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Machine Learning Engineer (m/f/d)

Company: Artsy
Location: Berlin
Posted on: February 26, 2021

Job Description:

Artsy's mission is to expand the art market to support more artists and art in the world. Artsy has created the world's largest two-sided art marketplace, with more than 1,000,000 works by 100,000 artists from 4,000 of the world's leading galleries, auction houses, art fairs, and institutions across 190 countries. We are looking for a Machine Learning Engineer to join the team at Artsy, who will help design and develop the algorithms that will allow us to build personalized features, surface insights to our users and act on the data flowing through our platform. Our team works in close collaboration across core data science, warehousing, and natural language processing topics. You will partner closely with our growing team of Data Engineers for data pipelines and warehousing.-- We are a lean team that relies on Ruby for back-end services, Python for machine learning, Scala for data processing, and SQL for enrichment and analysis. Our stack includes Postgres, MongoDB, Elasticsearch, Redshift, RabbitMQ, Spark, and Hive. We integrate with services like Segment and Looker to accomplish our work, and are always evaluating new patterns, tools, and technologies. As a machine learning engineer you'll work on developing machine learning models to help solve several business problems such as pricing, forecasting, customer analytics, as well as critical services such as search, recommendations, and market insights. You'll architect systems for scale, and you'll think about how to keep our distributed platform resilient to data integrity issues or service disruptions.-- Key Responsibilities:

