▷ (15h Left) Machine Learning Engineer (l2)

Who we are At Twilio we re shaping the future of communications all from the comfort of our homes We deliver innovative solutions to and empower millions of developers worldwide to craft personalized customer experiences Our dedication to and strong culture of connection and global inclusion means that no matter your location you re part of a vibrant team with diverse experiences making a global impact each day As we continue to revolutionize how the world interacts we re acquiring new skills and experiences that make work feel truly rewarding Your career at Twilio is in your hands See yourself at Twilio Join the team as our next Machine Learning Engineer About the job This position is needed to scope design and deploy machine learning systems into the real world the individual will closely partner with Product Engineering teams to execute the roadmap for Twilio s AI ML products and services You will understand customers needs build data products that work at a global scale and own end-to-end execution of large scale ML solutions To thrive in this role you must have a deep background in ML engineering and a consistent track record of solving data machine-learning problems at scale You are a self-starter embody a growth attitude and collaborate effectively across organizations Responsibilities In this role you ll Build algorithms based on statistical modeling procedures and maintain scalable machine learning solutions in production Transform data science prototypes and applying appropriate ML algorithms and tools Work closely with the ML Engineers build tools to enhance their productivity and to ship and maintain ML models Conduct exploratory data analysis EDA on large-scale datasets to identify patterns and extract features that directly support the problem statement Manage the infrastructure and data pipelines needed to bring code to production Demonstrate end-to-end understanding of applications including but not limited to the machine learning algorithms being created Partner with product managers and architects to analyze business problems clarify requirements and define the scope of the systems needed Use cloud platform AWS to handle larger scale data Support operational leaders by developing code to automate manual processes Drive high engineering standards on the team through code review automated testing and mentoring Qualifications Twilio values diverse experiences in other industries and we encourage everyone who meets the required qualifications to apply While having desired qualifications make for a strong candidate we encourage applicants with alternative experiences to also apply If your career is just starting or hasn t followed a traditional path don t let that stop you from considering Twilio We are always looking for people who will bring something new to the table Required 2 - 5 years of applied ML experience in statistical and mathematical modeling such as supervised and unsupervised machine learning deep learning Strong proficiency in Python to effectively analyze data and solve complex technical challenges Track record of building shipping and maintaining machine learning systems in a highly ambiguous and fast paced environment You have a clear understanding of frameworks like - PyTorch TensorFlow or Keras why and how these frameworks do what they do Familiarity with concepts related to testing and maintaining models in production such as A B testing retraining monitoring model performance You ve explored modern data storage messaging and processing tools Kafka Apache Spark Hadoop Presto DynamoDB etc and demonstrated experience designing and coding in big-data components such as DynamoDB or similar Desired Experience with Large Language Models Location This role will be remote and based in India Karnataka Tamil Nadu Telangana State Maharashtra and New Delhi Travel We prioritize connection and opportunities to build relationships with our customers and each other For this role you may be required to travel occasionally to participate in project or team in-person meetings What We Offer Working at Twilio offers many benefits including competitive pay generous time off ample parental and wellness leave healthcare a retirement savings program and much more Offerings vary by location Twilio thinks big Do you We like to solve problems take initiative pitch in when needed and are always up for trying new things That s why we seek out colleagues who embody our values - something we call Additionally we empower employees to build by supporting their volunteering and donation efforts So if you re ready to unleash your full potential do your best work and be the best version of yourself apply now If this role isn t what you re looking for Twilio is proud to be an equal opportunity employer We do not discriminate based upon race religion color national origin sex including pregnancy childbirth reproductive health decisions or related medical conditions sexual orientation gender identity gender expression age status as a protected veteran status as an individual with a disability genetic information political views or activity or other applicable legally protected characteristics We also consider qualified applicants with criminal histories consistent with applicable federal state and local law Qualified applicants with arrest or conviction records will be considered for employment in accordance with the Los Angeles County Fair Chance Ordinance for Employers and the California Fair Chance Act Additionally Twilio participates in the E-Verify program in certain locations as required by law