Applied Machine Learning Engineer - MindsDB|Meet.jobs

薪資

160k - 190k USD Annually

技能需求

    工作機會描述

    ABOUT US

    MindsDB is a fast-growing open-source company that enables developers to quickly integrate Artificial Intelligence Logic into applications and ship AI-powered solutions from prototyping & experimentation to production in a fast & scalable way. MindsDB was founded in 2017 by Adam Carrigan (COO) and Jorge Torres (CEO) and based in San Francisco, California, is backed with over $50M in total funding from Mayfield, Benchmark, YCombinator, OpenOcean, Walden Catalyst Ventures, MMC, Speedinvest, TQ Ventures and the University of California Berkeley SkyDeck fund. MindsDB is also recognized by Forbes as one of America's most promising AI companies (2021) and by Gartner as a Cool Vendor for Data and AI (2022).

    THE ROLE

    We are looking for a passionate Applied Machine Learning Engineer to transform our customer’s unique business problems into successfully deployed ML solutions. In this role, you will join our growing team to uncover the customer’s technical goals, challenges and technology stack. As the key end-to-end technical point of contact for our customers you will plan how MindsDB can best help customers to overcome their challenges and ensure their final outcomes are delivered quickly and effectively. You will own customer deployments, get customers into production and keep them ecstatically happy as they grow into their new collaboration with MindsDB. The Applied ML Engineer will work closely with the ML and Engineering teams, contributing in the design and implementation of new requested features through reliable, reusable code in MindsDB. This will often involve researching state of the art technologies, managing multiple projects and developing proofs of concept. This is a hybrid role in the Bay Area - we are looking for a candidate able to come into the office a few days/week.

    RESPONSIBILITIES

    • Be the technical point of contact for clients and prospective customers - relaying their needs, wants and any feature gaps to the Product team.
    • Proactively understand potential customer’s business goals, and deliver successful state-of-the-art ML solutions.
    • Partner with the Business Development team for initial discovery calls and customer on-boarding.
    • Lead implementation/deployments of MindsDB from both an AI and software engineering perspective.
    • Lead and ensure successful POCs.
    • Collaborate with customers and internal teams to design and execute project plans.
    • Build and lead tailored product demos.
    • Become an expert in the MindsDB product and technology stack.
    • Support your teammates across the company.
    • Contribute reliable, reusable code to MindsDB python packages
    • Effectively project manage multiple projects.

    REQUIREMENTS/QUALIFICATIONS

    • 4+ years of experience as a Data Scientist / ML Engineer
    • Excellent communication and organisational skills
    • Confident in Python, SQL, Git, NumPy, Pandas, and one of PyTorch/Jax/TF/Keras

    NICE TO HAVE

    • Experience training and/or deploying large transformer neural networks
    • Experience training and/or deploying generative ML models
    • Experience with AutoML frameworks
    • Publications in ML conferences or associated workshops
    • Substantial contributions to other open source ML projects

    BENEFITS & PERKS

    • Remote and Hybrid Roles
    • Flexible working hours
    • Competitive Compensation
    • Unlimited PTO
    • New Hire Remote Setup budget
    • Learning & Development budget
    • Medical, Dental, Vision Insurance (US only)
    • Monthly Wellbeing Budget
    • Monthly (virtual) team events
    • International in-person company retreats
    • Wellbeing/Mental Health leave

    DIVERSITY, EQUALITY & INCLUSION

    MindsDB is an equal-opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for all of our employees. MindsDB will give all qualified applicants consideration for employment without regard to age, ancestry, color, family or medical care leave, gender identity or expression, genetic information, marital status, medical condition, national origin, physical or mental disability, political affiliation, protected veteran status, race, religion, sex (including pregnancy), sexual orientation, or any other characteristic protected by applicable laws, regulations, and ordinances.​

    MindsDB focuses on Analytics, Open Source, Artificial Intelligence, Databases, and Predictive Analytics. Their company has offices in San Francisco and Berkeley. They have a small team that's between 11-50 employees. To date, MindsDB has raised $16.5M of funding; their latest round was closed on February 2023.

    You can view their website at http://mindsdb.com or find them on Twitter, Facebook, LinkedIn, and Product Hunt.

    MindsDB