
Experience working in an Agile development environment
Bachelors degree or higher in Computer Science or a related field
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: Ramat Gan
Job Type: Full Time and Hybrid work
We seek a customer-focused Technical Support Engineer to join our dynamic support team.
As a Technical Support Engineer, you will provide exceptional technical assistance and troubleshooting to our clients, ensuring their seamless experience with our platform. Your expertise and dedication will be crucial in driving customer satisfaction and loyalty.
In this role you will:
Develop a deep understanding of our data integration platform, staying up-to-date with new features and enhancements
Deliver timely and effective technical support via various channels, including ticketing system and online meetings, addressing inquiries, issues, and concerns promptly and professionally.
Investigate and resolve technical problems reported by clients, escalating complex issues to the appropriate teams for resolution.
Collaborate closely with cross-functional teams, including product development and engineering, to ensure prompt issue resolution and continuous product improvement.
Assist in conducting product training sessions for clients, empowering them to utilize our platform efficiently.
Accurately document support cases, tracking their progress from initiation to resolution and keeping clients informed throughout the process.
Contribute to the development and maintenance of our knowledge base, creating helpful articles and resources for self-service support.
Requirements:
1-2 years of experience as a Support Engineer within a technology or data-centric environment, OR be a recent graduate with a degree in Computer Science, Data Analytics, or similar fields.
Demonstrated strong understanding of databases and data structures, including proficiency in SQL query writing.
Experience with SaaS technical and data products, as well as familiarity with data operations spaces such as ELT and data orchestration.
Outstanding problem-solving abilities and analytical thinking, suitable for a fast-paced and team-oriented environment.
Excellent communication skills, with fluency in English both in written and verbal forms.
A strong eagerness to learn new technologies and frameworks.
Advantages:
Practical experience in working with APIs, preferably using tools like Postman.
Knowledge of Python or other scripting languages
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
31/03/2024
חברה חסויה
Location: Ramat Gan
Job Type: Full Time and Hybrid work
We are looking for a Senior Data Engineer.
In your role as a Senior Data Engineer, you will manage large volumes of data and contribute to critical projects such as the single source of truth, Data Catalog, and Data Platform. Join our team at Viber and help us enhance our data-driven solutions.
Responsibilities:
Lead the designing, building, and maintaining of the organizations data architecture
Contribute to initiatives such as the implementation of a single source of truth, Data Catalog, and Data Platform
Manage large volumes of data, including real-time streaming of petabytes of data from hundreds of millions of users
Collaborate with different teams to ensure the efficiency and accuracy of data solutions
Oversee the overall management of the data platform.
Requirements:
Minimum 5 years of hands-on experience with Java and TypeScript
Experience maintaining and monitoring production systems for mid-sized companies
Proficiency in Big Data technologies, particularly Apache Spark
Proven experience in cloud computing, with a focus on AWS
Previous experience collaborating within teams of at least 3 members
Advantages:
Experience with large streaming solutions At least TBs daily
Bachelors or Masters degree in Computer Science or equivalent military courses
Experience working in an Agile environment
Strong data analytics skills, including proficiency in SQL and Python
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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נאספה מאתר אינטרנט
31/03/2024
חברה חסויה
Location: Ramat Gan
Job Type: Full Time and Hybrid work
We are looking for a Senior BI Developer.
As a Senior BI Developer, you will be a key member of the BI team, responsible for owning and optimizing our data lake, integrating with various services to enhance data quality, developing complex ETL processes, and working with petabytes of data. You will play a pivotal role in empowering our organization to make informed, data-driven decisions through the creation of self-service tools and robust analytics solutions, all while leveraging cutting-edge technologies.
Responsibilities:
Collaborate with different teams and services to seamlessly integrate and enrich data from diverse sources
Design, develop, and optimize complex ETL processes to support business requirements
Work with petabytes of data efficiently, optimizing processes for performance and scalability using Big Data technologies
Build user-friendly, self-service tools and dashboards to empower employees across the organization and enable non-technical users to access and analyze data for better decision-making
Integrate cutting-edge technologies and innovative approaches to enhance data processing and analysis
Collaborate with cross-functional teams, including data scientists, analysts, and business stakeholders, to understand data requirements and deliver actionable insights.
Requirements:
3+ years of ETL development experience with proven high-quality deliverables
2+ years of Python programming
Master in SQL MUST
Strong analytical skills and a proactive problem-solving mentality that thrives in an agile work environment
Experience working with large data-sets
Experience with the Hadoop ecosystem (MapReduce, Hive, Spark)
Excellent communication skills, both verbal and written
Advantages
Experience using Spark
Experience working with public cloud solutions especially AWS
Experience with data visualization tools such as Tableau, Looker.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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