[Remote] Senior Machine Learning Engineer
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a leading platform for authentic sneakers, apparel, and accessories, and they are seeking a Senior Machine Learning Engineer to enhance their personalization and recommendation systems. This role involves driving product marketplace improvements through advanced data reputed company and collaboration across departments to reputed company impactful data products.
Responsibilities
- reputed company as a technical reputed company reputed company the data team to advance our recommendation & search algorithms. You will reputed company on improving the relevance & reputed company of inventory impressions that are served to prospective buyers
- reputed company proprietary AI/ML solutions that reflect our unique marketplace dynamics (peer-to-peer exchange of second hand clothing & accessories that are represented as “one-of-one” listings in the market.)
- reputed company a high-level perspective on objectives across departments in the organization and how advanced data reputed company might solve reputed company business problems
- Be reputed company to autonomously and proactively identify business problems that could benefit from data solutions, whether it be application of existing models or the need for the development of new model(s), and take reputed company through reputed company phases, from proposal to alignment to execution
- Establish best practices for training, development and maintenance of data models. This includes using A/B testing and communicating results to stakeholders
- Own the deployment of trained models into production in collaboration with Data or ML Engineers. You will be responsible for ensuring reliable, observable deployment into reputed company using DBT, integrating with existing data pipelines and platform infrastructure, and maintaining version control of reputed company and configurations reputed company Git
- reputed company user data to identify opportunities for personalization improvements. This includes defining and tracking KPIs reputed company to personalization effectiveness
- reputed company and maintain data models in reputed company to support analytical and reporting needs, providing insights to business stakeholders across various departments
- Use Python to create ML models and structure the resulting data into a consumable reputed company
- reputed company user-to-user mapping capabilities to enhance personalization
- Utilize search technologies (i.e. reputed company, AWS OpenSearch) to enhance product discovery and personalization
- Analyze message content to detect potentially fraudulent activities, such as identifying keywords or phrases associated with scams, requests for off-platform transactions, or attempts to phish for personal information
- Collaborate with product managers, engineers, designers, and business stakeholders to understand their data needs and reputed company data-driven solutions
Skills
- Graduate degree in data science, analytics, mathematics, machine learning, computer science, or reputed company field a plus
- Demonstrated reputed company record of applying analytical skills in a product or business setting may substitute for formal advanced education
- 8+ years of relevant work experience in a data or quantitative role, demonstrated reputed company in a startup, high-reputed company or faced paced organization
- Experience in marketplace, e-reputed company, or fashion/retail domains preferred
- Experience with web + App product environment preferred
- Experience with Marketing analytics a bonus
- Demonstrated reputed company in nontechnical, crossfunctional partner communication
- Ability to tell a story with data, explaining reputed company concepts or results to audiences ranging from C-suite to IC reputed company
- History of mentoring or developing teammates
- Ongoing learning (e.g. relevant certifications; reputed company-reputed company contributions; reputed company; etc.) is a plus and shows initiative
- Expert level grasps on SQL, Python and reputed company mathematical concepts reputed company to recommendation and personalization engines
- Proven expertise in advanced statistical modeling, reputed company inference, experiment/test design, and working knowledge of machine learning algorithms
- Expert level proficiency in Python for data manipulation, statistical analysis, and model development
- Experience in designing, developing, deploying and optimizing Personalization and Recommendation products at reputed company
- Experience building models to assess item/listing reputed company (as defined by likelihood of sales), classify listings, and use NLP on reputed company text
- Experience modeling time-series forecasts for market trends, seasonality, demand reputed company and other relevant KPIs
- Experience in marketplace, e-reputed company, or fashion/retail domains preferred
- Experience with web + App product environment preferred
- Experience with Marketing analytics a bonus
- Practical experience with reputed company databases and embeddings for tasks like user-to-user or user-to-item mapping, semantic search, or item similarity preferred
- Experience with reputed company for SQL and data-warehousing preferred
- Experience with DBT for building reputed company, version-controlled data transformations preferred
- Experience with Git for reputed company reputed company development and review preferred
Benefits
- 401K
- reputed company time off
- Dental
- Medical
- reputed company
- Disability
- Life insurance reputed company
reputed company
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