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Data Scientist

Tel Aviv, TA | Full Time
8 Days Ago

Job Description

Singular is the next-gen attribution and marketing analytics platform, giving marketers actionable insights from previously siloed data. Collecting, aggregating, normalizing, and combining marketing data from various sources. We have great customers, including leading companies like Lyft, Warner Bros, Airbnb, Yelp, LinkedIn, Microsoft, Zynga, Match, and Twitter.

We are looking for a Data Scientist to build advanced measurement models and extensive data analysis to enrich our product experience and value. We will rely on you to develop intelligent algorithms and models that will be added to our product and used daily by our customer base worldwide. 

In this role, you should be experienced with big-data analysis and machine-learning models and how to use and apply them. Critical-thinking and problem-solving skills are essential, as well as the ability to scrutinize product thoughts and take a significant part in understanding product value. We want to see a passion for research since this role will also take part in high-risk projects in which we’ll want to understand product value early in the process. 

Your goal is to join our R&D and help us improve our product to offer advanced data analysis and measurement techniques to our customers. 

Responsibilities

  • Take part in our advanced measurement product offering
    • Build media-mix models (MMM) - Continuously research the best approach and how to improve accuracy and value
    • Help develop our market benchmarks feature - Analyze large amounts of information to discover trends and patterns
  • Build intelligent algorithms to enrich the data
    • iOS14 and above presented a lot of privacy-related limitations and changes - working in a changing industry is challenging and exciting. 
    • Work on data analysis to estimate and predict users' behavior 
    • Build pLTV models (predicted lifetime value)
  • Undertake to preprocess structured and unstructured data
  • Collaborate with engineering and product development teams

Requirements and skills

  • Minimum 2 years of proven experience as a Data Scientist
  • Understanding of machine-learning and operations research  
  • Knowledge of SQL and Python; familiarity with other databases is a great advantage
  • Experience using business intelligence tools (i.e. Tableau) is a great advantage
  • Analytical mind and business oriented approach 
  • Strong math skills (e.g. statistics, algebra)
  • Problem-solving aptitude
  • Great communication and presentation skills
  • BSc/BA in Math / Statistics / Computer Science, Engineering or relevant field; graduate degree in Data Science or other quantitative field is preferred



Company Overview

  • Website singular.net
  • Headquarters SAN FRANCISCO, CA
  • Size 200 - 500
  • Founded 2014
  • Type
  • CEO GADI ELISHAYOV
  • Revenue $5M - $10M
  • Industry Software & Networking
  • About singular

Skills for Data Scientist

The job skills required for Data Scientist include Data Science, Machine Learning, Insight, Algorithms, SQL,and Data Analysis etc. Having related job skills and expertise will give you an advantage when applying to be a Data Scientist. That makes you unique and can impact how much salary you can get paid. Below are job openings related to skills required by Data Scientist. Select any job title you are interested in and start to search job requirements.

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Career Path for Data Scientist

The following is the career advancement route for Data Scientist positions, which can be used as a reference in future career path planning. As a Data Scientist, it can be promoted into senior positions as a Data Scientist IV that are expected to handle more key tasks, people in this role will get a higher salary paid than an ordinary Data Scientist. You can explore the career advancement for a Data Scientist below and select your interested title to get hiring information.

How to Become a Data Scientist

If you are interested in becoming a Data Scientist, you need to understand the job requirements and the detailed related responsibilities. Of course, a good educational background and an applicable major will also help in job hunting. Below are some tips on how to become a Data Scientist for your reference.

Step 1 Understand the job description and responsibilities of a Data Scientist

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Step 2 Knowing the best tips for becoming a Data Scientist can help you explore the needs of the position and prepare for the job-related knowledge well ahead of time.

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