- Страна
- США
- Зарплата
- 120 500 $ – 221 800 $
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AI / ML Engineer
Позиция предлагает очень высокую заработную плату и работу над проектами национального масштаба в компании из списка Top 100 Best Places to Work. Однако крайне строгие требования к безопасности и огромный стаж ограничивают круг потенциальных кандидатов.
Сложность вакансии
Высокая сложность обусловлена требованием 14-летнего опыта работы и наличием действующего допуска к секретной работе уровня TS/SCI с полиграфом. Роль требует глубоких знаний как в программной инженерии, так и в Data Science.
Анализ зарплаты
Предложенный диапазон $120k–$221k полностью соответствует рыночным стандартам для специалистов с допуском TS/SCI в регионе Мэриленд. Верхняя граница даже несколько превышает средние показатели для Senior/Lead ролей, что оправдано требованием 14-летнего стажа.
Сопроводительное письмо
I am writing to express my strong interest in the AI / ML Engineer position at Accenture Federal Services in Annapolis Junction. With over 14 years of experience in software engineering and a deep specialization in developing data-driven solutions using Python and C++, I am confident in my ability to contribute significantly to your mission-critical projects. My background in statistical analysis and machine learning, combined with hands-on experience using frameworks like TensorFlow and Scikit-Learn, aligns perfectly with the requirements of this role.
Throughout my career, I have demonstrated a consistent ability to perform complex data wrangling and design predictive models that drive informed decision-making. I am particularly drawn to this opportunity because of Accenture Federal Services' commitment to national security and public safety. Holding an active TS/SCI with polygraph clearance, I am ready to hit the ground running and collaborate with your cross-functional teams to deliver actionable insights and innovative AI solutions.
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Присоединяйтесь к Accenture Federal Services и используйте свой опыт в ИИ для решения критически важных задач национальной безопасности США!
Описание вакансии
At Accenture Federal Services, nothing matters more than helping the US federal government make the nation stronger and safer and life better for people. Our 13,000+ people are united in a shared purpose to pursue the limitless potential of technology and ingenuity for clients across defense, national security, public safety, civilian, and military health organizations.
Join Accenture Federal Services, a technology company within global Accenture. Recognized as a Glassdoor Top 100 Best Place to Work, we offer a collaborative and caring community where you feel like you belong and are empowered to grow, learn and thrive through hands-on experience, certifications, industry training and more.
Join us to drive positive, lasting change that moves missions and the government forward!
We are looking for a highly motivated and skilled Data Scientist/AI Specialist to join our innovative team in the Annapolis Junction, MD area.
The ideal candidate will possess a strong background in programming, statistical analysis, machine learning, and data preparation, ensuring effective data analysis and informed decision-making.
What you’ll do:
- Develop and implement data-driven solutions using programming languages such as Python and R
- Conduct statistical analyses, including regression, hypothesis testing, and distribution analysis, to interpret data accurately
- Design and train machine learning models using frameworks like TensorFlow and Scikit-Learn for predictive analytics and automation
- Perform data wrangling to clean and organize raw datasets, making them ready for meaningful analysis
- Collaborate with cross-functional teams to understand business needs and deliver actionable insights
What you’ll need:
- 14 years of experience in software engineering in similar programs and contracts utilizing programming languages such as: C++, Python, or Go Lang
- Bachelor’s degree in Systems Engineering, Computer Science, Computer Engineer, or a related field
+ 4 years of relevant experience can substitute for a Bachelor’s degree
Bonus points if you have:
- Strong foundation in statistics and probability, including regression analysis and hypothesis testing
- Hands-on experience with machine learning frameworks such as SageMaker, TensorFlow and Scikit-Learn
- Expertise in data wrangling to prepare raw data for analysis
- Excellent problem-solving and analytical skills
- Familiarity with libraries like NumPy, pandas, and advanced visualization tools
- Experience in creating impactful data visualizations and reports for stakeholders
- Ability to work independently and in a collaborative team environment
Security Clearance:
- Must have an active TS/SCI with polygraph level clearance
#LI-DataAI
#clearancejobs
As required by local law, Accenture Federal Services provides reasonable ranges of compensation for hired roles based on labor costs in the states of California, Colorado, Hawaii, Illinois, Maryland, Massachusetts, Minnesota, New Jersey, New York, Washington, Vermont, the District of Columbia, and the city of Cleveland. The base pay range for this position in these locations is shown below. Compensation for roles at Accenture Federal Services varies depending on a wide array of factors, including but not limited to office location, role, skill set, and level of experience. Accenture Federal Services offers a wide variety of benefits. You can find more information on benefits here. We accept applications on an on-going basis and there is no fixed deadline to apply.
