Senior Specialist, Machine Learning Engineer

Company: KPMG
Location: Indianapolis
Posted on: August 7, 2022

Job Description:

Known for being a great place to work and build a career, KPMG provides audit, tax and advisory services for organizations in today's most important industries. Our growth is driven by delivering real results for our clients. It's also enabled by our culture, which encourages individual development, embraces an inclusive environment, rewards innovative excellence and supports our communities. With qualities like those, it's no wonder we're consistently ranked among the best companies to work for by Fortune Magazine, Consulting Magazine, Working Mother Magazine, Diversity Inc. and others. If you're as passionate about your future as we are, join our team. KPMG is currently seeking a Senior Specialist, Machine Learning Engineer to join our Growth & Strategy organization.Responsibilities:Formulate creative Machine Learning or Optimization solutions that leverage client and 3rd party dataCollaborate with full stack developers, designers and product owners to design and build ML-driven appsArchitect and train advanced, scalable ML models for the purposes of NLP, Forecasting, Classification among othersWrite and deploy RESTful APIs to support development and host models for inferenceContribute to knowledge share lunch and learn sessions for the purposes of continuous learning and idea sharingStrategize with data science leadership, to determine what areas of ML to focus on next and recommend datasets to acquire based on business needQualifications:Minimum of eight years' experience as a hands-on Machine Learning Engineer training and fine-tuning Deep Learning models (CNNs, RNN/LSTM/GRUs, Transformers) using modern ML frameworks, such as PyTorch, Keras or TensorFlow; Preferred experience in NLP/NLU (NER, Sentiment Analysis, Text Generation)Bachelor's degree from an accredited college/university in a quantitative field (Computer Science, Data Science, Economics, Mathematics, Physics or Engineering)At least five years' experience writing SQL and Python / R Code. Preferred experience writing code in Spark or Databricks for ML pipelines and distributed trainingExperience formulating and solving optimization problems using Gurobi or any open-source solverConceptual knowledge of RESTful APIs to deploy models and provide backend data ETL for analytics-based apps Colorado Salary Statement: The salary range displayed is specifically for those potential hires who will work or reside in the state of Colorado if selected for the role. Any offered salary is determined based on internal equity, internal salary ranges, market data/ranges, applicant's skills and prior relevant experience, certain degrees and certifications (e.g. JD/technology), for example. Colorado Salary Range: KPMG LLP (the U.S. member firm of KPMG International) offers a comprehensive compensation and benefits package. KPMG is an affirmative action-equal opportunity employer. KPMG complies with all applicable federal, state and local laws regarding recruitment and hiring. All qualified applicants are considered for employment without regard to race, color, religion, age, sex, sexual orientation, gender identity, national origin, disability, protected veteran status, or any other category protected by applicable federal, state or local laws. The attached link contains further information regarding the firm's compliance with federal, state and local recruitment and hiring laws. No phone calls or agencies please. At KPMG, any partner or employee must be fully vaccinated or test negative for COVID-19 in order to go to any KPMG office, client site or KPMG event. In some circumstances, individuals who are not fully vaccinated may also be required to have a reasonable accommodation to not be fully vaccinated for COVID-19.

Keywords: KPMG, Indianapolis , Senior Specialist, Machine Learning Engineer, Accounting, Auditing , Indianapolis, Indiana