Director of Data Science

3 days ago

Central Singapore Emprego SG Full time

**Location**
- Singapore, Central Singapore**Job Type**
- Permanent**Salary**
- $18,250 - $26,416 Per Month**Date Posted**
- 1 hour agoAdditional Details

**Job ID**
- 100544**Job Views**
- 1Roles & Responsibilities

Your Job

The Match Recommendations team builds machine learning models that recommend best-match jobs to job seekers on Indeed. The team’s mission is to build the world’s best AI matchmaker that can connect all job seekers with their next job. To achieve this, the team leverages unparalleled rich data and state-of-the-art machine learning systems to deliver the highest quality matches to job seekers and employers.

The role of Data Science at Indeed is to follow the data. We log, analyze, visualize, and model terabytes of job search data. Our Data Scientists build and implement machine learning models to make timely decisions. Each of us is a mixture of a statistician, scientist, machine learning expert, and engineer. We have a passion for building and improving Internet-scale products. We seek to understand human behavior via careful experimentation and analysis, to "help people get jobs".

You're someone who wants to see the impact of your work making a difference every day. You understand how to use data to make decisions and how to train others to do so. You find passion in the craft and are constantly seeking improvement and better ways to solve tough problems. You produce the highest quality Data Science solutions and lead others to do the same.

You understand that the best managers serve their teams by removing roadblocks and giving individual contributors autonomy and ownership. You have high standards and will take pride in Indeed like we do as well as push us to be better. You have delivered challenging technical solutions at scale. You have led Data Science or engineering teams, and earned the respect of talented practitioners. You are equally happy talking about deep learning and statistical inference, as you are brainstorming about practical experimental design and technology career development. You love being in the mix technically while providing leadership to your teams.

Who You Are
- 12+ years of industry Data Science experience, with expertise in machine learning and statistical modeling (or 10+ with a PhD or MS)
- Significant prior success as a Data Scientist Manager, working on challenging problems at scale (Industry experience), and managing scientists and managers across multiple teams
- The ability to guide a team to achieve important goals together
- Have full stack experience in data collection, aggregation, analysis, visualization, productionisation, and monitoring of Data Science products
- Strong desire to solve tough problems with scientific rigor at scale
- An understanding of the value derived from getting results early and iterating
- Strong ability to coach Data Scientists, helping them improve their skills and grow their careers
- Passion to answer Product/Engineering questions with data
- Have the desire to solve difficult problems at the intersection of machine learning, data engineering, and software engineering
- Have extensive experience and knowledge with cloud technologies (AWS preferred)
- Have search technology experience such as Lucene, Solr and/or Elasticsearch
- Have prior success deploying Recommender Systems / Search Ranking / etc. to large-scale production systems
- Have an advanced degree (PhD or MS) or prior research experience in the fields of machine learning, statistics, or computer science

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