Job Description
General information Location: Bangalore - Karnataka, India - EOIZ Industrial Area Job Family: Engineering Worker Type Reference: Regular - Permanent Pay Rate Type: Salary Career Level: T3(A) Job ID: R-45111-2025
ApplyDescription & Requirements
Experience Level: 3-7 Years
Education Level: BE/B.Tech/ME/ M.Tech (CS or ECE)
v Requirement – (ML Engineer – Data and ML Training Pipeline Engineer)
ü Proficient in Python language. Familiar with Tensorflow/Keras frameworks
ü Experience in building ML Pipeline and setup big data processing pipelines
ü Able to evaluate model and benchmark various model version on different data and report generation
ü Experience in Vision Domain ML models would be an advantage but not must have
ü Comfortable in generating data as per model format, tfrecords, lmdb or similar format.
ü Comfortable in data analysis and visualization
ü Knack for debugging of python compilation, data reading issues.
ü Proficiency in usage of different development tools – git/gerrit, static/dynamic analysis tools, code coverage, test & performance analysis tools
Good to have:
ü Comfortable with building data analysis, annotation scripts and exploring tools for ease of data understanding and annotations.
ü Knack for data debugging and verify which classes/types of data are causing the ML model to fail. Should be comfortable in writing scripts to filter out/analyze such images and should be able to draw a conclusion after verifying the failure cases
ü Experience in data visualization and cleaning for AI/ML projects.
ü Synthetic Data Generation experience
ü Able to track and version data used in ML pipeline and report generation
Important Notice: Recruitment Scams Please be aware that HARMAN recruiters will always communicate with you from an '@harman.com' email address. We will never ask for payments, banking, credit card, personal financial information or access to your LinkedIn/email account during the screening, interview, or recruitment process. If you are asked for such information or receive communication from an email address not ending in '@harman.com' about a job with HARMAN, please cease communication immediately and report the incident to us through: [email protected]. HARMAN is proud to be an Equal Opportunity / Affirmative Action employer. All qualified applicants will receive consideration for employment without regard to race, religion, color, national origin, gender (including pregnancy, childbirth, or related medical conditions), sexual orientation, gender identity, gender expression, age, status as a protected veteran, status as an individual with a disability, or other applicable legally protected characteristics. Apply
Harman International Industries, Incorporated engages in the development, manufacture, and marketing of audio products and electronic systems primarily in the United States. The company's Automotive segment designs, manufactures, and markets audio, electronic, and infotainment systems for vehicle applications to be installed primarily as original equipment by automotive manufacturers. It markets its products under various brands, including JBL, Infinity, Mark Levinson, Harman/Kardon, Logic 7, Lexicon, and Becker. This segment also markets personal navigation devices. The company's Consumer segment engages in the design, manufacture, and marketing of audio and consumer electronics for home, multimedia, and mobile applications under the AKG, Harman/Kardon, Infinity, JBL, and Mark Levinson brands. It also provides transducers and built-in speakers for notebook computers; audio systems for personal computers; aftermarket mobile products; and accessories. This segment sells its products through specialty audio stores and mass-market retail stores. The company's Professional segment designs, manufactures, and markets loudspeakers, power amplifiers, digital signal processors, microphones, and mixing consoles used by audio professionals in concert halls, stadiums, houses of worship, and other public spaces. It markets its products under various brands, including JBL Professional, AKG, Crown, Soundcraft, Lexicon, Mark Levinson, Revel, DigiTech, dbx, BSS, and Studer. Additionally, the company offers real-time operating system software, middleware, development tools, and consulting services under the QNX brand for various markets, including automotive, industrial control and automation, medical, networking and telecommunications, and security and defense. It has a strategic partnership agreement with Neusoft Corporation to develop advanced technologies in automotive and consumer electronics. The company was founded in 1980 and is headquartered in Stamford, Connecticut.
