Appen

Senior Data Scientist

Job Locations US-Remote | US-CA-San Francisco
Posted Date 4 weeks ago(9/30/2021 8:14 PM)
ID
2021-5555
Category
Data Science

Overview

Senior Data Scientist

 

Overview

Artificial Intelligence is transforming the world in almost every industry. Everyone knows only good training data can produce the best machine learning solutions. However, creating training data with high quality in a scalable way is incredibly challenging, and very few companies can do it. The whole AI world is starving for great training data. Appen is the market lead in training data generation field for more than 22 years. It generates all kinds of training data like content relevance, image & video, text & audio, as well as data capturing.

 

Appen Tech team is solving the AI data problem by combining the power of humans and technology. This world-class and exciting engineering position awaits a qualified candidate who will join Appen’s data science team.

 

We are seeking a senior data scientist with hands-on expertise in the recommendation and search ranking area. You will build crowd CRM systems to mine, engage, match, and recommend good crowd workers with most suitable data labelling jobs. You get the opportunity to work with our global tech team. It is a leading data company with a start-up culture. And we only want people who want to make a huge impact on the AI world instead of just a job!

 

 

Job Description 

Your Impact

  • Analyze and discover gaps in Appen’s crowd experience, formulate and own data driven and ML based solutions for crowd recruitment automation – including engagement/retention, search and recommendation, content ranking, registration and qualification process drive growth and increase conversion rate on Appen’s data labeling projects
  • Drive the alignment and product ownership on key areas with a broad range of stakeholders, such as Product, Engineers, Data Scientist, Operations to achieve shared objectives, provide strategic insight and solution.
  • Experience with end-to-end ownership of projects including development, deployment, and maintenance of code in production environment, A/B test, and build dashboards and reports to communicate the business impact of data-driven solutions
  • Serve as subject matter expert and drive thought leadership in the areas of machine learning, recommendation, relevance ranking, and information retrieval areas.
  • Serve as a mentor and resource to other data scientists and coaching their career growth

 

Qualifications

  • 3+ years of industrial experience in recommendation systems, relevance ranking, information retrieval areas, or related field.
  • Advanced degree in computer science, engineering, statistics, economics, mathematics, or similar quantitative discipline
  • Have extensive industry experience in the recommendation and search domain with the ability to validate ideas before implementation. 
  • Excellent programming skills, able to write clean and maintainable code and unit tests (SQL, Python, or other programming languages) in production environment.
  • Advanced knowledge in experimental design and statistics methods
  • Advanced knowledge on modern machine learning techniques and their mathematical underpinnings, such as recommendation engines and propensity models
  • Experience with ETL pipelines and querying large datasets such as clickstream data
  • Have good track records of architecting and developing recommendation systems and search engine solutions in large scale industry setup.
  • Ability to work cross-functionally and push partners to connect customer problems to business strategy.
  • Proactive, self-motivated, and can work independently with strong organizational and time management skills
  • Desire to continually learn, adapt and work in a fun, fast paced environment.

 

Strong preference for the San Francisco Bay Area but will consider remote for a strong candidate.

 

 

About Appen

Appen is a global leader in the development of high-quality, human-annotated datasets for machine learning and artificial intelligence. Appen brings over 20 years of experience capturing and enriching a wide variety of data types including speech, text, image and video. With deep expertise in more than 180 languages and access to a global crowd of over 1 million skilled contractors, Appen partners with technology, automotive and eCommerce companies — as well as governments worldwide — to help them develop, enhance and use products that rely on natural languages and machine learning.

 

At Appen, we value performance, honesty, humility, and grit. We persevere and remain focused, whilst maintaining agility to achieve quality outcomes and exceed expectations. We’re truth tellers – respectfully of course. We take accountability for our actions and believe in giving and receiving direct feedback. We give credit where credit is due and show gratitude to others for their contributions. We seek diverse perspectives as we recognize the value in teamwork and collaboration. Through grit, we take ownership, and we don’t give up.

 

We are an equal opportunity employer and value diversity at our company. We do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status, or disability status.

 

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