Staff Software Engineer, Machine Learning

Los Angeles, CA
30+ days ago

Job Description

Our client helps organizations globally to build trust and speed into their business by matching the Speed of PrivacyOps to the Speed of Dev/BusinessOps. Clients include Patreon, Twilio, Coinbase, Robinhood, and Samara.












Design and implement end-to-end Machine Learning and Natural Language Processing models and systems to help construct the foundation on which our global data infrastructure will be built.





Role Overview




This role requires you to design and implement end-to-end Machine Learning (ML) and Natural Language Processing (NLP) models and systems to drive business impact. You partner with cross-functional stakeholders and customers to frame business problems as ML problems, prototype solutions effectively, and implement production-grade ML systems and the backend software systems they support to provide end-to-end five-star user experiences. Given you are constructing the foundation on which our global data infrastructure will be built, you need to pay close attention to detail and maintain a forward-thinking outlook as well as scrappiness for the present needs. You thrive in a fast-paced, iterative, but heavily test-driven development environment, with full ownership to design features from scratch to impact the business and the accountability that comes along.



Responsibilities




  • Scoping: Actively participate in customer engagements and partner with cross-functional stakeholders (legal product managers, customer success) to scope technical requirements for high impact business problems; determine whether ML is the right tool for the job and, if it is, how to frame the problem as an ML task


  • Prototyping: Investigate different options quickly and thoroughly to identify the simplest, most pragmatic tool that drives business impact


  • End-to-end System Design and Implementation: Gather training data; train, deploy, evaluate, and iteratively improve production-grade machine learning systems; implement and test the backend software systems they support to provide end-to-end five-star user experiences


  • Follow and promote software engineering and machine learning best practices across the organization; keep up to date with the state of the art developments in NLP research, open-source frameworks, and MLOps


  • Shape the direction of machine learning and build a cohesive team culture of ownership, growth, transparency, and customer focus




You are a good fit if you:





  • Have a track record of delivering production-grade ML/NLP models and systems, specifically in text classification, entity and relation extraction, summarization, question-answering, and knowledge base construction (2+ years)


  • Have strong software engineering skills, and set examples by writing modular and maintainable code considering design principles and applying sound testing practices


  • Are comfortable with Python, and have experience with ML/NLP tools and libraries such as scikit-learn, PyTorch, TensorFlow, spaCy, Hugging Face, Gensim, etc.


  • Have a systematic and goal-directed approach to project management


  • Are comfortable dealing with ambiguity and ruthlessly prioritizing and managing your time with a sense of urgency


  • Thrive in a self-directed environment with full ownership to design features from scratch to impact the business and the accountability that comes along


  • Are proactive about continuous improvement and excited about learning at breakneck speed in a fast-growth environment; are eager to candidly and directly give and receive feedback to improve together as a team


  • Are customer and mission-driven, motivated by bringing the most value as possible to users and shaping an industry from the ground up


  • Are the ultimate team player: collaborate effectively with others, consistently make time to help your teammates, and are ego-less in the search for the best ideas

Source

https://www.indeed.com/jobs

Not sure if you qualify?

Uvaro is here to help you land great jobs like this one.

Upgrade your skills

Other Jobs

Rise People

Rise is Canada’s complete people management solution that gives employers everything they need to build loyal and productive teams—all in one place. We collaborate and co-create to build solutions that completely change how companies of all shapes and sizes manage their payroll, scheduling, time tracking, group benefits, recruitment, onboarding, and more.

 
Vancouver, BC
Uvaro

1+ years of successful sales development experienced experience in B2B software or B2C services is a plus. Ability to work occasional evenings or weekends.

 
Waterloo, ON / Remote
Freshworks Inc

About Freshworks: Freshworks makes it fast and easy for businesses to delight their customers and employees. We do this by taking a fresh approach to building and delivering software that is affordable, quick to implement, and designed for the end-user. More than 50,000 companies -- from startups to public companies -- around the world use Freshworks software-as-a-service to enable a better customer experience (CRM) and employee experience (ITSM, HRSM). Headquartered in San Mateo, California, Freshworks has a dedicated team operating from 13 global locations to serve customers, including American Express, Sony, Vice Media, TaylorMade, Sotheby’s, Stitchfix, OfficeMax, Multichoice, Delivery Hero, ITV, and Klarna. Freshworks transforms the way world-class organizations collaborate with customers and co-workers. The suite includes Freshdesk (omnichannel customer support), Freshsales (sales automation), Freshmarketer (marketing automation), Freshservice (IT service desk), Freshteam (HR management system). Overview: We are looking to hire smart and passionate folks for our inside sales team. The inside sales team are responsible for engaging with prospects and driving sales in the SMB segment. They understand the needs and requirements and collaborate with internal teams to help ensure a smooth sales process. This role is based out of Chennai. Responsibilities (What you'll be expected to do): - Qualify and prospect inbound leads generated by the lead generation team. - Be responsible to convert trial prospects to paid customers through enthusiastic customer engagement. - Own individual targets and work towards generating new revenue. - Collaborate with other appropriate internal teams and represent the customers to solve their business requirements. - Work with various internal stakeholders and achieve team targets. Requirements (What we look for in candidates): Must-haves: - 1-3 years of work experience in any customer-facing sales role. - Clear, concise, and effective written and oral communication skills. - Empathy towards customers and understanding their needs. - Interest, curiosity, and openness to learning new technologies. - Good interpersonal skills and ability to collaborate with internal stakeholders as well as end customers. - Learning mindset and the right attitude that will help you thrive and adapt in a fast-paced, performance-driven environment. - Flexibility in working in different shifts/regions. This is absolutely mandatory because you will be expected to work in a specific shift for a minimum of two years. Good to have: - Prior work experience in SaaS product companies in domains relevant to Freshworks' suite of products. - The proven track record of consistency in overachieving targets.

3 hours ago
Tamil Nadu Chennai