Senior Software Engineer
Boston Consulting Group
Hong Kong, China
6天前

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 :

With your help, Gamma 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.

POSITION SUMMARY :

As a Senior Software Engineer, you will be responsible for advancing software solutions to support BCG Gamma’s analytics platform and clients.

Your strong analytical skills and ability to develop innovative problem solving solutions will support mission critical decision analytics for our clients.

Additional responsibilities will include developing feature enhancements to our platform, developing industry-leading analytics software solutions and methodologies and provide talks and papers in industry leading conferences on behalf of BCG Gamma.

We are looking for talented individuals with a serious commitment to software development, data science, large data analytics and transforming organizations into analytics led innovative companies.

RESPONSIBILITIES :

Apply software development practices and standards to develop robust and maintainable software

Develop abstract analytic models to solve complex problems for decision analysis

Maintain an active role in every part of the software development life cycle

Help mentor and guide junior developers

Guide non-technical teams and consultants in understanding analytics at scale, infrastructure as code and best

practices for robust software development

Optimize and enhance computational efficiency of algorithms and software design

Design data structures and visualization of results to provide users actionable intelligence and situational awareness of supporting data

Interact directly with clients on new features for future product releases

Provide thought leadership to software design and solutions

What You'll Bring (Experience & Qualifications)

Masters Degree or PhD in Computer Science, Statistics, Operations Research, or related field

5 to 8 years of experience in a software development environment

Proficiency with analytic software programming

Experience with Hashicorp Vault, Terraform & Consul

Exposure to analytics applications or experience building analytics tools

Familiarity with data science methods and scaling data science methods

Proficiency with infrastructure as code principles

Familiarity with the storage, manipulation and management of relational, non-relational and streaming data structures

Analytic reasoning and complex problem solving involving mathematical programming and big data problems

Understanding of parallel computing

TECHNOLOGIES :

Languages programming : Python, GO, C++, Java, Scala, JavaScript, TypeScript

DevOps : Docker, Kubernetes, CI / CD, Terraform, unix-based command line

Full stack development : GraphQL, React

Data : SQL, Spark, Hadoop

Data Science and machine learning (Pandas, Scikit learn)

Deep learning (Tensorflow, Keras etc.)

Cloud : AWS / Azure / Google

WORK ENVIRONMENT :

Fast-paced, intellectually intense, service- oriented environment

Expect up to 40 - 75% of time spent traveling

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