Machine Learning Engineer

Senior Machine Learning Engineer talent pool in Bengaluru, focused on handover of a model another person can retrain. Profiles in this pool are matched to Machine Learning Engineer assignments with a hiring base in Bengaluru, India. The emphasis is handover of a model another person can retrain. Day to day that means packaging the training steps, naming the data sources, and listing what must be rechecked. Responsibilities - Brief the engineer who retrains the model on the training recipe and state how you checked the exact data sources. - Accept the handed-over environment note only when the note covering the unpinned libraries is attached. - Turn a vague request into one concrete retrain checklist before work starts, and list the steps that were manual. - Protect time every week for the owner map so you are not still dealing with the who approves a new model in the last hour. - Leave the known-issues list so the next person knows what to watch regarding the failures already accepted. - Close open questions on the handover brief instead of parking them, and record the decision on the open experiments. Requirements - Roughly 5 to 8 years of leaving a model that someone else can retrain that matches this machine learning engineer profile, or a shorter record with the same kind of finished work. - Practical skill with Python and a written training recipe in machine learning engineer work, not a certificate alone. - Able to explain how to rebuild the dataset from source to a colleague who was not in the room. - Careful with notebooks that only run on one machine; this is checked in review of machine learning engineer work. - For the machine learning engineer brief in Bengaluru, use the working language of that assignment in India. Nice to have - Reproducible training is useful on machine learning engineer assignments in Bengaluru, and it is not required. - People who have already done written data lineage can start this machine learning engineer brief with less coaching. - A second person who has rerun the job is a plus for machine learning engineer work based in Bengaluru. Skills Python, SQL, model evaluation, feature design, experiment notes, data slicing, version control, technical writing Working conditions This machine learning engineer listing is remote. The hiring base is Bengaluru, India, and candidates are expected to reside in India and overlap main business hours on India Standard Time. A quiet room, a reliable connection, and a computer that can run the tools named above are the home-office basics. The work is desk-based. Training jobs may run outside the working day and need a check the next morning. Location The hiring base for this machine learning engineer listing is Bengaluru, India. English is the usual language for technical and business writing in Bengaluru. Qualified people are considered without regard to race, color, religion, sex, national origin, age, disability, or other characteristics protected by applicable law. This is a talent-pool listing. Your profile will be reviewed and matched to employer openings that fit; submitting an application does not guarantee an interview or placement.