Software Engineer (Python experience)
3 днів тому

JustAnswer is an online marketplace that is revolutionizing professional services by making fast, affordable expert help accessible to people everywhere.

Hailed by The Huffington Post as destined for glory, our company is made of smart, hard-working people who know how to have fun and get things done.

From doctors, lawyers, and vets to auto mechanics and tech support, the 10,000 experts on JustAnswer have helped over eight million people in 196 countries since 2003.

Headquartered in the beautiful Presidio of San Francisco, our mission is simple and inspiring : We help people. JustAnswer, LLC is backed by investors Crosslink Capital, Glynn Capital, and Charles Schwab.

Now we are looking for a Software Engineer to join the quickly growing Machine Learning team that is primarily working on various supervised and reinforcement ML problems.

You will be responsible for designing and developing the infrastructure, APIs, and consumer-facing tooling to automate the training of ML models and their integration using the CI / CD approach.

The ideal candidate will have software engineering expertise and experience in introducing concepts that permit fast, confident, iterative releases of software in a high-scale environment.

You will work on solid architecture designs focused on quality, scalability and performance. While ML experience is not strictly required, knowing the basics of ML model development would be a plus.

You will have a chance to work with product teams of over 200 engineers, collaborate, share experience, inspire and mentor software developers.

We are passionate about maintaining a positive, collaborative culture - one where everyone has an opportunity to grow, challenge themselves, and make great things happen.

Responsibilities :

  • Create infrastructure to automate the analysis and labeling of data for ML; to train and evaluate the state-of-the-art models;
  • deploy scalable Web services to host them

  • Integrate ML services into existing or new applications using the CI / CD approach
  • Maintenance of ML models in production environment (monitoring, retraining, performance optimizations, etc.)
  • Follow and improve efficient Agile CI / CD processes
  • Conduct code reviews and provide feedback on design decisions
  • Requirements :

  • 5+ years of full-stack development preferably in a startup engineering environment using various programming languages
  • 2+ years of K8S design and administration. This includes :
  • Kubernetes control plane, CNI, Security and Compliance
  • Kubernetes workload management - Load balancers, auto scaling, deployments
  • Kubernetes cluster management - Helm, Rancher, K8S Infrastructure on Azure
  • Kubernetes Observability - Container IQ, Dynatrace, Prometheus, Custom metrics and dashboards
  • 2+ years of large-scale software and / or webservices deployment
  • Experience working with cross functional teams (product, analytics, business leaders)
  • Experience with high load websites or services, large datasets, and both functional and code complexity
  • Able to deliver high performing, scalable applications
  • Strong proficiency in Python
  • Strong understanding of .NET frameworks, C# and data access technologies such as Entity Framework or ADO.NET
  • Experience with JS / CSS / HTML and SQL
  • Experience with design and architectural patterns and SOA design
  • Bachelor's Degree - preferably a Master's or PhD in Computer Science, Engineering, Statistics, or Information Systems
  • Collaboration

  • Ability to work both independently and collaboratively
  • Promotes co-creation and encourages others to participate; works smoothly across all levels and departments
  • Manages time and meetings effectively, properly leveraging managers' time
  • Communication

  • A clear, concise, and candid communicator, able to promote discussion between team members
  • Excellent interpersonal and service-oriented skills
  • Proactively shares appropriate level of information across teams
  • Actively listens to others and ensures they are understood
  • Leadership

  • Strong organization skills
  • Passionate about making an impact in product, business, and technical innovation
  • Comfortable making decisions in a dynamic, fast-paced environment with ambiguities
  • Self-starter who is action-oriented and leads by example
  • High-level of accountability and acts an owner, develops effective short and long-term plans and goals
  • Provides timely, effective and meaningful feedback that motivates others to improve performance
  • We offer :

  • Time off throughout the year (paid and unpaid)
  • Professional development support and encouragement
  • Resources to help improve your overall well-being
  • Free membership to dive into JA product
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