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GAMMA - Associate Director, Machine Learning Engineering

Company: Boston Consulting Group
Location: Seattle
Posted on: November 11, 2019

Job Description:

ABOUT US

Boston Consulting Group (BCG) is a global management consulting firm and the world s leading advisor on business strategy. We partner with clients from the private, public, and not-for-profit sectors in all regions to identify their highest-value opportunities, address their most critical challenges, and transform their enterprises. Our customized approach combines deep insight into the dynamics of companies and markets with close collaboration at all levels of the client organization. This ensures that our clients achieve sustainable competitive advantage, build more capable organizations, and secure lasting results. Founded in 1963, BCG is a private company with more than 90 offices in 50 countries. For more information, please visit bcg.com

PRACTICE AREA PROFILE

BCG GAMMA combines innovative skills in computer science, artificial intelligence, statistics, and machine learning with deep industry expertise. The BCG GAMMA team is comprised of world-class data scientists and business consultants who specialize in the use of advanced analytics to get breakthrough business results. Our teams own the full analytics value-chain end to end: framing new business challenges, building fact-bases, designing innovative algorithms, creating scale through designing tools and apps, and training colleagues and clients in new solutions. Here at BCG GAMMA, you ll have the chance to work with clients in every BCG region and every industry area. We are also a core member of a rapidly growing analytics enterprise at BCG - a constellation of teams focused on driving practical results for BCG clients by applying leading edge analytics approaches, data, and technology.

ROLE PROFILE

OVERVIEW OF GAMMA Engineering:

The Gamma Engineering team is building the next generation of analytics tools. With your help, Gamma Engineering will develop a platform that fuels BCG Gamma s global data and analytics offerings. Data scientists depend on easy to use interfaces to easily code, increase productivity, answer questions, and envision their results. Clients need to easily interact with our analytics applications to measure the success of their new analytics enabled organization or quickly make decisions based on what and how they see analytic output. Our clients will use our analytics solutions to derive insights around business trends. We open the doors to data for our clients giving them fast and trusted options to search, frame, and share data. Gamma Engineering s goal is to help our clients understand what their data means and provide them the tools to share its narrative with various audiences.

POSITION SUMMARY:

BCG Gamma is seeking an Associate Director Machine Learning Engineer to join our engineering team. The ideal candidate will have industry experience working on a range of different machine learning disciplines, e.g. anomaly detection, payment fraud, fraud detection, search ranking, text/sentiment classification, spam detection and others. The position will involve taking these skills and applying them to some of the most exciting and massive data and analytics problems across multiple industries. We are looking for machine learning engineers to join the ML effort building ML-based systems, tools, and services that serve as infrastructure for our internal and external clients.
As a strong software leader and an expert in building complex systems, you will be responsible for inventing how we use technology, machine learning, and data to enable the productivity of our clients. You will help envision, build, deploy and develop our next generation of data engines and tools which will help our clients fundamentally transform their business.
You will be bridging the gap between business and engineering, and functioning with deep expertise in both worlds.

BASIC JOB RESPONSIBILITIES:

We are looking for an Associate Director Machine Learning Engineer who can bring bleeding edge machine learning models into production together with a highly multi-disciplinary team of scientist, engineers, partners, product managers and subject domain experts.

YOUR QUALIFICATIONS

* Computer science degree or other relevant degree

* 9+ years of experience in algorithms, data structures, and object-oriented programming

* Previous consulting experience and/or strong leadership positions

* Good understanding of machine learning fundamentals and deep learning

* Implementation experience in machine learning algorithms and applications

* Management/team lead experience, experience working with global and remote teams

* Experience guiding teams in addressing the technical and delivery challenges

* Excellent communication skills

TECHNOLOGIES:
* Strong programming skills in at least one object oriented programming language (Java, Scala, C++, Python, etc.)

* Strong skills in parallel processing technologies and languages: Hadoop, Spark, Scala etc.

* Experience with Python applied to machine learning (Pandas, Scikit-learn, Scipy, Numpy etc.)

* Strong knowledge of machine learning techniques required (KNN, random forest, Bayesian statistics etc.)

* Strong knowledge of machine learning techniques preferred (TensorFlow, Keras, PyTorch, Caffe, MxNet)

* Cloud: AWS/GCP/Azure

* DevOps: Kubernetes, Docker, CI/CD

* Building REST API

* Knowledge of relational database management: SQL, PostgreSQL, Microsoft SQL etc.

* Knowledge of NoSQL databases (MongoDB, Neo4j, Redis etc.)

* Unix-based command line & development tools

WORK ENVIRONMENT:
* Fast-paced, intellectually intense, service-oriented environment
* Optimal locations are New York, Washington DC, Boston, Chicago, Seattle, Toronto, Montreal, San Francisco
* Expect time spent traveling

Date Posted: 21-Sep-2018

Boston Consulting Group is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, age, religion, sex, sexual orientation, gender identity / expression, national origin, disability, protected veteran status, or any other characteristic protected under national, provincial, or local law, where applicable, and those with criminal histories will be considered in a manner consistent with applicable state and local laws.
BCG is an E-Verify Employer. Click here for more information on E-Verify..

Keywords: Boston Consulting Group, Seattle , GAMMA - Associate Director, Machine Learning Engineering, Executive , Seattle, Washington

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