The pay range for the states of California, Colorado, Hawaii, Illinois, Maryland, Massachusetts, Minnesota, New Jersey, New York, Washington, Vermont, the District of Columbia, and the city of Cleveland is:
$120,500—$221,800 USD
*What We Believe*
As a company wholly dedicated to serving the US federal government, we bring together the best talent to help reinvent how federal agencies operate and deliver greater value for their mission and the American people. We have an unwavering commitment to creating a culture in which all our people are respected, feel a sense of belonging, and have equal opportunity. As a business imperative, every person at Accenture Federal Services has the responsibility to create and sustain a culture where everyone feels welcomed and included. This is grounded in our core values and our experience that hiring and developing great people who reflect different perspectives, experiences, and backgrounds is key to driving innovation and delivering the results that our clients and the country count on.
*Equal Employment Opportunity Statement*
We believe that no one should be discriminated against because of their differences. All employment decisions shall be made without regard to age, race, creed, color, religion, sex, national origin, ancestry, disability status, veteran status, sexual orientation, gender identity or expression, genetic information, marital status, citizenship status or any other basis as protected by federal, state, or local law. Our rich diversity makes us more innovative, more competitive, and more creative, which helps us better serve our clients and our communities. For details, view a copy of theAccenture Federal Services Equal Opportunity Policy Statement.
Accenture Federal Services is an Equal Employment Opportunity employer. Additionally, as an Affirmative Action Employer for Veterans and Individuals with Disabilities, Accenture Federal Services is committed to providing veteran employment opportunities to our service men and women.
*Requesting An Accommodation*
Accenture Federal Services is committed to providing equal employment opportunities for persons with disabilities or religious observances, including reasonable accommodation when needed. If you are hired by Accenture Federal Services and require accommodation to perform the essential functions of your role, you will be asked to participate in our reasonable accommodation process. Accommodations made to facilitate the recruiting process are not a guarantee of future or continued accommodations once hired.
If youare being considered for employment opportunities with Accenture Federal Services and need an accommodation for a disability or religious observance during the interview process or for the job you are interviewing for, please speak with your recruiter.
*Other Employment Statements*
Applicants for employment in the US must have work authorization that does not now or in the future require sponsorship of a visa for employment authorization in the United States.
Candidates who are currently employed by a client of Accenture Federal Services or an affiliated Accenture business may not be eligible for consideration.
Job candidates will not be obligated to disclose sealed or expunged records of conviction or arrest as part of the hiring process.
The Company will not discharge or in any other manner discriminate against employees or applicants because they have inquired about, discussed, or disclosed their own pay or the pay of another employee or applicant. Additionally, employees who have access to the compensation information of other employees or applicants as a part of their essential job functions cannot disclose the pay of other employees or applicants to individuals who do not otherwise have access to compensation information, unless the disclosure is (a) in response to a formal complaint or charge, (b) in furtherance of an investigation, proceeding, hearing, or action, including an investigation conducted by the employer, or (c) consistent with the Company's legal duty to furnish information.
California requires additional notifications for applicants and employees. If you are a California resident, live in or plan to work from Los Angeles County upon being hired for this position, please click here for additional important information.
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Навыки
- C++
- Python
- NumPy
- Pandas
- Machine Learning
- Data Visualization
- Scikit-learn
- TensorFlow
- Go
- R
- Statistical Analysis
- Data Wrangling
- Amazon SageMaker
Возможные вопросы на собеседовании
Учитывая требование 14-летнего опыта, важно понять, как кандидат проектирует системы, способные работать с государственными масштабами данных.
Опишите ваш опыт проектирования масштабируемых ML-систем в закрытых средах. С какими основными архитектурными ограничениями вы сталкивались?
Вакансия требует навыков очистки и подготовки данных. В федеральных проектах данные часто бывают разрозненными или неполными.
Расскажите о наиболее сложном случае 'data wrangling', с которым вы столкнулись. Как вы обеспечили качество данных для последующего обучения модели?
Роль предполагает работу в оборонном секторе и национальной безопасности. Понимание этики ИИ здесь критично.
Как вы подходите к вопросам интерпретируемости и минимизации предвзятости (bias) в алгоритмах машинного обучения, используемых для принятия важных государственных решений?
В списке навыков указаны C++, Python и Go. Важно понять, как кандидат выбирает инструмент под задачу.
В каких сценариях при разработке ИИ-решений вы предпочтете использовать C++ или Go вместо Python, и как это сказывается на производительности системы?
Работа требует активного допуска TS/SCI. Это подразумевает строгое соблюдение протоколов безопасности.
Был ли у вас опыт развертывания ML-моделей в изолированных сетях (air-gapped networks)? Какие инструменты вы использовали для управления жизненным циклом моделей в таких условиях?
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- Страна
- США
- Зарплата
- 120 500 $ – 221 800 $