Who We Are
Boston Consulting Group partners with leaders in business and society to tackle their most important challenges and capture their greatest opportunities. BCG was the pioneer in business strategy when it was founded in 1963. Today, we work closely with clients to embrace a transformational approach aimed at benefiting all stakeholders—empowering organizations to grow, build sustainable competitive advantage, and drive positive societal impact.
Our diverse, global teams bring deep industry and functional expertise and a range of perspectives that question the status quo and spark change. BCG delivers solutions through leading-edge management consulting, technology and design, and corporate and digital ventures. We work in a uniquely collaborative model across the firm and throughout all levels of the client organization, fueled by the goal of helping our clients thrive and enabling them to make the world a better place.
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.
What You'll Do
OVERVIEW OF GAMMA ENGINEERING:
The Gamma Engineering team is building the next generation of analytics tools. 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.
BCG Gamma is seeking a 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 for our teams, building ML-based systems, tools, and services that serve as infrastructure for our internal and external clients.
As a strong software 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.
We are looking for a 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.
What You'll Bring (Experience & Qualifications)
Masters degree in computer science (or in a highly related area)
Min. 3 years of experience in algorithms, data structures, and object-oriented programming
Good understanding of machine learning fundamentals and deep learning
Implementation experience in machine learning algorithms and applications
Knowledge of or experience in building production quality and large scale deployment of applications related to natural language processing and machine learning
Experience with distributed systems strongly preferred
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)
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
Fast-paced, intellectually intense, service-oriented environment
Position is located in Gamma European hubs (Paris, London, Germany, Nordics etc.)
Fluency in local language and English are required
Expect time spent traveling