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Lead Software Engineer (Data Science) Chengdu, China

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Lead Software Engineer (Data Science) Description

Job #: 62795
EPAM is a leading global provider of digital platform engineering and development services. We are committed to having a positive impact on our customers, our employees, and our communities. We embrace a dynamic and inclusive culture. Here you will collaborate with multi-national teams, contribute to a myriad of innovative projects that deliver the most creative and cutting-edge solutions, and have an opportunity to continuously learn and grow. No matter where you are located, you will join a dedicated, creative, and diverse community that will help you discover your fullest potential.

DESCRIPTION


We are looking for an energetic Lead Software Engineer specializing in Data Science in Chengdu to make the team stronger.

We Value


Value the individuals – We encourage and motivate people to grow. We perceive our people as a source of our success;
Strive for excellence – We strive for the highest standards of excellence and continuously learn. We take pride in our engineering and accomplishments;
Act as a team – We treat one another with respect and encourage the best ideas to come from anywhere within the organization. We value our diversity;
Focus on Customers – We build long term customer relationships, as we strive to always understand our customers' business and needs;
Act with integrity – We operate legally, honestly and ethically. We take responsibility for our actions.

Responsibilities

  • Code quality and reproducibility:
    • Working with version control systems
    • Development of code that is readable by everyone
    • Understanding of the need of unit tests
  • Statistical Analysis:
    • Hypothesis testing and experimentation
    • Get insights from data providing automated descriptive statistics reports
    • Create pipelines for data cleaning and transformation based on data insights
  • Working in an agile environment:
    • Participate in daily stand-ups and planning
    • Translate requirements and acceptance criteria into ML implementations
    • Provide estimates for ML activities

Requirements

  • Master or PhD degree in Computer Science, Engineering, Mathematics, Statistics, Data Sciences or other related fields, or have equivalent work experience
  • Minimum 5 years of experience working in a similar role
  • Good programming skills in Python and SQL (other programming languages are a bonus)
  • Knowledge of Databricks/Spark is preferable
  • Familiarity with one of the following: Microsoft Azure, AWS or GCP
  • Experience using Azure data services e.g.: SQL Database, Databricks, Azure ML
  • Experience with large data sets and distributed computing
  • Experience with end-to-end ML systems in the cloud, including data processing, feature engineering and tuning of ML models in training and production, with both structured and unstructured data
  • Good understanding of the Data Science Life Cycle
  • Ability to understand and collect business requirements and translate it to ML approaches
  • Solid understanding of common statistical and ML techniques, both classical and deep learning
  • Ability to take initiative and lead engagements as required
  • Entrepreneur spirit, willing to initiate and drive projects to completion with minimal guidance
  • Experience doing architectural designs for ML solutions is a plus
  • The following certifications you may have are non-essential but highly desirable for the position:
    • AI-900 Azure AI Fundamentals
    • Databricks Certified Associate ML practitioner for Apache Spark 2.4
    • GCP Professional Machine Learning Engineer
  • Be self-managing and work without supervision
  • Good interpersonal skills, analytical mind, get things done attitude, and passion for engineering excellence
  • Willingness and ability to adapt to changes in priorities and requirements
  • Active learner who is passionate about technology and keeps up to date with changes in technology
  • Good communication skills
  • Intermediate (CEFR B1+) or higher level of spoken and written English

We offer

  • Experience exchange with colleagues all around the world
  • International projects
  • Opportunities for self-realization
  • Friendly team and enjoyable working environment
  • Engineering, corporate and social events
  • Professional & soft skills trainings, medical & family care programs, and forums to explore beyond work passion (CSR, photography, painting, sports, etc.)
  • Free English classes
  • Online training course library, mentoring, career development and potential partial grant of certification
  • Flexible working schedule
  • Compensation for sick leave and paid time off
  • Tech talks and hackathons
  • Referral bonuses

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我们在世界其他地方。。。