Senior Machine Learning Engineer

Company: ServiceTitan
Company: ServiceTitan
Location: INT Armenia Yerevan
Commitment: Full time
Posted on: 2023-05-15 18:24
Ready to be a Titan?In this position you will develop a cutting-edge, automated ML platform for the data science team. You will engage with multiple internal teams, including engineering, infrastructure, data science and growth. We build for perfection, use Python and the most modern tools on Azure Cloud, have an amazing culture, and love to solve complex problems.What you'll do: Architect, design, and implement our in-house ML platform end-to-end. The ideal candidate has a good engineering background and is familiar with MLOps practicesWork with data scientists and other engineering teams to prototype and implement product features.Communicate effectively with other engineers, product managers, customers, and partners.What you'll bring: 5+ years of experience writing production level code in Python2+ years of experience deploying ML models to productionExperience with designing, building and deploying scalable ML Platform to support production served ML modelsStrong Understanding of Data Science project lifecycleExperience with Python Data Science stack (numpy, scikit-learn, xgboost, lightgbm, pytorch etc.)  Experience with databases/data warehouses such as SQL Server, PostGreSQL, Redshift, SnowflakeExperience with public cloud environments such as Azure or AWSExperience with microservices and asynchronous messaging technologies like Kafka, Azure ServiceBus etc.Experience with serverless architecture (Azure Functions, AWS Lambda etc.)Experience with AzureML is a plusExperience with Git, unit testing, debugging, profiling, JIRA, and other tools that are typically used by developersTo be comfortable working in a fast-paced environment with a globally distributed teamBe Human With Us:Being human isn’t about checking every box on a list. It’s about the experiences we have, people we meet, and the perspectives we share. So, if you have the skills but are hesitant to apply because of your background, apply anyway. We need amazing people like you to help us challenge the conventional and think differently about the problems that we’re solving. We’re in this together. Come be human, with us. What We Offer:When you join our team, you’re not just accepting a job. You’re making a career move. Here’s how we’ll support you in doing some of the most impactful work of your career:Flextime, recognition, and support for autonomous work: Flexible time off with ample learning and development opportunities to continue growing your career. We offer a comprehensive onboarding program, leadership training for Titans at all levels, and other programs and events. Great work is rewarded through Bonusly, peer-nominated awards, and more.Holistic health and wellness benefits: Company-paid medical, dental, and vision (available to employees and their dependents day 1), parent and siblings’ insurance, pet insurance, wellness benefit, office massage, etc.Support for Titans at all stages of life: Parental leave and support, on demand maternity support through Maven Maternity, financial planning tools, Employee Assistance Program services, and moreAt ServiceTitan, we celebrate individuality and uniqueness. We believe that the convergence of fresh perspectives and experiences from all walks of life is what makes our product and culture so great. We strongly encourage people from underrepresented groups to apply. We do not discriminate against employees based on race, color, religion, sex, national origin, gender identity or expression, age, disability, pregnancy (including childbirth, breastfeeding, or related medical condition), genetic information, protected military or veteran status, sexual orientation, or any other characteristic protected by applicable federal, state or local laws.
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