  • Develop machine learning models that aid us in ranking, classification, and predictive tasks.
  • Develop and scale our recommendations and similarity algorithms.
  • Transform the growing body of art market data we've collected into meaningful insights about artists, artworks, and trends.
  • Design and optimize Elasticsearch queries to enable art collectors to find the work they love instantly.
  • Collaborate with other engineers, data analysts, and product managers, taking on the opportunities for learning and development that will arise every day.
  • Empower a data informed culture by making high-volume activity data rapidly available for analysis. Candidate Qualifications:
    • Machine learning experience gained in a similar environment such as startup, marketplace, or eCommerce business
    • Hands-on experience with supervised and unsupervised machine learning algorithms, familiarity with deep learning is a plus
    • Practical knowledge and experience with Python, SQL, Spark, or Scala.
    • Hadoop MapReduce technology or similar frameworks.
    • Experience tuning production scale search engines.
    • You are knowledgeable about data modeling, data access, and data storage techniques.
    • You understand the value of collaboration within teams, and you have experience building relationships with a diverse set of stakeholders.
    • Data science and machine learning experience in a complex product environment. Additionally you should:
      • Understand and uphold our key value of "impact over perfection" Artsy has five core values that will inform your experience at Artsy. For the Love of Art: We have relentless curiosity, empathy, and passion for collectors, artists, and the art market. We are here to make the art world more fair and welcoming. Own Our Outcomes: We are all individual owners of Artsy's shared success. We are resourceful and resilient, and to get the job done, we each take responsibility for our outcomes. Lead with Openness: We trust in our teammates. We seek diverse perspectives, communicate authentically, and act with integrity. A more open art world starts with us. Transform Together: Our mission asks us to challenge the status quo. We embrace feedback, learning, and change so that we can transform our industry, our company, and ourselves. Impact Over Perfection: Using both art and science, we debate and decide swiftly and iterate on our plans as we learn. To make the biggest impact, we prioritize speed and clarity of action over perfection. Artsy is an equal opportunity employer. We value a diverse workforce and an inclusive culture. We encourage applications from all qualified individuals without regard to race, color, religion, gender, sexual orientation, gender identity or expression, age, national origin, marital status, disability, and veteran status. Do you require current or future sponsorship from Artsy to obtain Berlin work authorization? --*
        Are you interested in Temp/Part-Time work? --*
        -- U.S. Equal Opportunity Employment Information (Completion is voluntary) Individuals seeking employment at Artsy are considered without regards to race, color, religion, national origin, age, sex, marital status, ancestry, physical or mental disability, veteran status, gender identity, or sexual orientation. You are being given the opportunity to provide the following information in order to help us comply with federal and state Equal Employment Opportunity/Affirmative Action record keeping, reporting, and other legal requirements. Completion of the form is entirely voluntary. Whatever your decision, it will not be considered in the hiring process or thereafter. Any information that you do provide will be recorded and maintained in a confidential file. Gender Please select Are you Hispanic/Latino? Please select Race & Ethnicity Definitions If you believe you belong to any of the categories of protected veterans listed below, please indicate by making the appropriate selection. As a government contractor subject to Vietnam Era Veterans Readjustment Assistance Act (VEVRAA), we request this information in order to measure the effectiveness of the outreach and positive recruitment efforts we undertake pursuant to VEVRAA. Classification of protected categories is as follows: A "disabled veteran" is one of the following: a veteran of the U.S. military, ground, naval or air service who is entitled to compensation (or who but for the receipt of military retired pay would be entitled to compensation) under laws administered by the Secretary of Veterans Affairs; or a person who was discharged or released from active duty because of a service-connected disability. A "recently separated veteran" means any veteran during the three-year period beginning on the date of such veteran's discharge or release from active duty in the U.S. military, ground, naval, or air service. An "active duty wartime or campaign badge veteran" means a veteran who served on active duty in the U.S. military, ground, naval or air service during a war, or in a campaign or expedition for which a campaign badge has been authorized under the laws administered by the Department of Defense. An "Armed forces service medal veteran" means a veteran who, while serving on active duty in the U.S. military, ground, naval or air service, participated in a United States military operation for which an Armed Forces service medal was awarded pursuant to Executive Order 12985. Veteran Status Please select Form CC-305 OMB Control Number 1250-0005 Expires 05/31/2023 Voluntary Self-Identification of DisabilityWhy are you being asked to complete this form? We are a federal contractor or subcontractor required by law to provide equal employment opportunity to qualified people with disabilities. We are also required to measure our progress toward having at least 7% of our workforce be individuals with disabilities. To do this, we must ask applicants and employees if they have a disability or have ever had a disability. Because a person may become disabled at any time, we ask all of our employees to update their information at least every five years. Identifying yourself as an individual with a disability is voluntary, and we hope that you will choose to do so. Your answer will be maintained confidentially and not be seen by selecting officials or anyone else involved in making personnel decisions. Completing the form will not negatively impact you in any way, regardless of whether you have self-identified in the past. For more information about this form or the equal employment obligations of federal contractors under Section 503 of the Rehabilitation Act, visit the U.S. Department of Labor's Office of Federal Contract Compliance Programs (OFCCP) website at www.dol.gov/ofccp . How do you know if you have a disability? You are considered to have a disability if you have a physical or mental impairment or medical condition that substantially limits a major life activity, or if you have a history or record of such an impairment or medical condition. Disabilities include, but are not limited to:
        • Autism
        • Autoimmune disorder, for example, lupus, fibromyalgia, rheumatoid arthritis, or HIV/AIDS
        • Blind or low vision
        • Cancer
        • Cardiovascular or heart disease
        • Celiac disease
        • Cerebral palsy
        • Deaf or hard of hearing
        • Depression or anxiety
        • Diabetes
        • Epilepsy
        • Gastrointestinal disorders, for example, Crohn's Disease, or irritable bowel syndrome
        • Intellectual disability
        • Missing limbs or partially missing limbs
        • Nervous system condition for example, migraine headaches, Parkinson's disease, or Multiple sclerosis (MS)
        • Psychiatric condition, for example, bipolar disorder, schizophrenia, PTSD, or major depression Disability Status Please select 1 Section 503 of the Rehabilitation Act of 1973, as amended. For more information about this form or the equal employment obligations of Federal contractors, visit the U.S. Department of Labor's Office of Federal Contract Compliance Programs (OFCCP) website at www.dol.gov/ofccp . PUBLIC BURDEN STATEMENT: According to the Paperwork Reduction Act of 1995 no persons are required to respond to a collection of information unless such collection displays a valid OMB control number. This survey should take about 5 minutes to complete.

Keywords: Artsy, Fargo , Machine Learning Engineer (m/f/d), Engineering , Berlin, North Dakota

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