Senior AI/ML Platform Engineer
Descrição da Vaga
The **AI Platform Engineer** is responsible for designing, implementing, and maintaining model infrastructure and the services that support product applications and features within the organization. They are also responsible for enhancing the productivity of AI Engineers by reducing the effort required to replicate and deploy models through the development of specialized tool **Responsibilities:** * Ensure the quality consistency of models developed by data scientists to deliver value to Shape's clients. * Accelerate value generation by data scientists through automation and the development of new tools. * Ensure a smooth and scalable integration between all components of Shape's machine learning\-enabled products. * Help deliver models using advanced machine learning techniques for clients across various industries and at scale. * Support the automation of the machine learning lifecycle, including training, testing, monitoring, and deployment. * Research and implement new tools to improve model management and overall data science team productivity. * Support running production environments to ensure the value generated by our machine learning\-enabled products. * Design and develop innovative machine learning systems that power our data products. **Requirements:** * Solid software engineering background, knowledge of the best coding practices, and experience delivering code for products. * Is proficient with the Python language, and, preferably, at least one other language (e.g., Scala, Java, C\+\+, Bash). * Knowledge of Machine Learning, and its relevant tools and frameworks (e.g., scikit\-learn, Tensorflow, MLflow), also experience with models’ deployment to production environments and related tools (e.g., Docker, Kubeflow). * Learns fast and can work in a lean, autonomous, high\-performance team. Writes code to solve problems targeting the product evolution, and not only the current state of the business. We expect people to be results\-oriented, not task\- oriented. * Fosters an open and highly collaborative work environment. * **English proficiency;** **Differential:** * Hands\-on experience building, deploying, and scaling the use of Machine Learning models to drive business impact. Both predictive and recommendation models are very relevant to what we do. * Experience with big data tools (e.g., Apache Spark, Apache Kafka) and/or ETL pipelines development. * Experience working in multidisciplinary agile product teams with flat hierarchical structures. **Benefits:** * **PPR (Profit Sharing):** Possibility of extra compensation based on the company’s results, according to your performance. * **Health and Dental Plan:** To ensure your care and well\-being! * **Flexible Benefit:** Receive an amount that can be used according to your needs, including food, transportation, education, culture, and health. You decide how to use it! * **Flexible Hours:** Work at the best time for you and have a better quality of life. * **Massages and Manicure in the Office:** So you can relax and feel good about yourself. * **Mentorship Program:** Access development opportunities with the help of experienced professionals. * **Wellhub:** To keep your health in check and take care of your body. * **Snacks in the Office:** Because everyone loves a snack at work! * **Inclusive Environment:** We value diversity and always strive to create a space where everyone can be authentic, respected, and feel part of something bigger. * **Day off in Your Birthday Month:** A day off in your birthday month to celebrate in any way you prefer * **Extended Maternity/Paternity Leave:** So you can enjoy this important time with your family, with peace of mind that your professional life will remain well\-supported. * **Childcare Assistance:** To support you with the care of your young children. * **Continuous Individualized Development Support:** We offer support for your professional growth, respecting your personal needs and goals. * **Culture and Well\-being:** We create an environment that values mental health, work\-life balance, and encourages connection with culture. **The benefits provided with this position are not deducted from your paycheck!**
Vaga originalmente publicada em: indeed
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